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Schrödinger, Inc.

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FY2020 Annual Report · Schrödinger, Inc.
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 10-K

(Mark One)
☒

ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended December 31, 2020

OR

☐

TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934 FOR THE TRANSITION PERIOD
FROM                      TO                     

Commission File Number 001-39206

Schrodinger, Inc.

(Exact name of Registrant as specified in its Charter)

Delaware
(State or other jurisdiction of
incorporation or organization)
120 West 45th Street, 17th Floor
New York, NY
(Address of principal executive offices)

Registrant’s telephone number, including area code: (212) 295-5800

Securities registered pursuant to Section 12(b) of the Act:

Title of each class

Common stock, par value $0.01 per share
Securities registered pursuant to Section 12(g) of the Act: None
Indicate by check mark if the Registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. YES ☒NO ☐

Trading Symbol(s)
SDGR

95-4284541
(I.R.S. Employer
Identification No.)

10036
(Zip Code)

Name of each exchange on which registered
The Nasdaq Stock Market LLC

Indicate by check mark if the Registrant is not required to file reports pursuant to Section 13 or 15(d) of the Act.  YES ☐ NO ☒
Indicate by check mark whether the Registrant: (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter
period that the Registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.  YES ☒ NO ☐
Indicate by check mark whether the Registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the
preceding 12 months (or for such shorter period that the Registrant was required to submit such files).  YES ☒ NO ☐
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, smaller reporting company, or an emerging growth company. See the definitions of “large
accelerated filer,” “accelerated filer,” “smaller reporting company,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.

Large accelerated filer

Non-accelerated filer

Emerging growth company

  ☐
  ☒
  ☒

   Accelerated filer

   Smaller reporting company

  ☐
  ☒

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided
pursuant to Section 13(a) of the Exchange Act.  ☐
Indicate by check mark whether the registrant has filed a report on and attestation to its management’s assessment of the effectiveness of its internal control over financial reporting under Section 404(b) of the
Sarbanes-Oxley Act (15 U.S.C. 7262(b)) by the registered public accounting firm that prepared or issued its audit report.  ☐

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).  YES ☐ NO ☒
As of June 30, 2020, the last business day of the registrant’s most recently completed second fiscal quarter, the aggregate market value of the voting and non-voting common equity held by non-affiliates of the
registrant was $2,187,273,894 based upon the closing sale price of the registrant’s common stock on that date.
As of February 26, 2021, the registrant had 60,848,093 shares of common stock and 9,164,193 shares of limited common stock outstanding.

The registrant intends to file a definitive proxy statement pursuant to Regulation 14A relating to the 2021 Annual Meeting of Stockholders within 120 days of the end of the registrant’s fiscal year ended
December 31, 2020. Portions of such definitive proxy statement are incorporated by reference into Part III of this Annual Report on Form 10-K to the extent stated herein.

DOCUMENTS INCORPORATED BY REFERENCE

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
Table of Contents

Business
Risk Factors
Unresolved Staff Comments
Properties
Legal Proceedings
Mine Safety Disclosures

Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities
Selected Financial Data
Management’s Discussion and Analysis of Financial Condition and Results of Operations
Quantitative and Qualitative Disclosures About Market Risk
Financial Statements and Supplementary Data
Changes in and Disagreements With Accountants on Accounting and Financial Disclosure
Controls and Procedures
Other Information

Directors, Executive Officers and Corporate Governance
Executive Compensation
Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters
Certain Relationships and Related Transactions, and Director Independence
Principal Accountant Fees and Services

Exhibits and Financial Statement Schedules
Form 10-K Summary

PART I
Item 1.
Item 1A.
Item 1B.
Item 2.
Item 3.
Item 4.

PART II
Item 5.
Item 6.
Item 7.
Item 7A.
Item 8.
Item 9.
Item 9A.
Item 9B.

PART III
Item 10.
Item 11.
Item 12.
Item 13.
Item 14.

PART IV
Item 15.
Item 16

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CAUTIONARY NOTE REGARDING FORWARD-LOOKING STATEMENTS AND INDUSTRY DATA

This Annual Report on Form 10-K, or this Annual Report, contains forward-looking statements within the meaning of the U.S. Private Securities Litigation Reform Act
and Section 21E of the Securities Exchange Act of 1934, as amended,  that  involve  substantial  risks  and  uncertainties.  All  statements,  other  than  statements  of  historical  fact,
contained  in  this  Annual  Report,  including  statements  regarding  our  strategy,  future  operations,  future  financial  position,  future  revenue,  projected  costs,  prospects,  plans  and
objectives  of  management,  are  forward-looking  statements.  The  words  “anticipate,”  “believe,”  “contemplate,”  “continue,”  “could,”  “estimate,”  “expect,”  “intend,”  “may,”
“might,” “plan,” “potential,” “predict,” “project,” “should,” “target,” “will,” “would” or the negative of these words or other similar expressions are intended to identify forward-
looking statements, although not all forward-looking statements contain these identifying words.

The forward-looking statements in this Annual Report include, among other things, statements about:

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the potential advantages of our physics-based computational platform;

our strategic plans to accelerate the growth of our software business;

our research and development efforts for our internal drug discovery programs and our computational platform;

the initiation, timing, progress, and results of our internal drug discovery programs or the drug discovery programs of our collaborators;

our  plans  to  discover  and  develop  product  candidates  and  to  maximize  their  commercial  potential  by  advancing  such  product  candidates  ourselves  or  in
collaboration with others;

our plans to leverage the synergies between our businesses;

the  timing  of,  the  ability  to  submit  applications  for  and  the  ability  to  obtain  and  maintain  regulatory  approvals  for  any  product  candidates  we  or  one  of  our
collaborators may develop;

our drug discovery collaborations and our estimates or expectations regarding any milestone or other payments we may receive from such collaborations, including
pursuant to our collaboration with Bristol-Myers Squibb Company;

our  expectations  regarding  our  ability  to  fund  our  operating  expenses  and  capital  expenditure  requirements  with  our  cash,  cash  equivalents,  and  marketable
securities;

the potential advantages of our drug discovery programs;

the rate and degree of market acceptance of our software solutions;

the potential impact of the COVID-19 pandemic on our business, operations, liquidity and prospects;

the rate and degree of market acceptance and clinical utility of our products;

our estimates  regarding  the  potential  market  opportunity  for  our  software  solutions  and  any  product  candidate  we  or  any  of  our  collaborators  may  in  the  future
develop;

our marketing capabilities and strategy;

our intellectual property position;

our ability to identify technologies with significant commercial potential that are consistent with our commercial objectives;

our expectations related to the use of our cash, cash equivalents, and marketable securities;

our expectations related to the key drivers of our performance;

the impact of government laws and regulations;

our  competitive  position  and  expectations  regarding  developments  and  projections  relating  to  our  competitors  and  any  competing  products,  technologies,  or
therapies that are or become available;

our ability to maintain and establish collaborations or obtain additional funding;

our reliance on key personnel and our ability to identify, recruit, and retain skilled personnel; and

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our expectations regarding the time during which we will be an emerging growth company under the Jumpstart our Business Startup Acts of 2012.

We may not actually achieve the plans, intentions, or expectations disclosed in our forward-looking statements, and you should not place undue reliance on our forward-
looking statements. Actual results or events could differ materially from the plans, intentions, and expectations disclosed in the forward-looking statements we make. We have
included important factors in the cautionary statements included in this Annual Report, particularly in “Risk Factor Summary” below and “Risk Factors”, that we believe could
cause actual results or events to differ materially from the forward-looking statements that we make. Moreover, we operate in a competitive and rapidly changing environment.
New  risks  and  uncertainties  emerge  from  time  to  time,  and  it  is  not  possible  for  us  to  predict  all  risks  and  uncertainties  that  could  have  an  impact  on  the  forward-looking
statements contained in this Annual Report. Our forward-looking statements do not reflect the potential impact of any future acquisitions, mergers, dispositions, collaborations,
joint ventures, or investments we may make or enter into.

You should read this Annual Report and the documents that we file with the Securities and Exchange Commission, or the SEC, with the understanding that our actual
future results may be materially different from what we expect. The forward-looking statements contained in this Annual Report are made as of the date of this Annual Report,
and  we  do  not  assume  any  obligation  to  update  any  forward-looking  statements,  whether  as  a  result  of  new  information,  future  events  or  otherwise,  except  as  required  by
applicable law.

In addition, statements that “we believe” and similar statements reflect our beliefs and opinions on the relevant subject. These statements are based upon information
available to us as of the date of this Annual Report, and while we believe such information forms a reasonable basis for such statements, such information may be limited or
incomplete. Our statements should not be read to indicate that we have conducted an exhaustive inquiry into, or review of, all potentially available relevant information. These
statements are inherently uncertain and investors are cautioned not to unduly rely upon these statements.

This Annual Report includes statistical and other industry and market data that we obtained from industry publications and research, surveys, and studies conducted by
third parties as well as our own estimates of potential market opportunities. All of the market data used in this Annual Report involves a number of assumptions and limitations,
and you are cautioned not to give undue weight to such data. Industry publications and third-party research, surveys, and studies generally indicate that their information has been
obtained  from  sources  believed  to  be  reliable,  although  they  do  not  guarantee  the  accuracy  or  completeness  of  such  information.  Our  estimates  of  the  potential  market
opportunities for our product candidates include several key assumptions based on our industry knowledge, industry publications, third-party research, and other surveys, which
may be based on a small sample size and may fail to accurately reflect market opportunities. While we believe that our internal assumptions are reasonable, no independent source
has verified such assumptions.

Unless  the  context  otherwise  requires,  we  use  the  terms  “company,”  “we,”  “us”  and  “our”  in  this  Annual  Report  to  refer  to  Schrödinger,  Inc.  and  its  consolidated

subsidiaries.

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RISK FACTOR SUMMARY

Our business is subject to a number of risks of which you should be aware before making an investment decision. Below we summarize what we believe are the principal
risk factors but these risks are not the only ones we face, and you should carefully review and consider the full discussion of our risk factors in the section titled “Risk Factors”,
together with the other information in this Annual Report.

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We have a history of significant operating losses, and we expect to incur losses over the next several years.

If  we  are  unable  to  increase  sales  of  our  software,  or  if  we  and  our  current  and  future  collaborators  are  unable  to  successfully  develop  and  commercialize  drug
products, our revenues may be insufficient for us to achieve or maintain profitability.

Our quarterly and annual results may fluctuate significantly, which could adversely impact the value of our common stock.

If our existing customers do not renew their licenses, do not buy additional solutions from us, or renew at lower prices, our business and operating results will suffer.

A significant portion of our revenues are generated by sales to life sciences industry customers, and factors that adversely affect this industry could also adversely
affect our software sales.

The markets in which we participate are highly competitive, and if we do not compete effectively, our business and operating results could be adversely affected.

We may never realize a return on our investment of resources and cash in our drug discovery collaborations.

Although  we  believe  that  our  computational  platform  has  the  potential  to  identify  more  promising  molecules  than  traditional  methods  and  to  accelerate  drug
discovery, our focus on using our platform technology to discover and design molecules with therapeutic potential may not result in the discovery and development
of commercially viable products for us or our collaborators.

We may not be successful in our efforts to identify or discover product candidates and may fail to capitalize on programs, collaborations, or product candidates that
may present a greater commercial opportunity or for which there is a greater likelihood of success.

As a company, we do not have any experience in clinical development and have not advanced any product candidates into clinical development.

A widespread outbreak of an illness or other health issue, such as the COVID-19 pandemic, could negatively affect various aspects of our business and make it
more  difficult  to  meet  our  obligations  to  our  customers,  and  could  result  in  reduced  demand  from  our  customers  as  well  as  delays  in  our  drug  discovery  and
development programs.

If we fail to comply with our obligations under our existing license agreements with Columbia University, under any of our other intellectual property licenses, or
under any future intellectual property licenses, or otherwise experience disruptions to our business relationships with our current or any future licensors, we could
lose intellectual property rights that are important to our business.

If  we  are  unable  to  obtain,  maintain,  enforce,  and  protect  patent  protection  for  our  technology  and  product  candidates  or  if  the  scope  of  the  patent  protection
obtained  is  not  sufficiently  broad,  our  competitors  could  develop  and  commercialize  technology  and  products  similar  or  identical  to  ours,  and  our  ability  to
successfully develop and commercialize our technology and product candidates may be adversely affected.

Our future success depends on our ability to retain key executives and to attract, retain, and motivate qualified personnel.

We are pursuing multiple business strategies and expect to expand our development and regulatory capabilities, and as a result, we may encounter difficulties in
managing our multiple business units and our growth, which could disrupt our operations.

Our actual operating results may differ significantly from our guidance.

Our  executive  officers,  directors,  and  principal  stockholders,  if  they  choose  to  act  together,  have  the  ability  to  significantly  influence  all  matters  submitted  to
stockholders for approval.

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Item 1. Business. 

Overview

PART I

We are transforming the way therapeutics and materials are discovered.

Our differentiated, physics-based software platform enables discovery of high-quality, novel molecules for drug development and materials applications more rapidly, at
lower cost, and with, we believe, a higher likelihood of success compared to traditional methods. Our software platform is used by biopharmaceutical and industrial companies,
academic institutions, and government laboratories around the world. Our multidisciplinary drug discovery team also leverages our software platform to advance collaborative
drug discovery and development programs and our own pipeline of novel therapeutics to address unmet medical needs.

Traditional drug discovery and development efforts have become increasingly complex, lengthy, capital-intensive, and are prone to high failure rates. Traditional drug
discovery relies upon many rounds of costly and time-consuming manual molecule design, chemical synthesis, and experimental testing. One of the primary reasons for long
timelines, high costs, and high failure rates in drug discovery is that predicting properties of molecules in advance of chemical synthesis is extremely complex and not amenable
to traditional approaches.

Over the past 30 years and with the concerted efforts of hundreds of our scientists and software engineers, we have developed a physics-based computational platform
that is capable of predicting critical properties of molecules with a high degree of accuracy. This key capability enables drug discovery teams to design and selectively synthesize
molecules with more optimal properties, reducing the average time and costs required to identify a development candidate and increasing the probability that a drug discovery
program will enter clinical development. Furthermore, we believe that development candidates with more optimized property profiles will have a higher probability of success in
clinical  development.  Additionally,  since  the  physics  underlying  the  properties  of  drug  molecules  and  materials  is  the  same,  we  have  been  able  to  extend  our  computational
platform to materials science applications in fields such as aerospace, energy, semiconductors, and electronic displays.

We offer our customers a variety of software solutions that accelerate all stages of molecule discovery, design, and optimization. In 2020, all of the top 20 pharmaceutical
companies, measured by 2019 revenue, licensed our solutions, accounting for $31.9 million, or 34%, of our software revenue in 2020. The widespread adoption of our software,
supported  by  our  global  team  of  sales,  technical,  and  scientific  personnel,  has  driven  steady  growth  in  our  software  revenue.  Biopharmaceutical  companies  are  increasingly
adopting our software at a larger scale, and we anticipate this scaling-up will drive future revenue growth. Our ability to expand within our customer base is demonstrated by the
increasing number of our customers with an annual contract value, or ACV, in excess of $100,000. We had 153, 131, and 122 such customers, which represented 79%, 78%, and
77%  of  our  total  ACV,  for  the  years  ended  December  31,  2020,  2019,  and  2018,  respectively.  In  addition,  our  customer  retention  rate  for  our  customers  with  an  ACV  over
$100,000  for  the  year  ended  December  31,  2020  was  99%  and  was  96%  or  higher  for  each  of  the  previous  seven  fiscal  years.  We  believe  the  growth  in  the  number  of  our
customers demonstrates that companies are increasingly recognizing the power and efficiency of our platform while the retention in this group is indicative of the continued value
of  our  platform.  See  “Management’s  Discussion  and  Analysis  of  Financial  Condition  and  Results  of  Operations—Key  Factors  Affecting  Our  Performance”  for  additional
information regarding ACV and customer retention rate.

We  also  leverage  our  platform  and  capabilities  across  a  portfolio  of  collaborative  and  internal  drug  discovery  programs  spanning  a  wide  range  of  disease  targets  and
indications.  Our  drug  discovery  group  is  comprised  of  a  multidisciplinary  team  of  over  80  experts  in  protein  science,  biochemistry,  biophysics,  medicinal  and  computational
chemistry, and discovery scientists with expertise in preclinical and early clinical development. During the year ended December 31, 2020, we collaborated on more than 25 drug
discovery programs with more than ten different biopharmaceutical companies, including a number of companies we co-founded. These collaborations generate drug discovery
revenue, including upfront payments, research funding payments, and discovery and development milestones, and have the potential to produce additional milestone payments,
option fees, and future royalties.

Furthermore, in mid-2018, we launched a pipeline of internal, wholly-owned programs with the goal of rapidly advancing the discovery of best-in-class and first-in-class
therapies. Our initial programs are focused on discovering and developing inhibitors for targets in DNA damage response pathways and genetically defined cancers. Since then,
we have expanded into other therapeutic areas, including in the areas of immunology and neurology. We continue to advance multiple internal programs towards investigational
new  drug,  or  IND,  -enabling  studies,  and  we  expect  to  submit  up  to  three  IND  applications  in  2022,  with  our  first  submission  expected  in  the  first  half  of  2022,  subject  to
favorable  data  from  IND-enabling  studies.  While  our  revenue-generating  collaborations  are  an  important  component  of  our  business,  our  strategy  is  to  pursue  an  increasing
number of wholly-owned programs

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and  strategically  evaluate  on  a  program-by-program  basis  entering  into  clinical  development  ourselves,  entering  into  collaborations,  or  out-licensing  programs  to  maximize
commercial opportunities.

As part of this strategy, in November 2020, we entered into an exclusive, worldwide collaboration and license agreement with Bristol-Myers Squibb Company, or BMS,
pursuant to which we and BMS agreed to collaborate in the discovery, research and development of small molecule compounds for biological targets in the oncology, neurology
and immunology therapeutic areas. The collaboration includes HIF-2 alpha and SOS1/KRAS, which are two of our internal pipeline programs. Under the terms of the agreement,
we received a $55.0 million upfront payment from BMS, and we are eligible to receive up to $2.7 billion in total milestones from BMS across all potential targets, as well as a
tiered percentage royalty on net sales of each product commercialized by BMS ranging from mid-single digits to low-double digits, subject to certain specified reductions. See
“—Collaboration Agreement with Bristol-Myers Squibb Company” for additional information relating to this agreement.

We generated revenue of $108.1 million, $85.5 million, and $66.6 million in 2020, 2019, and 2018, respectively, representing year-over-year growth of 26% and 28%,

respectively. Our net loss was $26.6 million, $25.7 million, and $28.4 million for the years ended December 31, 2020, 2019, and 2018, respectively.

Strategy

Our  mission  is  to  improve  human  health  and  quality  of  life  by  transforming  the  way  therapeutics  and  materials  are  discovered.  Our  physics-based  approach  and
differentiated software solutions enable the discovery of novel molecules for drug development and materials applications more rapidly, at lower cost, and with, we believe, a
higher likelihood of success compared to traditional methods. We license our software to biopharmaceutical and industrial companies, government laboratories, and academic
institutions globally. We are also using our software and internal capabilities across a diverse portfolio of drug discovery programs.

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Advancing the science that underlies our computational platform: We have emerged as the leader in the field of physics-based computational drug discovery, and
we believe our computational platform is far ahead of that of our nearest competitors. As of December 31, 2020, we had approximately 450 employees, roughly half
of whom have Ph.D. degrees. We intend to maintain our industry-leading position by introducing new capabilities and refining our software to further strengthen
our technology and advance the science underlying our platform.

Growing  and  expanding  our  software  business:  We  have  experienced  steady  growth  in  our  software  revenues,  achieving  $92.5  million  in  revenue  in  2020,  an
increase  of  39%  compared  to  2019,  primarily  driven  by  broad  adoption  of  our  software  solutions  by  the  biopharmaceutical  industry  and  the  expansion  of  our
materials science business.

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Life science software business: In 2020, all of the top 20 pharmaceutical companies, measured by 2019 revenue, licensed our solutions, accounting for $31.9
million, or 34%, of our software revenue in 2020, and these companies have been our customers for an average of over 15 years. However, we estimate that
many  of  our  largest  customers  are  currently  purchasing  only  enough  software  to  optimally  enable  one  or  two  drug  discovery  projects,  which  typically
represents a small fraction of their drug discovery projects. Our ability to expand within our customer base is demonstrated by the increasing number of our
customers with an ACV of over $100,000. We had 153, 131, and 122 such customers for the years ended December 31, 2020, 2019, and 2018, respectively.
In addition, we had 16, 10, and 11 customers for the years ended December 31, 2020, 2019, and 2018, respectively, with an ACV of over $1.0 million. We
intend to leverage our existing relationships with our customers to drive larger-scale adoption of our solutions. Further, we believe there remains a large
opportunity for growth as there are thousands of biopharmaceutical companies that could benefit from our solutions.

Materials  science  software  business:  Beyond  drug  discovery,  our  solutions  can  be  leveraged  for  broad  application  to  address  industrial  challenges  in
molecule design, including in the fields of aerospace, energy, semiconductors and electronic displays. We intend to continue growing this business through
increased brand awareness and a build-out of industry-specific functionality.

Accelerating  growth  of  our  drug  discovery  business:  We  also  apply  our  computational  platform  across  a  diversified  portfolio  of  more  than  25  drug  discovery
programs through collaborations with companies we have co-founded, with biopharmaceutical companies, and through our own efforts on internal programs. Our
collaborations generate revenues through upfront payments, research funding, preclinical and clinical milestones as well as the potential for option fees, commercial
milestones,  and  future  royalties.  We  also  benefit  from  equity  positions  in  our  co-founded  companies.  Our  drug  discovery  group  comprises  over  80  scientists,
including biologists, medicinal chemists, biochemists, crystallographers, drug metabolism and pharmacokinetics scientists, and pharmacologists.

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We  are  actively  working  with  our  collaborators  to  discover  novel  therapies.  We  also  intend  to  add  new  collaborations  that  offer  scientific  synergies  and
favorable economic terms.

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We  plan  to  progress  our  existing  internal  programs  and  continue  to  add  new  programs  that  leverage  our  computational  platform.  As  we  progress  these
programs, we will strategically evaluate on a program-by-program basis entering into clinical development ourselves, entering into collaborations, or out-
licensing  programs  to  maximize  commercial  opportunities.  As  part  of  this  strategy,  in  November  2020,  we  entered  into  an  exclusive,  worldwide
collaboration and license agreement with BMS pursuant to which we and BMS agreed to collaborate in the discovery, research and preclinical development
of small molecule compounds for biological targets in the oncology, neurology, and immunology therapeutic areas.

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Leveraging the synergies between our businesses: We believe that there are significant synergies within our business. We leverage the feedback that we receive
from our software customers, collaborators, and internal drug discovery experts to improve the functionality of our platform, which we believe supports increased
customer  adoption  of  our  solutions  and  more  rapid  advancement  of  our  collaborative  and  internal  drug  discovery  programs.  In  addition,  the  success  of  our
collaborators in advancing drug discovery programs provides significant validation of our platform and approach, which we believe increases the attractiveness of
our platform to customers, helps us establish new collaborations, and validates the potential of our own internal drug discovery programs.

Central to our ability to pursue these distinct lines of business is a firewall policy consisting of a set of well-established protocols and technology measures designed to

ensure that the intellectual property of our software customers and drug discovery collaborators remains confidential and segregated.

Industry Overview

Traditional drug discovery and development efforts have become increasingly complex, lengthy, capital-intensive, and are prone to high failure rates. Traditional drug
discovery involves experimental screening of existing libraries of molecules to find molecules with detectable activity, or “hit molecules,” followed by many rounds of chemical
synthesis to attempt to optimize those hit molecules to a development candidate that can be advanced into clinical development. Efforts to optimize initial hit molecules for a drug
discovery project involve costly and iterative synthesis and testing of molecules seeking to identify a molecule with the required property profile. The optimal profile has the
acceptable balance of properties such as potency, selectivity, solubility, bioavailability, half-life, permeability, drug-drug interaction potential, synthesizability, and toxicity. These
properties are often inversely correlated, meaning that optimizing one property often de-optimizes others. The challenge of optimizing hit molecules is amplified by the limited
number  of  molecules  that  can  be  feasibly  tested  across  these  properties  with  traditional  methods.  As  a  result,  this  optimization  process  often  fails  to  yield  a  molecule  with  a
satisfactory property profile to be a development candidate, which is why many drug discovery programs fail to advance into clinical development.

The traditional approach to drug discovery takes too long, is too prone to failure, and is too costly. Successfully reaching an IND application filing requires on average
five to six years, and the average success rates suggest two out of three projects will fail. Accounting for such failures, the average cost to complete a successful IND filing is $35
million.

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A  typical  drug  discovery  project  only  has  the  budget  and  time  to  synthesize  and  assay  fewer  than  10,000  molecules,  because  the  cost  and  timelines  associated  with
interrogating  a  greater  number  of  molecules  is  impractical.  This  small  sampling  of  molecules  represents  a  minuscule  fraction  of  the  total  number  of  molecules  that  could
potentially be synthesized. Exploring such a limited number of molecules reduces the likelihood of identifying molecules with the desired property profile, which we believe
leads to development candidates with higher failure rates.

Being able to predict molecular properties before initiating costly and time-consuming experimental synthesis would accelerate drug discovery, reduce costs, and increase
the probability of success. If it were possible to accurately predict critical properties of molecules, fewer molecules would have to be experimentally synthesized and tested. As a
result,  larger  pools  of  molecules  could  be  analyzed  allowing  for  more  selective  synthesis  of  molecules,  leading  to  higher-quality  molecules.  In  addition,  with  predictive
computational methods, better selections of molecules would be synthesized through exploration of larger portions of chemical space, leading to higher-quality molecules that
would in turn have a higher probability of progressing through clinical development and obtaining regulatory approval for commercial sale.

There have been many attempts to improve the efficiency of the drug discovery process by using computational methods to predict properties of molecules. One of the
primary computational methods that many companies have attempted to deploy is machine learning, often referred to as artificial intelligence, or AI. One of the main benefits of
machine  learning  is  its  ability  to  rapidly  process  data  at  scale.  However,  machine  learning  on  its  own  has  significant  limitations  and  has  therefore  had  a  limited  impact  on
improving the efficiency of the drug discovery process. Machine learning requires input data, referred to as a training set, to build a predictive model. This model is expected to
accurately predict properties of molecules similar to the training set, but cannot extrapolate to molecules that are not similar to the training set. Accordingly, since the number of
possible molecules that could be synthesized is effectively infinite, machine learning can only cover a minuscule fraction of the total number of molecules that could potentially
be synthesized.

The  other  primary  computational  method  that  has  been  attempted  involves  using  fundamental,  “first-principles”  physics-based  methods,  which  require  a  deep  and
thorough understanding of the specific property to be computed. However, physics-based methods are difficult to develop and can be slow compared to machine learning. Further,
to apply such methods to design molecules that will bind with high affinity to a particular protein target, the three-dimensional structure of that protein must be generated with
sufficient atomic detail to enable application of these physics-based approaches, which is referred to as being “structurally enabled,” and such structures have been historically
difficult  to  obtain.  Another  factor  preventing  computational  chemistry  from  realizing  its  promise  has  been  limited  compute  speed.  However,  despite  all  of  these  challenges,
physics-based methods have a significant advantage over machine learning in that they do not require a training set and can, in principle, compute properties for any molecule.

Our Platform

Over the past 30 years and with the concerted effort of hundreds of our scientists and software engineers, we have developed a computational platform that is capable of
predicting critical properties of molecules with a high degree of accuracy. We have built our platform on a foundation of rigorous, physics-based methods, combined with the
rapid  data  processing  and  scaling  advantages  of  machine  learning,  that  together  provide  a  significant  advantage  over  traditional  methods.  We  believe  that  physics-based
simulation is at a strategic inflection point as a result of the increased availability of massive computing power, combined with a more sophisticated understanding of models and
algorithms and the growing availability of high-resolution protein structures.

We have demonstrated that our software platform can have a transformative impact on the drug discovery process by:

•

•

reducing the average time and cost required to identify a development candidate; and

increasing the probability of drug discovery programs entering clinical development.

Based  on  our  collaborative  drug  discovery  efforts  to  date,  we  believe  that  the  development  candidates  discovered  using  our  platform  have  a  higher  probability  of

successfully progressing through clinical development than the industry average.

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As shown below, we achieve these outcomes by tightly integrating our predictive physics-based methods, which have a high degree of accuracy, with machine learning,
which is highly scalable. In addition, our platform enables real-time collaboration on drug discovery projects to inform decision-making and fully benefit from the predictive
capabilities of our computational platform.

Our  computational  platform  provides  the  following  significant  technological  advantages  over  traditional  approaches  to  drug  discovery,  all  of  which  enable  shortening

timelines, decreasing costs, and increasing the probability of success of drug discovery efforts:

•

•

•

Speed. Our platform is able to evaluate molecules in hours rather than the weeks that it typically takes to synthesize and assay molecules in the laboratory.

Scale. Our platform can explicitly evaluate tens of billions of molecules per week, whereas traditionally operated discovery projects only synthesize approximately
one thousand molecules per year, thereby increasing the probability that we find a novel molecule with the desired property profile.

Quality. In a peer-reviewed study, our platform was tested against traditional methods for selecting tight-binding molecules and resulted in an eight-fold increase in
the number of molecules with the desired affinity.

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The figure below compares the optimization process of drug discovery using traditional methods and our approach.

Our computational platform includes a broad array of proprietary capabilities:

•

•

•

•

•

Faster  Lead  Discovery:  the  ability  to  rapidly  identify  potent  molecules  suitable  to  initiate  hit-to-lead  and  lead  optimization  efforts  via  solutions  for  virtual
screening of extremely large libraries of molecules, as well as physics-based replacement of the central core of a molecule, known as scaffold hopping, to identify
novel, highly potent molecules unavailable in library collections;

Accurate Property Prediction: the ability to assess key properties of drug-like molecules using physics-based calculations with accuracy comparable to that of
experimental laboratory assays, to facilitate optimization of drug properties, including drug potency, selectivity, and bioavailability;

Large-Scale  Molecule  Exploration:  the  ability  to  computationally  ideate  and  explore  novel,  high-quality  drug-like  molecules  for  consideration  by  discovery
project  teams  utilizing  computational  enumeration  and  generative  machine  learning  techniques  that  are  trained  and  constructed  to  yield  molecules  that  are
synthetically feasible;

Large-Scale Molecule Evaluation: the ability to scale our calculations of key drug properties to ultra-large idea sets of over a billion molecules to enable more
rapid and successful identification of high-quality drug candidate molecules via integration of next-generation machine-learning methods with our physics-based
techniques, as well as large-scale utilization of internal and cloud computing resources; and

Integrated Data Management and Visualization: the ability to generate, access, and analyze the data derived from complex calculations integrated with assay
data through a powerful and user-friendly graphical interface.

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Recognition  of  our  scientific  advances  has  come  through  customer  adoption,  and  in  citations  of  publications  in  peer  reviewed  journals.  For  example,  the  initial  paper
describing our ligand-protein docking program, Glide, published in 2004 is currently the most cited paper in the history of the Journal of Medicinal Chemistry, a premier journal
in its field. Glide continues to be broadly used as a hit-finding technology throughout the biopharmaceutical industry by our customers. We have made many similar scientific
advances in fields including druggability assessment, affinity calculation, protein structure refinement, and molecule ideation and design. These advances were achieved by our
team  of  hundreds  of  Ph.D.-level  scientists  and  software  engineers  with  extensive  input  from  our  Scientific  Advisory  Board,  or  SAB,  which  includes  thought  leaders  in
computational chemistry, physics-based simulations, statistical mechanics, and machine learning.

Also, critically important to the advances we have made are the performance gains offered by using graphical processing unit, or GPU, computing and the cloud. Our
platform is capable of running on all major cloud providers and taking advantage of their combined compute power. Combining the dramatic effects of GPU and cloud computing
with our integrated physics-based and machine learning technologies enables shortening timelines, decreasing costs, and increasing the probability of success of drug discovery
efforts.

Our computational platform is also applicable to new problems of interest and new fields of study. Since the underlying physics that drives a biologic to bind to its target
is no different than the physics that drives a small drug molecule to bind to a protein, we have been able to successfully apply these technologies to the discovery of biologics.
Similarly, the physics underlying the properties of materials is no different than the physics underlying the properties of drug molecules. Therefore, we have successfully applied
our computational platform to materials science applications, including in the fields of aerospace, energy, semiconductors, and electronic displays.

Software Business

Overview

We are transforming drug discovery and materials design by driving widespread adoption of our computational platform by biopharmaceutical and industrial companies,

academic institutions, and government laboratories globally.

We  are  the  leading  provider  of  computational  software  solutions  for  drug  discovery  to  the  biopharmaceutical  industry.  In  2020,  all  of  the  top  20  pharmaceutical
companies, measured by 2019 revenue, licensed our solutions, accounting for $31.9 million, or 34%, of our software revenue in 2020. Additionally, in 2020, our software was
used by researchers around the world at more than 1,690 academic institutions. The widespread adoption of our software is supported by an approximately 130-person global
team  of  sales,  technical,  and  scientific  personnel.  Our  direct  sales  operations  span  across  the  United  States,  Europe,  Japan  and  India,  and  we  have  sales  distributors  in  other
important markets, including China and South Korea.

We  have  a  diverse  and  large  existing  customer  base,  ranging  from  startup  biotechnology  companies  to  the  largest  global  pharmaceutical  companies  as  well  as  an
increasing number of materials science customers. Our ten largest software customers represented approximately 29% of our software revenue in 2020, and no single software
customer  represented  more  than  5%  of  our  software  revenue.  We  continue  to  expand  our  customer  base  as  we  promote  the  education  and  recognition  of  the  potential  of  our
computational platform across industries. As of December 31, 2020, we had 1,463 active customers, which we define as the number of customers who had an ACV of at least
$1,000 in a given fiscal year, and the figure below shows the growth in the number of our active customers since 2013.

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We believe there is a significant opportunity to expand the adoption of our platform within our growing customer base. Biopharmaceutical companies are increasingly
adopting our software at a larger scale, and we anticipate that this scaling-up will drive future revenue growth. Our ability to expand within our customer base is demonstrated by
the  increasing  number  of  our  customers  with  an  ACV  over  $100,000.  We  had  153,  131,  and  122  such  customers  for  the  years  ended  December  31,  2020,  2019,  and  2018,
respectively. In addition, we had 16, 10, and 11 customers for the years ended December 31, 2020, 2019, and 2018, respectively, with an ACV of over $1.0 million. We believe
biopharmaceutical companies are increasingly recognizing and applying the power and efficiency of our platform.

Furthermore, we believe our sales and marketing approach and the quality of our software solutions help us cultivate long-standing relationships and reoccurring sales.
This is demonstrated by the length of our key relationships, with the average tenure of our 10 largest customers in 2020 being over 18 years. Furthermore, our ability to expand
our customer relationships over time is exemplified by our ability to retain our customers with an ACV over $100,000. For the year ended December 31, 2020, our year-over-year
customer retention rate for our customers with an ACV over $100,000 was 99% and was 96% or higher for each of the previous seven fiscal years. We believe the continued
expansion of our customer base coupled with our ability to expand our customers’ use of our software will continue to drive revenue growth. The figure below shows the different
ways in which we are accelerating our growth.

See  “Management’s  Discussion  and  Analysis  of  Financial  Condition  and  Results  of  Operations—Key  Factors  Affecting  Our  Performance”  for  additional  information

regarding ACV and customer retention rate.

Our Software Solutions for Drug Discovery

We  offer  our  customers  a  variety  of  software  solutions  that  accelerate  all  stages  of  molecule  discovery,  design,  and  optimization  pursuant  to  agreements  with  terms
typically for one year. Our licenses give our customers the ability to execute a certain number of calculations across specified software solutions. Certain of our key software
solutions are highlighted below, along with the particular stage of drug discovery in which they are employed:

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•

Target  Identification  and  Validation:  the  identification  and  evaluation  of  a  protein  target  that  might  be  worthwhile  to  pursue  as  the  subject  of  a  drug
discovery campaign.

o WaterMap characterizes the locations and energetics of water molecules occupying the binding site of, or solvating, a target protein. From this
analysis, one can infer the druggability of a protein, as well as uncover opportunities to significantly increase binding affinity by exploiting the
water structure in the binding site.
SiteMap allows binding site identification and evaluation to help locate potential protein binding sites, including allosteric sites, and predict the
approximate druggability of those sites.
GlideEM, PrimeX and Phenix/OPLS4 enable optimization of intermediate quality experimental protein structures to a quality sufficient to drive
structure-based drug discovery.

o

o

•

Hit Discovery: the identification of hit molecules.

o

o

FEP+ is our free energy calculation software. In hit discovery, this software can be used to replace the central core of earlier known tight binding
molecules to identify novel, highly potent molecules unavailable in library collections. Often these molecules have much higher binding affinity
and have a better property profile than typical hit molecules. FEP+ has also recently been extended to support the calculation of absolute binding
affinities, which enables the software to evaluate and triage diverse molecules sharing no common peripheral features in a hit discovery context.
Glide is our virtual screening program that is used to screen libraries of molecules to find hit molecules likely to bind a particular protein target in
a specific conformation.

o WScore  is  our  next-generation  virtual  screening  program  that  utilizes  a  more  accurate  and  robust  description  of  protein-ligand  interaction
solvation effects. This and other novel features enable WScore to more reliably find hit molecules for challenging protein targets when screening
libraries of molecules.
Shape uses the three-dimensional structure and shape of earlier known hit molecules to find new hits when screening libraries of molecules.
AutoQSAR/DeepChem uses modern machine-learning methods trained to earlier known hit molecules to find novel hits when screening libraries
of molecules.
Induced fit docking, or IFD, can computationally predict the binding mode of molecules to a binding site of a protein, including predicting how
the conformation of the protein binding site may reorganize upon binding the molecule.

o
o

o

•

Hit  to  Lead  and  Lead  Optimization:  Hit  to  lead  is  the  stage  at  which  small  molecule  hits  are  evaluated  and  undergo  limited  optimization  to  identify
promising lead molecules. Lead optimization improves on the property profile of lead molecules by designing new analogs with improved potency, reduced
off-target activities, and favorable physicochemical/metabolic properties.

o

o

o

FEP+ is our free energy calculation software. In the hit to lead and lead optimization phases of drug discovery, FEP+ is used to predict the binding
affinity of ligands to proteins with accuracy approaching that of physical experiments. It allows precise rank-ordering of large libraries of virtual
molecules so that only the most potent molecules are synthesized in a program, which can save time and reduce cost. FEP+ can also be used to
calculate  the  binding  selectivity,  solubility,  and  mutational  resistance  profiles  of  molecules,  which  are  key  properties  for  the  optimization  of
bioavailability, toxicology, and efficacy.
AutoQSAR/DeepChem  uses  modern  machine-learning  methods  to  produce  predictive  quantitative  structure-activity  relationship,  or  QSAR,
models. This allows more accurate methods, such as FEP+, to be applied at a much greater scale but with less accuracy to much larger sets of
molecules  than  would  otherwise  be  possible  and  enables  predictive  QSAR  models  of  other  properties  to  be  developed  and  deployed  on  drug
discovery projects.
PathFinder  is  an  enumeration  tool  that  enables  the  rapid  exploration  of  synthetically  tractable  ligands.  When  PathFinder  is  deployed  in
conjunction with multiparameter optimization, machine learning, and FEP+ simulations, it provides a streamlined approach to create and evaluate
large sets of synthetically tractable, lead-like, potent ligands.

•

Software Solutions Used Throughout the Drug Discovery Process:

o

LiveDesign is our user-friendly enterprise informatics solution that enables interactive and collaborative molecule design, aggregation and sharing
of data, and end-to-end discovery project coordination between chemists, modelers, and biologists.

o Maestro is our user-friendly modeling environment, which allows expert modelers to utilize our advanced modeling solutions.

Our Software Solutions for Materials Science

We also sell software licenses to customers engaged in molecule design for industrial purposes. The software solutions for our materials science customers leverage much

of the same technology as our software for biopharmaceutical companies. In addition,

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similar to traditional drug discovery efforts, traditional approaches to discovering new molecules in these fields also suffer from long timelines, and it can take as long as 10 to 20
years to bring new materials to the market. We are focused on leveraging our technology to transform the way new materials are discovered, and we believe that materials science
industries are only beginning to recognize the potential of computational methods. We are continuing to build a team of subject matter experts to further drive adoption of our
computational platform in each of the following areas in which we currently operate:

•

•

•

•

•

•

mobile electronics and displays—organic electronics (OLED);

aerospace and defense—polymers, composites;

microelectronics—semiconductors, thin film processing;

oil and gas—catalysis, reactivity;

energy—alternative energy, batteries; and

consumer packaged goods—soft matter, formulations.

As part of our ongoing efforts to further advance our software solutions for materials science applications, in June 2020, we entered into a three-year agreement with

Gates Ventures, LLC to develop and apply atomistic simulations methods to improve battery performance.

Drug Discovery Business

Overview

We are using our computational platform in both collaborative and internal drug discovery programs. Traditional drug discovery and development efforts have become
increasingly  complex,  lengthy,  capital-intensive,  and  are  prone  to  high  failure  rates.  Decreasing  returns  on  investments  in  drug  research  and  development  have  created  a
significant opportunity for us to leverage our computational platform to design and discover new medicines. In drug discovery stages, our platform can reduce the time and cost
required to identify a development candidate with a more optimized property profile as compared to traditional methods. We believe that these candidates with more optimized
property profiles will have a higher probability of success in clinical development.

The figure below illustrates the advantages in time, cost, and molecule quality of our computational drug design approach over traditional drug discovery approaches.

The figures below show the number of collaborative programs we have worked on in each given year, as well as the amount of drug discovery revenue we have generated
for the periods presented. While our revenue-generating collaborations are an important component of our business, our strategy is to pursue an increasing number of internal
programs  and  strategically  evaluate  on  a  program-by-program  basis  entering  into  clinical  development  ourselves,  entering  into  collaboration,  or  out-licensing  programs  to
maximize commercial opportunities. As part of this strategy, in November 2020, we entered into an exclusive, worldwide collaboration and license agreement with BMS pursuant
to which we and BMS agreed to collaborate in the discovery, research and clinical development of small molecule compounds for biological targets in the oncology, neurology
and immunology therapeutic areas. These programs are not included in the number of collaborative programs described below. See “—Our Pipeline” for a further discussion of
these programs.

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Furthermore, collaborative programs which we did not actively work on in a given year, but for which we are still eligible to receive potential milestone payments and
royalties, are not included in the number of collaborative programs below. For the year ended December 31, 2020, we had nine such programs compared to two and one for the
years ended December 31, 2019 and 2018, respectively. The number of these programs has increased as a result of a higher proportion of our collaborative programs advancing
beyond the discovery phase, which is typically the stage where we are actively involved in the discovery of development candidates together with our collaborators.

Our drug discovery revenue consists of revenue generated from collaborations through the combination of upfront payments, research funding payments, discovery and
development  milestones,  and  other  fees,  as  well  as  any  revenue  generated  from  our  pipeline  of  internal  drug  discovery  programs,  including  revenue  generated  from  our
collaboration  with  BMS.  As  part  of  the  BMS  collaboration  in  November  2020,  we  received  an  upfront  payment  of  $55.0  million.  Approximately  $1.0  million  of  the  upfront
payment was included in our drug discovery revenue for the year ended December 31, 2020, with the remainder recorded as deferred revenue as of December 31, 2020.

Our Drug Discovery Expertise

Our drug discovery group is comprised of a team of over 80 experts in protein science, biochemistry, biophysics, medicinal and computational chemistry, and discovery
scientists with expertise in preclinical and early clinical development. Many of our scientists have decades of biopharmaceutical industry experience across multiple disciplines
and  areas  of  expertise  and  deploy  our  computational  platform  across  an  array  of  disease  targets  and  indications.  Our  differentiated,  physics-based  platform  empowers  our
integrated team of experts to design better molecules, in shorter time frames, and at a lower cost than traditional drug design.

Our Drug Discovery Collaborations

Over the last decade, leveraging our platform and expertise, we have steadily grown our portfolio of collaborations with biopharmaceutical companies that have provided
us with significant income and have the potential to produce additional milestone payments, option fees, and future royalties. These programs pursue design of clinical candidates
across  a  wide  range  of  therapeutic  target  protein  classes  and  indications.  Many  of  these  programs  are  pursuing  novel  molecules  for  targets  where  a  low-dose  small  molecule
inhibitor or activator with optimal drug-like properties has been difficult to achieve or where selectivity for the target of interest has been difficult to achieve relative to other
proteins.  We  have  steadily  grown  our  pipeline  of  collaborations  by  selectively  entering  into  drug  discovery  collaborations  with  high  potential  from  a  large  number  of
opportunities.  Among  the  key  factors  that  we  use  to  select  collaborators  are  whether  the  targets  are  well-validated,  have  high  therapeutic  potential,  and  are  amenable  to  the
strengths of our computational platform, and whether or not the collaborator brings complementary capabilities, all of which we believe contribute to an increased probability of
success.

Through access to the maximum potential scale of our computational platform and our drug discovery and software development teams, our collaborators receive the

following key benefits:

•

Immediate utilization of our platform: Ability to immediately and efficiently leverage the full benefits of our computational platform, without the need for
training or ramp-up time, thereby enabling accelerated drug discovery.

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•

•
•

Access to massive compute power: Ability to run our computational software on one of the largest GPU clusters dedicated to drug design in the industry,
thereby avoiding the time and cost needed to build this infrastructure on their own.
Early access to cutting-edge functionality: Real-time access to emerging solutions as they are being developed.
Target exclusivity: Under our collaboration agreements, we agree to design drugs for a particular protein target or targets using our computational platform
and knowhow exclusively for the collaborator.

Collaboration Agreements

We  have  entered  into  a  number  of  collaborations  with  biopharmaceutical  companies  under  which  our  collaborators  are  pursuing  research  in  a  number  of  therapeutics
areas, including without limitation, various programs in oncology, antifungal diseases, fibrosis, inflammatory bowel disease, metabolic disease, autoimmune disease, immune-
oncology, cardiopulmonary disease and tuberculosis. Our current collaborators include Ajax Therapeutics, Inc., Bright Angel Therapeutics Inc., Faxian Therapeutics, LLC, or
Faxian,  Morphic  Holding,  Inc.,  Nimbus  Therapeutics,  LLC,  Ono  Pharmaceuticals  Co.,  LTD.,  Sanofi  S.A.,  ShouTi  Inc.,  Sun  Pharma  Advanced  Research  Company  Ltd.,  TB
Alliance and Takeda Pharmaceuticals Company Limited, or Takeda. With the exception of Takeda, where we retain all intellectual property rights until Takeda exercises its option
to acquire a program, all of the programs being pursued under these collaborations are fully owned and controlled by each respective collaborator. Our opportunity to receive
potential  revenues  from  any  of  these  programs  is  generally  limited  to  research  funding  payments,  development,  regulatory,  and  commercial  milestones,  option  fees  to  license
projects and royalties on commercial sales, if any. We are not responsible for advancing their preclinical or clinical development or their commercialization, if approved.

Equity Stakes. We have received equity consideration in certain of our collaborators, and from time to time, we have also made additional equity investments in certain of
these collaborators. As noted above, all of these programs are fully owned and controlled by each respective collaborator, with the exception of Faxian, which is a 50/50 joint
venture. The following table presents our equity stakes on an issued and outstanding basis as of December 31, 2020:

Company
Ajax Therapeutics, Inc.
Bright Angel Therapeutics Inc.
Faxian Therapeutics, LLC (JV)
Morphic Holding, Inc. (1)
Nimbus Therapeutics, LLC (2)
Ravenna Pharmaceuticals, Inc.
Relay Therapeutics, Inc.(3)
ShouTi, Inc.

Ownership %
8.7%
33.3%
50.0%
2.6%
6.9%
3.1%
0.5%
6.1%

(1)

(2)
(3)

Based on the number of shares of common stock outstanding as of February 24, 2021, as reported on Morphic’s Annual Report on Form 10-K for the year ended December 31, 2020, as filed with the SEC on March
1, 2021.
On a fully diluted unit basis.
Based on the number of shares of common stock outstanding as of November 10, 2020, as reported on Relay’s Quarterly Report on Form 10-Q for the quarter ended September 30, 2020, as filed with the SEC on
November 12, 2020. In January 2021, we disposed of our equity stake in Relay Therapeutics, Inc. for aggregate consideration of $15.7 million.

Financial Rights. In addition to our equity stakes in certain of our collaborators, we also have rights to various payments on a collaborator-by-collaborator agreement
basis including research funding payments, discovery, development, and commercial milestones, potential option fees to license projects, and potential royalties in the single-digit
range. Under certain of our collaboration agreements, we are also eligible to receive a percentage of our collaborators’ sublicense revenue.

Most of our collaborative programs are currently still in the discovery stages. Generally, the size of the payments we are eligible to receive from a collaborative program
increases  as  the  program  advances.  As  a  result  of  the  broader  validation  of  our  platform,  we  intend  to  pursue  an  increasing  number  of  wholly-owned  programs,  and  we  will
continue  evaluating  new  collaborative  programs  that  fit  our  selection  criteria  and  where  the  collaborator’s  particular  expertise  has  the  potential  to  create  substantial  value.
Importantly, our current collaboration agreements typically also contemplate additional program targets being added, allowing our collaborators to potentially increase the number
of programs under our current collaboration agreements.

However, because these collaborations are not under our control, we cannot predict whether or when we might achieve any event-based increases in research funding
payments, milestone payments, royalty or other payments under these collaborations or estimate the full amount of such payments, and we may never receive any such payments.
For a further discussion of the risks we face

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with respect to receipt of any of these payments, please refer to “Risk Factors—Risks Related to Drug Discovery—We may never realize a return on our investment of resources
and cash in our drug discovery collaborations”.

How We Work with Our Collaborators. Generally, our existing collaboration agreements provide that we agree to design drugs for a particular target or targets using our
computational  platform  and  knowhow  exclusively  for  the  collaborator.  The  collaborator  retains  the  intellectual  property  related  to  any  molecules  developed  under  the
collaboration. Generally, our collaborators are not contractually required to provide us with, nor do we expect generally to receive, access to nonpublic information regarding key
developments  related  to  the  advancement  of  these  collaboration  programs,  such  as  clinical  trial  results,  including  safety  and  efficacy  data,  regulatory  communications,  or
commercialization  plans  and  strategies.  To  the  extent  we  do  receive  such  information,  our  collaboration  agreements  generally  require  us  to  maintain  the  confidentiality  of
information we receive under the collaboration.

As  our  collaboration  strategy  has  evolved,  we  are  seeking  to  take  more  direct  control  and  responsibility  for  all  aspects  of  a  drug  discovery  project  and  own  a  higher
percentage of the value generated in the completed programs. For example, under our collaboration with Takeda, after mutual agreement on the target(s) of interest, our drug
discovery  group  conducts  all  drug  discovery  research  and  pharmacology  activities  through  the  development  candidate  stage.  Takeda  has  the  option  to  acquire  the  program  at
either the lead optimization stage or development candidate stage and to develop and commercialize product candidate(s) from the program. Importantly, under the collaboration
with  Takeda,  we  control  the  drug  discovery  process  and  retain  all  intellectual  property  rights  to  any  product  candidates  that  are  discovered  under  the  program  until  Takeda
exercises its option to acquire the program. The collaboration with Takeda anticipates drug discovery research on up to six targets. Three programs have been initiated to date in
schizophrenia,  oncology,  and  neurodegenerative  disease  with  multiple  milestone  payments  achieved.  Two  of  these  programs  continue  to  advance  while  the  program  in
schizophrenia is no longer an active collaboration and all rights to this program will continue to be retained by us.

Our Pipeline

In mid-2018, we launched a pipeline of internal, wholly-owned programs with the goal of rapidly advancing the discovery of best-in-class and first-in-class therapies. Our
initial  programs  are  focused  on  discovering  and  developing  inhibitors  for  targets  in  DNA  damage  response  pathways  and  genetically  defined  cancers.  Since  then,  we  have
expanded into other therapeutic areas, including in the areas of immunology and neurology. We continue to advance multiple internal programs towards investigational new drug,
or IND, -enabling studies, and we expect to submit up to three IND applications in 2022, with our first submission expected in the first half of 2022, subject to favorable data
from IND-enabling studies. Our strategy is to pursue an increasing number of wholly-owned programs and strategically evaluate on a program-by-program basis entering into
clinical development ourselves, entering into collaborations, or out-licensing programs to maximize commercial opportunities.

As  part  of  this  strategy,  in  November  2020,  we  entered  into  an  exclusive,  worldwide  collaboration  and  license  agreement  with  BMS  pursuant  to  which  we  and  BMS
agreed to collaborate in the discovery, research and development of small molecule compounds for biological targets in the oncology, neurology and immunology therapeutic
areas. The collaboration includes HIF-2 alpha and SOS1/KRAS, which are two of our internal pipeline programs. Under the terms of the agreement, we received a $55.0 million
upfront payment from BMS, and we are eligible to receive up to $2.7 billion in total milestones from BMS across all potential targets, as well as a tiered percentage royalty on net
sales of each product commercialized by BMS ranging from mid-single digits to low-double digits, subject to certain specified reductions. See “—Collaboration Agreement with
Bristol-Myers Squibb Company” for additional information relating to this agreement.

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The following is a summary of our drug discovery programs:

Our Approach to Target Selection

Our selection of targets is based on an extensive analysis of human targets and drug discovery programs. We analyze targets using automated methods at scale. The key

steps we take in prioritizing programs involve:

•

•

•

•

Structural and modeling enablement. We use our computational platform to analyze protein structure quality as well as druggability of binding sites across
thousands of target proteins in parallel. For a subset of high-quality structures of interest, we confirm amenability to our computational platform.
Evaluation  of  therapeutic  potential.  Our  selection  of  targets  is  strongly  influenced  by  the  level  of  validation  of  the  target,  including  analysis  of  human
genetics and prior clinical data.
Identification  of  unsolved  design  challenges.  We  determine  whether  there  are  property  profile  challenges  that  could  be  solved  by  the  application  of  our
computational platform and provide a clinically meaningful differentiated, best-in-class or first-in-class product opportunity.
Assessment of potential value of pathways and mechanisms. We evaluate industry and commercial interest as well as the clinical utility with the aim of
prioritizing programs with high commercial and therapeutic potential.

Using this comprehensive analysis, we have identified a large number of protein targets that we believe are amenable to our technology. We continue to evaluate a number

of additional targets using this analysis methodology.

CDC7 Kinase Inhibitor Program

We are developing tight-binding, selective, novel small molecule inhibitors of CDC7 for the treatment of advanced solid and liquid tumors. CDC7 is a serine/threonine
protein kinase that has been shown to be a required step in DNA replication initiation. CDC7 levels are high in certain tumors, and are thought to be linked to these cancer cells’
proliferative capacity and ability to bypass normal DNA damage responses.

CDC7  phosphorylates  and  activates  the  enzymes  responsible  for  DNA  replication  initiation.  Disruption  of  CDC7  activity  in  cancer  cells  leads  to  delayed  DNA

replication, cell cycle abnormalities, and cell death.

The  antiproliferative  potential  of  CDC7  inhibition  was  validated  by  a  third  party  in  Phase  1  clinical  trials  of  a  CDC7  inhibitor  in  which  responses  were  observed  in
patients,  including  those  with  bladder  and  pancreatic  cancer.  Prior  to  this  positive  result,  existing  CDC7  inhibitors  were  not  sufficiently  tight-binding,  lacked  selectivity,  and
demonstrated poor pharmacokinetic properties.

In order to maximize the number of cancer cells in cell cycle arrest, very tight-binding inhibitors are required to achieve durable clinical impact as monotherapy or in the
context of clinical combinations. Using our computational platform, we have identified multiple tight-binding, selective, and novel CDC7 inhibitor series and are preparing for
preclinical development activities.

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As shown in the figure below, our early molecules demonstrated inhibition of a downstream biomarker of CDC7, intratumoral phosphorylated MCM2, or pMCM2, that
was used as an endpoint in recent third-party clinical trials of a CDC7 inhibitor. Furthermore, one series of our molecules displayed high levels of brain penetration in preclinical
assays, which may provide an opportunity for the treatment of brain metastases in solid tumor patients. Combination of our early molecules and the Wee1 inhibitor AZD1775
(adavosertib),  which  is  undergoing  clinical  trial  testing  in  cancer  patients,  showed  additive  anti-proliferative  effect  in  Colo205  cells,  or  human  colon  adenocarcinoma  cells.
Combination  of  another  of  our  molecules  and  olaparib,  an  FDA-approved  PARP  inhibitor  marketed  as  LYNPARZA  by  AstraZeneca,  also  showed  additive  anti-proliferative
effects in H460 cells, or human non-small-cell lung cancer cells. Additive effects were also shown in combination with ceralasertib, an ataxia telangiectasia and Rad3-related, or
ATR, inhibitor in Colo205 cells.

Wee1 Kinase Inhibitor Program

Wee1 is a gatekeeper checkpoint kinase that prevents cellular progression through the cell cycle allowing time for DNA repair before cell division takes place. We are
therefore developing tight-binding, selective Wee1 inhibitors with optimized physicochemical properties that we believe will be well suited for combinations with other DNA
damage response therapies such as PARP and ATR inhibitors for the treatment of ovarian, pancreatic, breast, and lung cancers.

Wee1 acts as a negative regulator of entry into mitosis at the G2/M transition by protecting the nucleus from CDC2, an important activator that triggers cell division.
Wee1 is one of the two mechanisms known by which the G2 checkpoint is initiated in response to DNA damage. Blockade at the G2 checkpoint is especially important, as some
tumors rely on DNA repair at the G2 checkpoint. Thus, inhibition of Wee1 can trigger massive DNA breakage and apoptosis in tumor cells.

A Wee1 inhibitor currently being investigated in Phase 2 clinical trials by a third party has shown clinically meaningful tumor regression with partial responses and stable

disease in ovarian cancer and small cell lung carcinoma, and is being studied in combinations with chemotherapy, PARP inhibitors, and immunotherapy.

A prior third party Wee1 inhibitor that has advanced to clinical trials may have off-target effects resulting from inhibition of polo-like kinase 1, or PLK1, and inactivation
of a liver enzyme, CYP3A4, which is responsible for elimination of drug and drug metabolites from the body, making dosing and combinations more challenging. We believe our
computational platform can be used to identify tight-binding molecules with optimized drug-like properties that exhibit neither of these liabilities.

We  have  identified  Wee1  inhibitor  lead  molecules  that  are  tight-binding  and  100-fold  more  selective  for  Wee1  versus  PLK1,  and  have  exhibited  a  favorable  property
profile, including no observable inactivation of CYP3A4. We are pursuing in vitro and in vivo Wee1 and PARP inhibitor combination studies and studies in patient-derived tumor
mouse models and other combinations, which we believe may have implications for future clinical combination trials.

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MALT1 Inhibitor Program

We are developing novel MALT1 inhibitors for the treatment of patients with non-Hodgkin’s lymphoma and chronic lymphocytic leukemia who are resistant to or have
relapsed on Bruton’s tyrosine kinase, or BTK, inhibitors, a currently-approved therapy for lymphoma patients. Constant activation of nuclear factor-kappa B, or NF-kB, a key
signaling  molecule  in  B  cells,  is  a  hallmark  of  several  subtypes  of  lymphoma.  MALT1  is  a  protein  that  is  downstream  of  BTK  in  the  NF-kB  signaling  pathway  and  when
rearranged, drives lymphoma cell growth.

The  anti-proliferative  effect  of  covalent  BTK  inhibitors,  such  as  ibrutinib  and  acalabrutinib,  provides  clinical  and  commercial  proof-of-concept  that  inhibiting  NF-kB
signaling  can  be  effective  for  the  treatment  of  B-cell  malignancies  with  elevated  B-cell  receptors  signaling,  including  chronic  lymphocytic  leukemia,  Waldenström’s
macroglobulinemia,  mantle  cell  lymphoma  and  marginal  zone  lymphoma.  However,  a  common  active  site  mutation  in  patients  following  long-term  BTK  inhibitor  treatment
prevents covalent binding of ibrutinib and acalabrutinib to BTK leading to loss of efficacy.

Activated B-cell, or ABC, a subtype of diffuse large B-cell lymphoma, or ABC DLBCL, is the most common type of aggressive non-Hodgkin B-cell lymphoma. ABC
DLBCL is associated with a number of mutations that trigger a constitutively active NF-kB signaling pathway, which often is mediated by increased MALT1 protease activity.
Among these mutations is a gain of function mutation or amplification of MALT1, which has also been identified in ABC DLBCL patients.

We have used our computational platform to rapidly identify novel, tight-binding MALT1 small-molecule allosteric inhibitors with drug-like properties. Furthermore, we

have been able to demonstrate that our MALT1 inhibitors show additive effects when combined with BTK inhibitors in ABC DLBCL lymphoma cell lines.

In OCI-LY3 cells, which are resistant to BTK inhibitors, our current MALT1 inhibitors showed dose responsive anti-proliferative effects compared to ibrutinib, strongly

suggesting the potential of our inhibitors to benefit patients with acquired resistance due to long term BTK inhibitor treatment.

Our MALT1 inhibitors demonstrated in vivo target engagement with decreased tumor B-cell lymphoma 10 (BCL 10) cleavage in a mouse model bearing OCI-LY10 cell
derived  tumors  after  oral  daily  dosing.  Further,  additive  anti-proliferative  effects  were  observed  when  combining  our  inhibitors  with  ibrutinib  and  acalabrutinib  in  preclinical
studies of OCI-LY10 cells, which are responsive to BTK inhibitors. Additional combination studies were conducted with a next generation BTK inhibitor, ARQ-531, a third-party
investigational reversible non-covalent inhibitor of BTK that inhibits wild type and ibrutinib-resistant BTK-C481S mutants. Our MALT1 inhibitors showed additive effects when
combined  with  ARQ-531  in  preclinical  studies.  This  supports  the  potential  for  our  MALT1  inhibitors  to  be  combined  with  BTK  inhibitors  to  treat  patients  with  B-cell
malignancies who no longer respond to existing BTK inhibitors.

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HIF-2 alpha Inhibitor Program

In collaboration with BMS, we are developing a HIF-2 alpha inhibitor for the treatment of renal cell carcinoma as monotherapy or in combination with immunotherapy
agents, PD-1 or PDL-1 antibodies, and potentially other indications, such as pulmonary hypertension. HIF-2 alpha, also known as EPAS1, is one of several master regulators of
intratumoral hypoxia and control hypoxia-mediated pathological processes in tumors, including angiogenesis, pH homeostasis, cell migration/invasion, stem cell pluripotency,
immune evasion, and therapy resistance. In third-party studies, clinical proof of concept was recently demonstrated for the role of HIF-2 alpha inhibition in patients with clear cell
renal cell carcinoma, or CCRCC, caused by a germline mutation in the Von Hippel-Lindau tumor suppressor gene.

Pursuant  to  our  collaboration  and  license  agreement  with  BMS,  once  we  have  discovered  or  identified  a  HIF-2  alpha  inhibitor  that  meets  specified,  mutually-agreed
criteria (or upon BMS’s selection), BMS will be solely responsible for the further preclinical and clinical development, manufacturing and commercialization of such candidate at
its own expense. See “—Collaboration Agreement with Bristol-Myers Squibb Company” for additional information relating to this agreement.

SOS1/KRAS Inhibitor Program

In collaboration with BMS, we are developing a SOS1/KRAS protein-protein interaction inhibitor for the treatment of KRAS-driven cancers. SOS1, or Son of sevenless-
1, is involved in the activation and regulation of KRAS. Oncogenic mutant KRAS stimulates the growth of some of the most intractable tumors, such as lung, pancreatic, and
colon cancer. Strategies to disrupt the persistently active Ras pathway have focused on targeting Cys12 of the oncogenic mutant KRAS G12C with covalent inhibitors. Disruption
of the SOS1/KRAS interaction has emerged as an alternative approach based on third party preclinical data. Our initial efforts suggest that we can leverage our computational
platform to identify a novel development candidate for this target.

Pursuant  to  our  collaboration  and  license  agreement  with  BMS,  once  we  have  discovered  or  identified  a  SOS1/KRAS  protein-protein  interaction  inhibitor  that  meets
specified,  mutually-agreed  criteria  (or  upon  BMS’s  selection),  BMS  will  be  solely  responsible  for  the  further  preclinical  and  clinical  development,  manufacturing  and
commercialization  of  such  candidate  at  its  own  expense.  See  “—Collaboration  Agreement  with  Bristol-Myers  Squibb  Company”  for  additional  information  relating  to  this
agreement.

Future Programs

We have identified a large number of protein targets that we believe are amenable to our computational platform, which creates a large and growing inventory of targets
that we can potentially advance into discovery programs. Our drug discovery group also intends to pursue targets with strong biological validation and therapeutic potential that
currently lack protein structures of sufficient

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quality to permit the use of our computational platform for drug discovery. We are actively pursuing strategic alliances with collaborators that have the ability to generate high-
quality protein structures for these targets, which will enable us to initiate discovery efforts. For example, as part of these efforts, in 2020 we entered into strategic partnerships
with Viva Biotech to access new x-ray crystal structures as well as with Thermo Fisher Scientific to obtain structures of protein complexes leveraging cryo-EM technology.

Our  initial  programs  are  focused  on  discovering  and  developing  inhibitors  for  targets  in  DNA  damage  response  pathways  and  genetically  defined  cancers.  Genomic
instability of malignant cells leads to genetic mutations that can drive resistance to kinase inhibitors, creating the need for second and third generation drugs targeting the same
disease.  Our  computational  platform  has  been  shown  to  be  capable  of  predicting  the  impact  that  mutations  in  the  kinase  domain  have  on  drug  binding,  potency,  and  drug
sensitivity. Use of our platform to assess and evaluate the impact of clinical mutations on drug potency can be a powerful tool for drug discovery. We believe that deploying our
platform at scale with access to genomic profiling data for patients puts us in a strong position to predict the impact of active-site resistance mutations with clinically relevant
accuracy to optimize the design of molecules that are robust against common resistant mutations. Since we have launched our initial programs which are focused on oncology, we
have expanded into other therapeutic areas, including in the areas of immunology and neurology.

Technical Details of Our Key Technologies

Calculation of key drug properties using physics-based methods

Over the past 30 years and with the concerted effort of hundreds of our scientists and software engineers, we have developed a physics-based computational platform that
is capable of predicting the binding affinity of a drug molecule with a high degree of accuracy. The binding affinity of a drug molecule to a target protein is the key driving force
of its in vivo efficacy. Specifically, when a drug binds to a target protein, the affinity with which it binds directly affects the extent to which it will modulate the function of the
protein. Therefore, the ability to predict the binding affinity of a drug molecule to a target protein with a high degree of accuracy can significantly accelerate discovery of new
efficacious medicines.

Accurately calculating the binding affinity of a drug molecule to a protein is enormously complex and requires a full characterization of all the physical contributions to
the  binding.  These  contributions  include  the  deformation  and/or  rigidification  of  the  small  molecule  into  the  bound  conformation  (ΔG(1)  in  the  figure  below)  and  the
rigidification of the protein in the bound conformation (ΔG(2)), the removal of waters surrounding the molecule (ΔG(3)) and the removal of waters within the protein binding site
(ΔG(4)), and finally the interactions achieved between the molecule and protein when binding to form the protein-molecule complex (ΔG(5)).

We  have  developed  a  solution  to  consistently  assess  all  of  these  contributions  to  binding  with  a  high  degree  of  accuracy,  building  on  a  method  called  “free  energy

perturbation.” Free energy perturbation perturbs, or transforms, an initial molecule into

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another molecule of interest and evaluates how that transformation changes binding affinity to a particular protein target. Our solution for conducting these calculations is called
FEP+. FEP+ is enabled by the following differentiated constituent technologies:

•

•

•

•

•

•

classical molecular mechanics force field with broad coverage of drug-like molecules with a high degree of accuracy;

an automated workflow allowing for force field coverage to be extended on the fly utilizing our accurate quantum mechanics software;

computationally efficient molecular dynamics engine that runs on GPUs;

efficient, enhanced sampling methods that allow the calculation to be converged with reduced simulation times;

automated atom-mapping and interaction-mapping assignment; and

ability to scale these calculations to leverage large cloud computing environments.

All of these constituent technologies are necessary to achieve the accuracy, scalability and applicability of our free energy perturbation implementation.

In  a  recent  peer-reviewed  study  including  approximately  3,000  molecules  across  approximately  90  distinct  projects,  FEP+  exhibited  an  error  profile  that  indicates  its
affinity  predictions  approach  the  accuracy  of  running  a  laboratory  experiment.  FEP+  is  also  able  to  perform  these  computations  more  rapidly  than  experimental  assays.
Computational assessment of a molecule utilizing FEP+ requires approximately 24 hours of computation on a GPU or only a few hours on a computer that contains eight GPUs.
In comparison, it often takes weeks to synthesize a drug-like molecule and assay its binding affinity for the target of interest in a laboratory. As a result, our FEP+ solution can be
used to explore very large numbers of molecules to identify drug candidates much more rapidly than would be possible solely using experimental approaches.

In a peer-reviewed article published in collaboration with a large biopharmaceutical company, the ability of FEP+ to prioritize molecules for synthesis expected to bind
more  tightly  than  an  initial  hit  was  compared  with  several  other  industry-standard  approaches.  We  found  that  FEP+  succeeded  in  prioritizing  the  synthesis  of  molecules  with
improved  binding  affinity  with  eight  times  greater  success  than  any  other  technique  tested.  This  evidence  supports  the  essential  role  that  FEP+  can  play  in  advancing  drug
discovery programs.

Enumeration of extremely large libraries of molecules

We have developed methods to enumerate extremely large libraries of molecules with our PathFinder software solution, thereby allowing our software customers, our
drug discovery collaborators, and our internal drug discovery team to explore a much larger portion of chemical space than is possible through manual design. The chemical
enumeration technology we have developed incorporates over a hundred known chemical reactions that can, in a fully automated fashion, computationally explore billions of
alterations of a molecule of interest.

Scaling accurate physics-based calculations to extremely large libraries of molecules

Although  FEP+  calculations  have  been  shown  to  be  accurate,  it  is  not  possible  to  apply  these  calculations  to  billions  of  molecules  given  the  current  availability  of
computing resources. To address this problem, we developed an approach that leverages the accuracy of FEP+, but allows for exploration of billions of molecules in a reasonable
amount of time by leveraging machine learning. We have succeeded in integrating our physics-based molecule scoring with highly computationally efficient modern machine-
learning methods. This combined approach allows us to apply our physics-based calculations to much larger sets of molecules than would otherwise be computationally tractable.
This allows us to both increase the speed and likelihood of identifying clinically viable molecules.

Advances  in  deep  learning,  a  type  of  machine  learning,  in  the  past  several  years  have  required  very  large  data  sets  as  input  to  train  the  model.  In  a  drug  discovery
program, the experimental data is typically sparse and expensive to procure, which is particularly problematic given that relevant drug-like chemical space is effectively infinitely
large, estimated to be 10^60 molecules. For this reason, we believe that it would be extremely difficult to realize competitive advantage in a drug discovery program by using a
platform  exclusively  based  on  machine  learning  or  deep  learning.  Instead,  we  have  developed  an  approach  to  integrate  physics-based  and  machine-learning  based  scoring
methodologies  that  allows  the  machine  learning  model  to  interactively  prioritize  additional  molecules  for  physics-based  analyses,  known  as  active  learning.  Active  learning
retains the computational efficiency of machine learning while also taking advantage of the accuracy of the physics-based method. One can evaluate the utility of any particular
prediction method with regard to both its accuracy and its computational efficiency. Modern machine learning methods, such as deep

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learning, do provide a small improvement over conventional machine learning methods. However, for much of its history, conventional molecular simulations were much less
computationally efficient than machine learning but not that much more accurate.

In developing FEP+, we were able to resolve deficiencies in early attempts to develop physics-based methods. FEP+ calculations are much more accurate than either
conventional machine learning or modern machine learning when scoring molecules structurally distinct from the training set data. In addition, by integrating FEP+ with our
machine  learning  implementation,  which  we  refer  to  as  AutoQSAR/DeepChem,  we  developed  a  solution  that  we  refer  to  as  Active  Learning  FEP+.  Active  Learning  FEP+
combines the accuracy of free energy calculations with the speed of machine learning calculations and can be used to explore up to billions of molecules within a few days. By
further combining this functionality with our ability to enumerate large sets of molecules provided by PathFinder and our ability to build and manage complex workflows utilizing
cloud resources, we are able to deploy these capabilities at scale to advance projects.

Active Learning FEP+ is depicted in the figure below.

FEP+ is used to build a local model for a large library of molecules instead of relying on experimental data to provide the training set for the machine learning model.
That machine learning model is then used to filter the large library of molecules down to a number that is small enough to be able to prioritize with FEP+. The result is that it
takes only a few days to prioritize one billion molecules rather than one million days.

Rapid identification of novel active hit molecules suitable to initiate hit-to-lead and lead optimization efforts

Several hit-finding technologies we have developed are routinely used to identify active hit molecules to initiate small molecule drug discovery programs. In our hit-

finding campaigns, we and our software customers typically utilize:

•

•

•

•

modern machine learning models trained to the two-dimensional structures of known active molecules using our software solution, AutoQSAR/DeepChem;

shape-based methods trained to the known or computationally deduced three-dimensional bioactive conformations of known active molecules using our software
solution, Shape;

structure-based  docking  methods  that  evaluate  the  number  and  kind  of  interactions  possible  utilizing  a  static  atomistic  representation  of  the  experimentally
determined three-dimensional structure of the target protein receptor using our software solutions, Glide and WScore; and

free energy calculations using our software solution FEP+, which provides a fully dynamic atomistic representation of the target protein receptor.

These  four  approaches  are  complementary  to  each  other,  and  their  integrated  use  has  led  to  successful  hit-finding  campaigns  for  dozens  of  protein  targets  in  our
collaborative and internal drug discovery programs. There are also numerous reports in the literature and in patents of our software customers utilizing some combination of these
approaches to identify hit molecules.

AutoQSAR/DeepChem  is  trained  to  find  known  active  molecules  in  a  search  through  a  molecule  library  and  operates  solely  on  the  two-dimensional  structure  of  the
molecule. From this training process, AutoQSAR/DeepChem learns to identify substructures in the molecules that may lead to activity. Then when applied to large libraries of
molecules, these methods can identify molecules with measurable activity against the target protein. These methods are highly efficient and can be used to screen one billion
molecules in less than one day on a few hundred CPUs. However, one significant limitation is that machine learning methods cannot extrapolate

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into chemical space that differs from the training set and therefore, this method tends to identify molecules similar to already known molecules.

Shape is used to identify molecules with a similar shape to known active molecules. It has been shown that molecules with similar three-dimensional shapes can have
similar  activities.  While  the  hit  rates  and  computational  efficiencies  of  Shape  and  AutoQSAR/DeepChem  are  generally  comparable,  the  hit  molecules  returned  by  these
techniques tend to be distinct and complementary rather than redundant. This allows results from Shape to augment the AutoQSAR/DeepChem results while still being efficient
for screening a large library.

Glide and WScore use knowledge of three-dimensional structure of the binding site of the protein of interest, rather than the structure of active molecules, to evaluate the
likelihood of a small molecule to bind a protein target. Glide and WScore evaluate molecules based on the number and kind of contacts made between the molecule and protein.
These  methods  are  much  more  computationally  expensive  than  AutoQSAR/DeepChem  or  Shape,  often  requiring  seconds  to  minutes  of  CPU  computing  time  per  molecule.
However, they can be more readily applied to targets for which there is little or no earlier reported active molecules.

The fourth computational method we routinely use to identify hit molecules to initiate drug discovery programs is the FEP+ solution described above. When used in this
context, FEP+ can be used to completely replace the core moiety of an earlier known molecule to yield a novel molecule with similar binding potency. This approach is much
more computationally intensive than previous methods, often ~24 GPU hours per molecule, but is also much more accurate. Utilizing this approach on multiple programs, we
have been able to identify novel nanomolar or picomolar inhibitors in the first few months of project chemistry that have property profiles typical of molecules only observed in
the  later  hit-to-lead  phases  of  drug  discovery.    Our  FEP+  solution  has  also  recently  been  extended  to  support  the  calculation  of  absolute  binding  affinities,  which  enables  the
software to evaluate and triage diverse molecules sharing no common peripheral features in a hit discovery context.

Computational analysis of the energetic properties of water molecules occupying molecule binding sites in proteins

Subtle structural variations in molecules can have a profound impact on binding affinity to the protein target. The effects of these structural variations can be explained by
a detailed examination of the thermodynamics of binding, including the free energy changes resulting from displacing water molecules in the binding site. Our computational
software solution WaterMap maps the locations and energetic properties of water molecules that occupy protein binding sites, provides insight into the properties of the binding
site, and quantitatively describes the water-mediated forces driving the binding of small molecules. Further, such an analysis can be used to assess the propensity of drug-like
molecules to bind to the protein target with high affinity. WaterMap presents the computed results graphically for easy visualization of the water molecules occupying a binding
site  and  their  energetic  properties.  This  makes  interpretation  of  binding  affinity  data  more  intuitive  and  provides  insights  to  possible  design  routes  to  improve  potency  and
selectivity.

Competition

The overall market for molecular discovery and design software is global, rapidly evolving, competitive, and subject to changing technology and shifting customer focus.

The solutions and applications offered by our competitors vary in size, breadth, and scope.

We believe the principal competitive factors in our market include, among other things, accuracy of computations, level of customer satisfaction and functionality, ease of
use, breadth and depth of solution and application functionality, brand awareness and reputation, modern and adaptive technology platform, integration, security, scalability and
reliability  of  applications,  total  cost,  ability  to  innovate  and  respond  to  customer  needs  rapidly,  and  ability  to  integrate  with  legacy  enterprise  infrastructures  and  third-party
applications.

We believe that we compete favorably on the basis of these factors and that the effort and investment required to develop a computational, physics-based platform similar
to ours will hinder new entrants that are unable to invest the necessary capital and time, and lack the breadth and depth of technical expertise required to develop competing
technology. Our ability to remain competitive will largely depend on our ability to continue to improve our computational platform and demonstrate success in our drug discovery
efforts.

Our  software  solutions  face  competition  from  commercial  competitors  in  the  business  of  selling  simulation  and  modeling  software  to  biopharmaceutical  companies.
These competitors include BIOVIA, a brand of Dassault Systèmes SE, or BIOVIA, Chemical Computing Group (US) Inc., Cresset Biomolecular Discovery Limited, OpenEye
Scientific Software, Inc., Optibrium Limited, and Simulations Plus, Inc. We also have competitors in materials science, such as BIOVIA and Materials Design, Inc., and in

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enterprise  software  for  the  life  sciences,  such  as  BIOVIA,  Certara  USA,  Inc.,  and  Dotmatics,  Inc.  In  some  cases,  these  competitors  are  well-established  providers  of  these
solutions and have long-standing relationships with many of our current and potential customers, including large biopharmaceutical companies. In addition, there are academic
consortia that develop physics-based simulation programs for life sciences and materials applications. In life sciences, the most prominent academic simulation packages include
AMBER,  CHARMm,  GROMACS,  GROMOS,  OpenMM,  and  OpenFF.  These  packages  are  primarily  maintained  and  developed  by  graduate  students  and  post-doctoral
researchers, often without the intent for commercialization. We also face competition from solutions that biopharmaceutical companies develop internally, smaller companies that
offer  products  and  services  directed  at  more  specific  markets  than  we  target,  enabling  these  competitors  to  focus  a  greater  proportion  of  their  efforts  and  resources  on  these
markets, as well as a large number of companies that have been founded with the goal of applying machine learning technologies to drug discovery.

The biopharmaceutical industry is characterized by rapidly advancing technologies, intense competition, and strong emphasis on proprietary products. While we believe
that our computational platform, technology, knowledge, experience, and scientific resources provide us with competitive advantages, our drug discovery business faces potential
competition from many sources, including major pharmaceutical, specialty biopharmaceutical companies, technology companies, academic institutions and government agencies,
and  public  and  private  research  institutions.  Any  product  candidates  that  we  or  one  of  our  collaborators  successfully  develop  and  commercialize  will  compete  with  existing
therapies and new therapies that may become available in the future.

Collaboration Agreement with Bristol-Myers Squibb Company

In November 2020, we entered into an exclusive, worldwide collaboration and license agreement with BMS, pursuant to which we and BMS agreed to collaborate in the
discovery,  research  and  preclinical  development  of  small  molecule  compounds  (other  than  protein-degrader  compounds)  for  biological  targets  in  the  oncology,  neurology  and
immunology therapeutic areas.

Under the agreement, during a limited research term, we will be responsible, at our own cost and expense, for the discovery of small molecule compounds (other than
protein-degrader compounds) directed to five specified biological targets pursuant to a mutually agreed research plan for each such target. The initial specified targets include
HIF-2 alpha and SOS1/KRAS, which are two of our early-stage programs. Once we have discovered or identified a compound for a target that meets specified, mutually-agreed
criteria or upon BMS selection of a compound as a development candidate, BMS will be solely responsible for the further preclinical and clinical development, manufacturing
and commercialization of such candidate at its own cost and expense. The research term will end on the earlier of four years or until we have delivered a candidate for each
specified target. We may elect to extend the research term for a limited period of time to deliver a candidate for a given target. In addition, the parties may mutually agree to
extend  the  initial  research  term  for  an  additional  year.  Under  the  agreement,  BMS  has  agreed  to  use  commercially  reasonable  efforts  to  develop,  seek  and  obtain  regulatory
approval for, and commercialize at least one product that contains a licensed compound for each target in each of the United States, Japan and the European Union. The research
component of the collaboration will be overseen by a joint steering committee comprised of an equal number of representatives from each of us and BMS. In addition to the initial
specified  targets,  the  parties  have  also  agreed  on  a  list  of  four  reserved  targets.  BMS  may  replace  one  of  the  initial  specified  targets  with  a  reserved  target  during  a  limited
substitution period in the research term.

Pursuant to the agreement, for a given target, we have granted to BMS an exclusive license, with the right to grant sublicenses, under certain patent rights, know-how and
materials  controlled  by  us  to  clinically  develop,  manufacture,  use,  sell,  offer  for  sale,  export  and  import  and  otherwise  exploit,  and  have  others  do  the  same,  any  compound,
molecule or product for such target throughout the world.

Under the terms of the agreement, BMS paid us an initial upfront fee payment of $55 million. We are also entitled to receive up to $2.7 billion in total milestones across
all potential targets. Such milestones consist of up to $585 million in total milestones per oncology target, including $360 million in the aggregate for certain specified research,
development  and  regulatory  milestones  and  $225  million  in  the  aggregate  for  certain  specified  commercial  milestones,  as  well  as  up  to  $482  million  in  total  milestones  per
neurology  and  immunology  target,  including  $257  million  in  the  aggregate  for  certain  specified  research,  development  and  regulatory  milestones  and  $225  million  in  the
aggregate for certain specified commercial milestones.

We are also entitled to a tiered percentage royalty on annual global net sales of licensed products ranging from mid-single digits to low-double digits, subject to certain
specified reductions. Royalties are payable by BMS on a licensed product-by-licensed product and country-by-country basis until the later of the expiration of the last valid claim
of certain specified patent rights covering the licensed product in such country, expiration of all applicable regulatory exclusivities in such country for such licensed product and
the tenth anniversary of the first commercial sale of such licensed product in such country.

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The agreement excludes any activities relating to protein-degrader compounds. However, under the terms of the agreement, for a limited period of time after the execution
of the agreement, we and BMS agreed to negotiate a separate definitive agreement pursuant to which we will agree to license to BMS the right to conduct research, development
and commercialization activities with respect to degrader compounds for the targets under the agreement.

On a target-by-target basis, during the term of the agreement for a given target, we are prohibited from clinically developing or commercializing, ourselves or with a third
party, any nucleic acid, antibody, biologic, compound, small molecule or other molecule, or any product that contains the foregoing, that specifically modulates as its primary
mechanism of action such target, or is designed to specifically modulate such target. Such prohibition encompasses both the initial specified targets listed as of the effective date
of the agreement and those targets on the reserved target list for the limited substitution period.

Unless earlier terminated, the agreement will expire on a licensed product-by-licensed product and country-by-country basis on the expiration of the applicable royalty
term for such licensed product in such country and in its entirety upon expiration of the last royalty term for the last licensed product. Either party may terminate the agreement
earlier upon an uncured material breach of the agreement by the other party on a target-by-target basis, or upon the occurrence of certain events of insolvency of the other party.
Additionally, BMS may terminate the agreement for any or no reason, in its entirety or on a target-by-target basis, upon specified written notice to us. BMS may also terminate
the  agreement  on  a  target-by-target  basis  for  safety  reasons.  We  may  terminate  the  agreement  on  a  target-by-target  basis  to  the  extent  BMS  commences  or  participates  in
challenging certain patents licensed by us to BMS under the agreement.

In the event that BMS terminates the Agreement at will, or if we terminate for a breach, insolvency or patent challenge by BMS, we are entitled to certain reversionary

rights with respect to certain compounds and products for the applicable terminated target(s).

In the event that BMS has the right to terminate the agreement, in whole or with respect to a particular target, upon our uncured material breach or an event of insolvency
with respect to us, then in lieu of so terminating, BMS has the right to elect to the have the agreement continue in full force and effect; provided that all royalties and milestones
thereafter payable by BMS to us with respect to such applicable target(s) shall be reduced by 50%.

License Agreements with Columbia University

We have entered into several license agreements with Columbia University, or the Columbia License Agreements. The Columbia License Agreements establish our rights
and obligations with respect to certain patents, software code, technology, and improvements thereto that we license from Columbia University and that are used in, and integrated
into, our software solutions, and our physics-based computational platform. Our rights and obligations under, and the terms and conditions of, the Columbia License Agreements
that we consider material to the operation of our business are described more fully below.

On November 1, 2008, we entered into an amendment, or the Royalty Amendment, to certain Columbia License Agreements, including each of the agreements described
below. The Royalty Amendment simplified the royalties payable under each agreement on gross revenues generated from the use of any product which contains any code or
software, or is covered by any patent, that we license from Columbia University, or a Licensed Product, in connection with a services agreement. We also pay royalties under the
Columbia License Agreements on gross revenues generated from the sale, licensing or renting of our Licensed Products, which we calculate on a product-by-product basis. In the
event that one or more Licensed Products are sold together with other products for a single aggregate license fee, we have agreed to pay to Columbia University the applicable
royalty on the gross revenues attributable to each Licensed Product based on the relative list prices of each product covered by such license fee.

For a description of the royalties payable by us to Columbia University in connection with our services agreements, see “License Agreements with Columbia University

—Services Royalty Amendment” below.

PS-GVB License Agreement

On  May  5,  1994,  we  entered  into  a  license  agreement,  or  the  1994  Columbia  Agreement,  with  Columbia  University,  which  was  amended  on  September  9,  2004  and
November 1, 2008. The technology licensed under the 1994 Columbia Agreement is incorporated into our Jaguar quantum mechanical program, which we market and distribute
as  part  of  our  physics-based  computational  platform.  The  1994  Columbia  Agreement  grants  us  a  worldwide,  exclusive,  license  to  the  software  code  developed  by  Columbia
University and incorporated into the electronic structure software program PS-GVB v1.0, or the PS-GVB Code, and all improvement to the PS-GVB v1.0 software program and
PS-GVB Code developed by Columbia University, or the PS-GVB Improvements, including all PS-GVB Code and PS-GVB Improvements that are incorporated into any new
products,  new  releases,  and  new  versions  related  to  the  software,  or  the  New  PS-GVB  Module  Code,  in  each  case,  to  reproduce,  use,  execute,  copy,  operate,  sublicense,  and
distribute in connection

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with the marketing and sale of our products and services, to develop improvements thereto, and to conduct research and backup disaster recovery. We may only sublicense the PS-
GVB Code, the PS-GVB Improvements, and the New PS-GVB Module Code, or the Licensed PS-GVB Software, to the extent they are incorporated into a product that is sold
directly by us or that is distributed on our behalf. Under the 1994 Columbia Agreement, Columbia University retains the right to conduct, and to permit other academic and non-
profit research institutions to conduct, research using the Licensed PS-GVB Software.

As consideration for entering into the 1994 Columbia Agreement, we have agreed to pay royalties to Columbia University in the low-single digit to low-double digit
percentages based upon the contribution of Columbia University generated code to the applicable PS-GVB v1.0 software program on our, and our affiliates, gross revenues from
the  sale,  licensing,  or  renting  of  the  PS-GVB  v1.0  software  program,  including  any  improvements  and  modifications  thereto,  regardless  of  whether  such  improvement  or
modification is marketed as a new version, new release, or new product, excluding any sales to Columbia University and any revenue generated under services agreements.

The 1994 Columbia Agreement and the licenses granted thereunder may be terminated by us or Columbia University only upon the other party’s material breach of the
agreement and such party’s failure to cure such breach. Upon termination, any third party that has licensed the Licensed PS-GVB Software from us will retain the right to use
such software, and we will have the perpetual right to continue to provide support to any such third parties in connection with their use of such software.

Fast Multipole RESPA License Agreement

On July 15, 1998, we entered into a license agreement, or the 1998 Columbia Agreement, with Columbia University, which was amended on September 4, 2004, and
November 1, 2008. The 1998 Columbia Agreement grants us a worldwide, non-exclusive, license to the Fast Multipole RESPA code developed at Columbia University, or the
RESPA Code, which was incorporated into the IMPACT software program used in our Glide ligand-protein docking program, PrimeX protein modelling program, QSite QM/MM
program, and Combglide automated library generation program, and all improvements to the IMPACT software program, including any new versions and new releases thereof,
that  are  developed  by  Columbia  University,  or  the  IMPACT  Improvements,  in  each  case,  to  reproduce,  use,  execute,  copy,  compile,  operate,  sublicense,  and  distribute  in
connection with the marketing and sale of our products and services, to develop improvements thereto, and to conduct research and backup disaster recovery. We may sublicense
the RESPA Code and the IMPACT Improvements, or the Licensed IMPACT Software, to the extent it is incorporated into a product that is sold directly by us or that is distributed
on  our  behalf.  Under  the  1998  Columbia  Agreement,  Columbia  University  retains  the  right  to  conduct,  and  to  permit  other  academic  and  non-profit  research  institutions  to
conduct, research using the Licensed IMPACT Software.

As consideration for entering into the 1998 Columbia Agreement, we have agreed to pay royalties to Columbia University in the low-single digit to low-double digit
percentages based upon the contribution of Columbia University generated code to the applicable IMPACT software program on our, and our affiliates, gross revenues from the
sale, licensing, or renting of the IMPACT software program, including any improvements and modifications thereto and any new versions and new releases thereof, excluding any
sales to Columbia University and revenue generated under services agreements.

The 1998 Columbia Agreement and the licenses granted thereunder may be terminated by us or Columbia University only upon the other party’s material breach of the
agreement and such party’s failure to cure such breach. Upon termination, any third party that has licensed software from us subject to the 1998 Columbia Agreement will retain
the right to use such software, and we will have the perpetual right to continue to provide support to any such third parties in connection with their use of such software.

Protein Folding License Agreement

In September 2001, we entered into a license agreement, or the 2001 Columbia Agreement, with Columbia University, which was amended on September 9, 2004 and
November 1, 2008. The technology licensed under the 2001 Columbia Agreement is incorporated into our Prime protein modelling program, which we market and distribute as
part of our physics-based computational platform. The 2001 Columbia Agreement grants us a worldwide, exclusive license to the protein folding code developed by Columbia
University, or the Folding Code; all improvements to the Folding Code and to any of our products, software, or code that incorporates any part of the Folding Code, including any
improvements thereto and new versions or new releases thereof, that are developed by Columbia University, or the Folding Code Improvements; and the issued patent covering
the Folding Code, or the Folding Code Patent, in each case, to reproduce, use, execute, copy, compile, operate, sublicense, and distribute in connection with the marketing and
sale of our products and services, to develop improvements thereto, and to conduct research and backup disaster recovery. We may sublicense the Folding Code, the Folding Code
Improvements and the Folding Code Patent, or the Licensed Folding Code Software, to the extent it is incorporated into a product that is sold directly by us or that is distributed
on  our  behalf.  Under  the  2001  Columbia  Agreement,  Columbia  University  retains  the  right  to  conduct,  and  to  permit  other  academic  and  non-profit  research  institutions  to
conduct, research using the Licensed Folding Code Software.

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As consideration for entering into the 2001 Columbia Agreement, we paid Columbia University a one-time, nominal license fee. In addition, we have paid royalties to
Columbia University in low-single digit to low-double digit percentages based upon the contribution of Columbia University generated code to the applicable product, software
program, or code on our, and our affiliates, gross revenues from the sale, licensing, or renting of any commercial product, software program, or code incorporating the Licensed
Folding  Code  Software,  excluding  any  sales  to  Columbia  University  and  revenues  generated  under  services  agreements.  Our  obligation  to  pay  any  royalty  under  the  2001
Columbia  Agreement,  including  any  royalty  paid  pursuant  to  the  Royalty  Amendment,  terminated  with  the  expiration  of  the  last  to  expire  patent  licensed  under  the  2001
Columbia Agreement in January 2014.

The 2001 Columbia Agreement and the licenses granted thereunder may be terminated by Columbia University only upon our material breach of the agreement and our
failure  to  cure  such  breach.  Upon  termination,  any  third  party  that  has  licensed  software  from  us  subject  to  the  2001  Columbia  Agreement  will  retain  the  right  to  use  such
software, and we will have the perpetual right to continue to provide support to any such third parties in connection with their use of such software.

PLOP License Agreement

On June 19, 2003, we entered into a license agreement, or the 2003 Columbia Agreement, with Columbia University, which was amended on November 1, 2008. The
technology licensed under the 2003 Columbia Agreement is incorporated into our Prime and PrimeX protein modelling programs and our Membrane Permeability model, which
we  market  and  distribute  as  part  of  our  physics-based  computational  platform.  The  2003  Columbia  Agreement  grants  us  a  worldwide,  exclusive  license  to  the  protein  local
optimization program software code, or the PLOP Code, developed at Columbia University and the University of California and all software code comprising improvements to
the PLOP Code that are developed by Columbia University or the University of California, or the PLOP Improvements, in each case, to reproduce, use, execute, copy, compile,
operate, sublicense, and distribute in connection with the marketing and sale of our products and services, to develop improvements thereto, and to conduct research and backup
disaster  recovery.  Pursuant  to  an  interinstitutional  agreement  between  Columbia  University  and  the  University  of  California,  the  University  of  California  granted  Columbia
University the sole right to license the PLOP Code and PLOP Improvements and has agreed not to license the PLOP Code or PLOP Improvements to any third party for as long
as the interinstitutional agreement remains in effect. We may sublicense the PLOP Code and PLOP Improvements to the extent they are incorporated into a product that is sold
directly by us or that is distributed on our behalf. We are restricted from distributing the PLOP Code and PLOP Improvements source code without the prior written consent of
Columbia University.

Columbia University and the University of California retain the right to use, and to permit other academic and non-profit research institutions to use, the PLOP Code and

PLOP Improvements for teaching and academic research purposes.

As  consideration  for  entering  into  the  2003  Columbia  Agreement,  we  paid  Columbia  University  a  one-time,  nominal  license  fee.  In  addition,  we  have  agreed  to  pay
royalties to Columbia University in low-single digit to low-double digit percentages based upon the contribution of Columbia University generated code to the applicable product,
software program, or code on our, and our affiliates, gross revenues from the sale, licensing, leasing, or renting any commercial product, software program, or code incorporating
the PLOP Code or any PLOP Improvements, excluding any sales to Columbia University or the University of California and revenues generated under services agreements. Our
obligation to pay any royalty under the 2003 Columbia Agreement, including any royalty paid pursuant to the Royalty Amendment, will terminate on June 19, 2023.

Columbia University is responsible for the copyright registration of the PLOP Code and PLOP Improvements. We are responsible for paying all reasonable copyright

registration and attorney fees in connection with such copyright registrations.     

The 2003 Columbia Agreement and the licenses granted thereunder may be terminated by us or Columbia University only upon the other party’s material breach of the
agreement and such party’s failure to cure such breach. Upon termination, any third party that has licensed software from us subject to the 2003 Columbia Agreement will retain
the right to use such software, and we will have the perpetual right to continue to provide support to any such third parties in connection with their use of such software.

Water Site Analysis License

On  May  27,  2008,  we  entered  into  a  software  and  patent  license  agreement,  or  the  2008  Columbia  Agreement,  with  Columbia  University,  which  was  amended  on
November 1, 2008. The 2008 Columbia Agreement grants us a worldwide license, exclusive in the field of computational chemistry software and related services, to (a) certain
software that implements the water site analysis method, or the Water Site Software; (b) all patent rights covering the Water Site Software, or the Water Site Patents; and (c) any
products that incorporate or include the Water Site Software, or that is covered by the Water Site Patents, or the Water Site Products, in each case, to reproduce, modify, distribute,
and perform and display in connection with the development, marketing, and sale of our products and services, to conduct research using the Water Site Software, and to conduct
backup disaster recovery. Our Water Site Products include

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our WaterMap Core program, which we market and distribute as part of our physics-based computational platform. We are restricted from distributing the Water Site Software
source code without the prior written consent of Columbia University. Under the 2008 Columbia Agreement, Columbia University retains the right to use, and to permit other
entities and individuals to use, the Water Site Software and Water Site Patents for academic and non-commercial educational purposes in the field of computational chemistry
software and related services.

As  consideration  for  entering  into  the  2008  Columbia  Agreement,  we  paid  Columbia  University  a  one-time,  nominal  license  fee.  In  addition,  we  have  agreed  to  pay
royalties to Columbia University in low-double digit percentages on our, and our affiliates, gross revenues from the sale, licensing, leasing, or renting of any Water Site Product,
excluding  any  sales  to  Columbia  University  and  revenues  generated  under  services  agreement.  The  royalties  under  the  2008  Columbia  Agreement  are  paid  on  a  product-by-
product basis and vary based on whether or not the gross revenues are generated in countries of manufacture or sale in which the Water Site Product is covered by a Water Site
Patent. In the event that there are multiple royalties payable on a single product, we are required to (i) pay the higher of the two royalties, if there are no more than two royalties
payable  on  the  particular  Water  Site  Product  or  (ii)  negotiate  in  good  faith  with  Columbia  University  on  a  single  royalty,  if  there  are  more  than  two  royalties  payable  on  the
particular Water Site Product. In the event that we take action against Columbia University with respect to the validity or enforceability of any Water Site Patents, excluding any
defensive  actions  or  claims,  the  royalties  paid  under  the  2008  Columbia  Agreement  will  increase  by  a  specified  amount.  Our  obligation  to  pay  any  royalty  under  the  2008
Columbia Agreement, including any royalty paid pursuant to the Royalty Amendment, will terminate on May 27, 2028.

Columbia University is responsible for the prosecution and maintenance of the Water Site Patents in the jurisdictions that we specify. If we decide to discontinue the
prosecution or maintenance of any Water Site Patent in any jurisdiction, but Columbia University objects to such discontinuation, our license to use such Water Site Patent will
terminate in that jurisdiction; provided that, if we are using the Water Site Patent or Water Site Software in the jurisdiction at issue, Columbia University is obligated to discuss in
good faith whether the licenses should instead be non-exclusive. Columbia University is also responsible for the enforcement of the Water Site Patent at its own expense and in its
sole judgment; provided that, if we provide Columbia University with evidence of infringement of a Water Site Patent by a third party, and Columbia University fails to take
appropriate  enforcement  action,  we  may  initiate  legal  proceedings  against  the  alleged  infringer.  We  are  responsible  for  reimbursing  Columbia  University  for  their  reasonable
expenses in connection with prosecuting and maintaining the Water Site Patents.

Unless terminated earlier, the 2008 Columbia Agreement will expire on a product by product and country by country basis upon the later of (i) the expiration of the last
issued Water Site Patent, (ii) fifteen years from the date of the first commercial sale of a Water Site Product in a given country, and (iii) the expiration of the Water Site Software
copyright.  Columbia  University  may  terminate  the  2008  Columbia  Agreement  if  we  fail  to  cure  a  material  breach,  become  subject  to  a  voluntary  or  involuntary  petition  for
bankruptcy or any other proceeding relating to insolvency, receivership or liquidation, or initiate any proceeding or assert any claim challenging the validity or enforceability of
the Water Site Patents. Upon termination, any third party that has licensed a Water Site Product from us will retain the right to use such product, subject to the terms of their
existing license agreement with us, and we will have the right to continue to provide support to any such third parties for the duration of their license agreement.

Services Royalty Amendment

On  November  1,  2008,  we  entered  into  the  Royalty  Amendment  with  Columbia  University,  which  amended  and  simplified  our  royalty  obligations  under  each  of  the
Columbia License Agreements described in each of the foregoing sections. Pursuant to the Royalty Amendment, we have agreed to pay royalties to Columbia University in mid-
single digit percentages on the service fees generated from services (excluding certain gross revenue, including revenue generated under agreements with Columbia University)
that we, or our affiliates, perform using one or more Licensed Products under an agreement with a third party. Upon termination of any of the Columbia License Agreements for
any reason other than our material breach, we will have the right to continue to use the Licensed Products to provide services under existing third-party service agreements, until
the expiration or termination of such agreements.

Intellectual Property

We strive to protect and enhance the proprietary technology, inventions, and improvements that are commercially important to the development of our business, including
by seeking, maintaining, and defending patent rights, whether developed internally or jointly, or licensed from third parties. We also rely on trade secrets, know-how, continuing
technological innovation, collaboration opportunities, and in-licensing opportunities to develop, strengthen, and maintain our proprietary position in our field.

It is important to our future commercial success to obtain and maintain patent and other proprietary protection for commercially important technology, inventions, and

know-how related to our business; defend and enforce our intellectual property rights, in

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particular our patent, trademark, and copyright rights; preserve the confidentiality of our trade secrets; and operate without infringing, misappropriating, or violating the valid and
enforceable patents and proprietary rights of third parties. Our ability to stop third parties from making, using, selling, offering to sell, or importing any products we develop may
depend on the extent to which we have rights under valid and enforceable patents or trade secrets that cover these activities.

The patent positions of companies like ours are generally uncertain and can involve complex legal, scientific, and factual issues. We cannot predict whether the patent
applications we are currently pursuing will issue as patents in any particular jurisdiction or whether the claims of any issued patents will provide sufficient proprietary protection
from competitors. We also cannot ensure that patents will issue with respect to any patent applications that we or our licensors may file in the future, nor can we ensure that any of
our  owned  or  licensed  patents  or  future  patents  will  be  commercially  useful  in  protecting  our  software,  technology,  computational  platform,  and  any  product  candidates  we
develop. In addition, the coverage claimed in a patent application may be significantly reduced before a patent is issued, and its scope can be reinterpreted and even challenged
after issuance. As a result, we cannot guarantee that any products we develop will be protected or remain protectable by enforceable patents. Moreover, any patents that we hold
or  may  hold  may  be  challenged,  circumvented  or  invalidated  by  third  parties.  See  “Risk  Factors—Risks  Related  to  Our  Intellectual  Property”  for  a  more  comprehensive
description of risks related to our intellectual property.

Our strategy is to file patent applications directed to our key software and our key programs in an effort to secure our intellectual property positions vis-a-vis this software
and these programs. The patent portfolio for our software business includes at least 12 published patent families. As of February 3, 2021, we owned or held exclusive license
rights to approximately 60 patents and patent applications, including at least eight issued or allowed U.S. cases, five pending U.S. non-provisional patent applications, ten issued
or  allowed  non-U.S.  cases,  including  six  granted  European  patents  which  have  been  validated  among  multiple  individual  European  Patent  Convention  nations  and  four  non-
European patents, and nine pending foreign patent applications relating to our computational platform. While we believe that the specific and generic claims contained in our
wholly-owned and licensed pending U.S. and non-U.S. applications provide protection for various aspects of our computational platform, third parties may nevertheless challenge
such  claims.  Any  patents  that  are  issued  or  that  may  issue  from  these  families  are  expected  to  expire  between  2026  and  2038,  absent  any  adjustments  or  extensions.  As  of
February 3, 2021, there were no published patent families related to our internal drug discovery business, and although several of our drug discovery collaborators have filed
patent applications related to our collaborations that include employees of ours as inventors, including over 100 compound patents and patent applications since 2010, we do not
own  any  intellectual  property  rights  related  to  these  inventions.  As  of  February  3,  2021,  13  pending  wholly-owned  provisional  applications,  two  pending  international  patent
applications, and two pending non-U.S. patent applications have been filed.

Prosecution is a lengthy process, during which the scope of the claims initially submitted for examination by the U.S. Patent and Trademark Office may be significantly

narrowed before issuance, if issued at all. We expect this may be the case with respect to some of our pending patent applications.

The term of individual patents depends upon the legal term of the patents in the countries in which they are obtained. In most countries in which we file, the patent term is

20 years from the earliest date of filing a non-provisional patent application, absent any adjustments or extensions.

In addition, in the United States, the term of a patent covering an FDA-approved drug may, in certain cases, be eligible for a patent term extension under the Drug Price
Competition and Patent Term Restoration Act of 1984 as compensation for the loss of patent term during the FDA regulatory review process. The period of extension may be up
to five years, but cannot extend the remaining term of a patent beyond a total of 14 years from the date of product approval. Only one patent among those eligible for an extension
and only those claims covering the approved drug, a method for using it, or a method for manufacturing it may be extended. Similar provisions are available in Europe and in
certain other jurisdictions to extend the term of a patent that covers an approved drug. It is possible that issued U.S. patents we may obtain in the future may be entitled to patent
term extensions. If our use of product candidates or the product candidate itself receive FDA approval, we intend to apply for patent term extensions, if available, to extend the
term  of  patents  that  cover  the  approved  use  or  product  candidate.  We  also  intend  to  seek  patent  term  extensions  in  any  jurisdictions  where  available,  however,  there  is  no
guarantee that the applicable authorities, including the FDA, will agree with our assessment of whether such extensions should be granted, and even if granted, the length of such
extensions.

In  addition  to  patent  protection,  as  of  February  3,  2021,  we  had  approximately  42  copyright  registrations  covering  our  proprietary  software  code,  and  we  rely  upon
unpatented  trade  secrets  and  confidential  know-how  and  continuing  technological  innovation  to  develop  and  maintain  our  competitive  position.  However,  trade  secrets  and
confidential know-how are difficult to protect. We seek to protect our proprietary information, in part, using confidentiality agreements with any collaborators, scientific advisors,
service  providers,  employees,  and  consultants  and  invention  assignment  agreements  with  our  employees.  We  also  have  agreements  requiring  assignment  of  inventions  with
selected consultants, scientific advisors, and collaborators. These agreements may not provide meaningful protection. These agreements may also be breached, and we may not
have an adequate remedy for any such

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breach. In addition, our trade secrets and/or confidential know-how may become known or be independently developed by a third party, or misused by any collaborator to whom
we disclose such information. Despite any measures taken to protect our intellectual property, unauthorized parties may attempt to copy aspects of our products or to obtain or use
information that we regard as proprietary. Although we take steps to protect our proprietary information, third parties may independently develop the same or similar proprietary
information or may otherwise gain access to our proprietary information. As a result, we may be unable to meaningfully protect our trade secrets and proprietary information. See
“Risk Factors—Risks Related to Our Intellectual Property” for a more comprehensive description of risks related to our intellectual property.

We also own numerous trademarks registered in the United States and foreign jurisdictions, including “Schrödinger” and “LiveDesign”. We pursue additional trademark

registrations to the extent we believe doing so would be beneficial to our competitive position.

Sales and Marketing

Software Business

We commercialize our software solutions in various jurisdictions around the world through our software sales organization. We have sales operations in the United States,
Europe,  Japan,  and  India,  and  we  also  have  established  distribution  channels  in  other  important  markets,  including  China  and  South  Korea.  These  efforts  are  led  by  our
approximately  130  person  global  team  of  sales,  technical,  and  scientific  personnel.  Our  marketing  strategy  leverages  our  strong  base  of  scientific  publications  to  support  the
continued growth of our computational platform into computational chemistry markets across industries and academia worldwide.

Drug Discovery Business

We  have  not  established  a  commercial  organization  or  developed  distribution  capabilities  given  the  current  stage  of  development  of  our  internal,  wholly-owned  drug
discovery  programs.  We  plan  to  enter  into  agreements  with  biopharmaceutical  companies  that  contribute  to  our  ability  to  efficiently  advance  development  candidates  that  we
discover internally using our computational platform through to commercialization. We expect to utilize a variety of types of collaboration, distribution, and other arrangements
with one or more of these third parties to develop and ultimately commercialize our development candidates. Over time, we may also create a commercial organization for drug
product sales if and as we advance the development of any product candidates that we determine to commercialize ourselves.

Manufacturing

We do not own or operate manufacturing facilities for the production of any product candidates, nor do we have plans to develop our own manufacturing operations. We
expect to rely on third-party contract manufacturers for all of our required raw materials, drug substance, and finished drug product for the preclinical and clinical development of
any development candidates we develop ourselves.

Government Regulation and Product Approvals

Government  authorities  in  the  United  States  at  the  federal,  state  and  local  level,  and  in  other  countries  and  jurisdictions,  including  the  European  Union,  extensively
regulate,  among  other  things,  the  research,  development,  testing,  manufacture,  pricing,  reimbursement,  quality  control,  approval,  packaging,  storage,  recordkeeping,  labeling,
advertising,  promotion,  distribution,  marketing,  post-approval  monitoring  and  reporting,  and  import  and  export  of  biopharmaceutical  products.  The  processes  for  obtaining
marketing  approvals  in  the  United  States  and  in  foreign  countries  and  jurisdictions,  along  with  compliance  with  applicable  statutes  and  regulations  and  other  regulatory
authorities, require the expenditure of substantial time and financial resources.

Approval and Regulation of Drugs in the United States

In the United States, drug products are approved and regulated under the Federal Food, Drug and Cosmetic Act, or FDCA, and applicable implementing regulations and
guidance. The failure of an applicant to comply with the applicable regulatory requirements at any time during the product development process, including non-clinical testing,
clinical testing, the approval process or post-approval process, may result in delays to the conduct of a study, regulatory review and approval, and/or administrative or judicial
sanctions.

An  applicant  seeking  approval  to  market  and  distribute  a  new  drug  in  the  United  States  generally  must  satisfactorily  complete  each  of  the  following  steps  before  the

product candidate will be approved by the FDA:

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preclinical  testing  including  laboratory  tests,  animal  studies,  and  formulation  studies,  which  must  be  performed  in  accordance  with  the  FDA’s  good  laboratory
practice, or GLP, regulations and standards;

submission to the FDA of an IND for human clinical testing, which must become effective before human clinical trials may begin;

approval by an independent institutional review board, or IRB, representing each clinical site before each clinical trial may be initiated;

performance  of  adequate  and  well-controlled  human  clinical  trials  to  establish  the  safety  and  efficacy  of  the  product  candidate  for  each  proposed  indication,  in
accordance with current good clinical practices, or GCP;

preparation and submission to the FDA of a new drug application, or NDA, for a drug product which includes not only the results of the clinical trials, but also
detailed information on the chemistry, manufacture and quality controls for the product candidate and proposed labeling for one or more proposed indication(s);

review of the product candidate by an FDA advisory committee, where appropriate or if applicable;

satisfactory  completion  of  an  FDA  inspection  of  the  manufacturing  facility  or  facilities,  including  those  of  third  parties,  at  which  the  product  candidate  or
components  thereof  are  manufactured  to  assess  compliance  with  current  good  manufacturing  practices,  or  cGMP,  requirements  and  to  assure  that  the  facilities,
methods, and controls are adequate to preserve the product’s identity, strength, quality, and purity;

satisfactory completion of any FDA audits of the non-clinical and clinical trial sites to assure compliance with GCP and the integrity of clinical data in support of
the NDA;

payment of user fees and securing FDA approval of the NDA to allow marketing of the new drug product; and

compliance with any post-approval requirements, including the potential requirement to implement a Risk Evaluation and Mitigation Strategy, or REMS, and the
potential requirement to conduct any post- approval studies required by the FDA.

Preclinical Studies

Before an applicant begins testing a product candidate with potential therapeutic value in humans, the product candidate enters the preclinical testing stage, including in
vitro and animal studies to assess the safety and activity of the drug for initial testing in humans and to establish a rationale for therapeutic use. Preclinical tests include laboratory
evaluations of product chemistry, formulation, and stability, as well as other studies to evaluate, among other things, the toxicity of the product candidate. The conduct of the
preclinical tests and formulation of the compounds for testing must comply with federal regulations and requirements, including GLP regulations and standards. The results of the
preclinical tests, together with manufacturing information, analytical data, any available clinical data or literature and plans for clinical trials, among other things, are submitted to
the  FDA  as  part  of  an  IND.  Some  long-term  preclinical  testing,  such  as  animal  tests  of  reproductive  adverse  events  and  carcinogenicity  and  long-term  toxicity  studies  may
continue after the IND is submitted.

The IND and IRB Processes

Clinical  trials  involve  the  administration  of  the  investigational  product  to  human  subjects  under  the  supervision  of  qualified  investigators  in  accordance  with  GCP
requirements, which include, among other things, the requirement that all research subjects provide their voluntary informed consent in writing before their participation in any
clinical  trial.  Clinical  trials  are  conducted  under  written  study  protocols  detailing,  among  other  things,  the  inclusion  and  exclusion  criteria,  the  objectives  of  the  study,  the
parameters  to  be  used  in  monitoring  safety  and  the  effectiveness  criteria  to  be  evaluated.  A  protocol  for  each  clinical  trial  and  any  subsequent  protocol  amendments  must  be
submitted to the FDA as part of the IND.

An IND is an exemption from the FDCA that allows an unapproved product candidate to be shipped in interstate commerce for use in an investigational clinical trial and
a request for FDA authorization to administer such investigational product to humans. Such authorization must be secured prior to interstate shipment and administration of any
product candidate that is not the subject of an approved NDA. In support of a request for an IND, applicants must submit a protocol for each clinical trial, and any subsequent
protocol amendments must be submitted to the FDA as part of the IND. The FDA requires a 30-day waiting period after the filing of each IND before clinical trials may begin.
This waiting period is designed to allow the FDA to review the IND to determine whether human research subjects will be exposed to unreasonable health risks. At any time
during this 30-day period, the FDA may raise concerns or questions about the conduct of the trials as outlined in the IND and impose a clinical hold or partial clinical hold. In
these cases, the IND sponsor and the FDA must resolve any outstanding concerns before clinical trials, or parts of the trial, can begin.

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Following commencement of a clinical trial under an IND, the FDA may also place a clinical hold or partial clinical hold on that trial. Clinical holds are imposed by the
FDA  whenever  there  is  concern  for  patient  safety  and  may  be  a  result  of  new  data,  findings,  or  developments  in  clinical,  nonclinical,  and/or  chemistry,  manufacturing,  and
controls, or CMC. A clinical hold is an order issued by the FDA to the sponsor to delay a proposed clinical investigation or to suspend an ongoing investigation. A partial clinical
hold is a delay or suspension of only part of the clinical work requested under the IND. For example, a specific protocol or part of a protocol may not be allowed to proceed,
while other protocols may be allowed. No more than 30 days after imposition of a clinical hold or partial clinical hold, the FDA will provide the sponsor a written explanation of
the basis for the hold.

Following  issuance  of  a  clinical  hold  or  partial  clinical  hold,  a  clinical  trial  may  only  resume  after  the  FDA  has  so  notified  the  sponsor.  The  FDA  will  base  that

determination on information provided by the sponsor correcting the deficiencies previously cited or otherwise satisfying the FDA that the clinical trial can proceed.

A sponsor may choose, but is not required, to conduct a foreign clinical study under an IND. When a foreign clinical study is conducted under an IND, all FDA IND
requirements must be met unless waived. When a foreign clinical study is not conducted under an IND, the sponsor must ensure that such studies are conducted in accordance
with GCP, including review and approval by an independent ethics committee, or IEC, and informed consent from subjects, if the data from such a foreign study is to be used in
support of a marketing application.

In addition to the foregoing IND requirements, an IRB representing each institution participating in the clinical trial must review and approve the plan for any clinical trial
before it commences at that institution, and the IRB must conduct continuing review and reapprove the study at least annually. The IRB must review and approve, among other
things, the study protocol and informed consent information to be provided to study subjects. An IRB must operate in compliance with FDA regulations. An IRB can suspend or
terminate approval of a clinical trial at its institution, or an institution it represents, if the clinical trial is not being conducted in accordance with the IRB’s requirements or if the
product candidate has been associated with unexpected serious harm to patients.

Additionally, some trials are overseen by an independent group of qualified experts organized by the trial sponsor, known as a data safety monitoring board or committee.
This group provides authorization as to whether or not a trial may move forward at designated check points based on access that only the group maintains to available data from
the  study.  Suspension  or  termination  of  development  during  any  phase  of  clinical  trials  can  occur  if  it  is  determined  that  the  participants  or  patients  are  being  exposed  to  an
unacceptable health risk. Other reasons for suspension or termination may be made by us based on evolving business objectives and/or the competitive environment.

Information  about  clinical  trials  must  be  submitted  within  specific  timeframes  to  the  National  Institutes  of  Health  for  public  dissemination  on  its  ClinicalTrials.gov

website.

Human Clinical Trials in Support of an NDA

Clinical trials involve the administration of the investigational product candidate to human subjects under the supervision of a qualified investigator in accordance with
GCP  requirements,  which  include,  among  other  things,  the  requirement  that  all  research  subjects  provide  their  informed  consent  in  writing  before  their  participation  in  any
clinical  trial.  Clinical  trials  are  conducted  under  written  clinical  trial  protocols  detailing,  among  other  things,  the  objectives  of  the  study,  inclusion  and  exclusion  criteria,  the
parameters to be used in monitoring safety, and the effectiveness criteria to be evaluated.

Human  clinical  trials  are  typically  conducted  in  three  sequential  phases,  but  the  phases  may  overlap  or  be  combined.  Additional  studies  may  also  be  required  after

approval.

Phase  1  clinical  trials  are  initially  conducted  in  a  limited  population  to  test  the  product  candidate  for  safety,  including  adverse  effects,  dose  tolerance,  absorption,
metabolism, distribution, excretion, and pharmacodynamics in healthy humans or in patients. During Phase 1 clinical trials, information about the investigational drug product’s
pharmacokinetics and pharmacological effects may be obtained to permit the design of well-controlled and scientifically valid Phase 2 clinical trials.

Phase 2 clinical trials are generally conducted in a limited patient population to identify possible adverse effects and safety risks, evaluate the efficacy of the product
candidate  for  specific  targeted  indications  and  determine  dose  tolerance  and  optimal  dosage.  Multiple  Phase  2  clinical  trials  may  be  conducted  by  the  sponsor  to  obtain
information  prior  to  beginning  larger  and  more  costly  Phase  3  clinical  trials.  Phase  2  clinical  trials  are  well  controlled,  closely  monitored  and  conducted  in  a  limited  patient
population. A Phase 2 trial may be further subdivided to Phase 2a and Phase 2b trials. A Phase 2a trial is typically an exploratory (non-pivotal) study that has clinical efficacy,
pharmacodynamics, or biological activity as the primary endpoint. A Phase 2b trial is a definite dose range finding study with efficacy as the primary endpoint.

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Phase 3 clinical trials proceed if the Phase 2 clinical trials demonstrate that a dose range of the product candidate is potentially effective and has an acceptable safety
profile. Phase 3 clinical trials are undertaken within an expanded patient population to further evaluate dosage, provide substantial evidence of clinical efficacy, and further test
for safety in an expanded and diverse patient population at multiple, geographically dispersed clinical trial sites. A well-controlled, statistically robust Phase 3 clinical trial may be
designed to deliver the data that regulatory authorities will use to decide whether or not to approve, and, if approved, how to appropriately label a drug. Such Phase 3 studies are
referred to as “pivotal.”

In some cases, the FDA may approve an NDA for a product candidate but require the sponsor to conduct additional clinical trials to further assess the product candidate’s
safety and effectiveness after approval. Such post-approval trials are typically referred to as Phase 4 clinical trials. These studies are used to gain additional experience from the
treatment of a larger number of patients in the intended treatment group and to further document a clinical benefit in the case of drugs approved under Accelerated Approval
regulations. Failure to exhibit due diligence with regard to conducting Phase 4 clinical trials could result in withdrawal of approval for products.

Progress reports detailing the results of the clinical trials must be submitted at least annually to the FDA and more frequently if serious adverse events occur. In addition,
IND safety reports must be submitted to the FDA for any of the following: serious and unexpected suspected adverse reactions; findings from other studies or animal or in vitro
testing that suggest a significant risk in humans exposed to the product; and any clinically important increase in the case of a serious suspected adverse reaction over that listed in
the protocol or investigator brochure. Phase 1, Phase 2 and Phase 3 clinical trials may not be completed successfully within any specified period, or at all. The FDA will typically
inspect one or more clinical sites to assure compliance with GCP and the integrity of the clinical data submitted.

Concurrent  with  clinical  trials,  companies  often  complete  additional  animal  studies.  They  must  also  develop  additional  information  about  the  chemistry  and  physical
characteristics  of  the  drug  as  well  as  finalize  a  process  for  manufacturing  the  product  in  commercial  quantities  in  accordance  with  cGMP  requirements.  The  manufacturing
process must be capable of consistently producing quality batches of the drug candidate and, among other things, must develop methods for testing the identity, strength, quality,
purity,  and  potency  of  the  final  drug.  Additionally,  appropriate  packaging  must  be  selected  and  tested  and  stability  studies  must  be  conducted  to  demonstrate  that  the  drug
candidate does not undergo unacceptable deterioration over its shelf life.

Review and Approval of an NDA

In order to obtain approval to market a drug product in the United States, a NDA must be submitted to the FDA that provides sufficient data establishing the safety and
efficacy  of  the  proposed  drug  product  for  its  intended  indication.  The  application  includes  all  relevant  data  available  from  pertinent  preclinical  and  clinical  trials,  including
negative or ambiguous results as well as positive findings, together with detailed information relating to the product’s chemistry, manufacturing, controls, and proposed labeling,
among other things. Data can come from company-sponsored clinical trials intended to test the safety and effectiveness of a use of a product, or from a number of alternative
sources,  including  studies  initiated  by  independent  investigators.  To  support  marketing  approval,  the  data  submitted  must  be  sufficient  in  quality  and  quantity  to  establish  the
safety and efficacy of the drug product to the satisfaction of the FDA.

The  NDA  is  a  vehicle  through  which  applicants  formally  propose  that  the  FDA  approve  a  new  product  for  marketing  and  sale  in  the  United  States  for  one  or  more
indications. Every new drug product candidate must be the subject of an approved NDA before it may be commercialized in the United States. Biologic License Applications, or
BLAs, are submitted for licensure of biologic products under the Public Health Service Act. Under federal law, the submission of most NDAs is subject to an application user fee.
The sponsor of an approved NDA is also subject to an annual program fee. Certain exceptions and waivers are available for some of these fees, such as an exception from the
application fee for products with orphan designation, an exception from the program fee when the program does not engage in manufacturing the drug during a particular fiscal
year and a waiver for certain small businesses.

The FDA conducts a preliminary review of the application, generally within 60 calendar days of its receipt, and strives to inform the sponsor within 74 days whether the
application  is  sufficiently  complete  to  permit  substantive  review.  The  FDA  may  request  additional  information  rather  than  accept  the  application  for  filing.  In  this  event,  the
application must be resubmitted with the additional information. The resubmitted application is also subject to review before the FDA accepts it for filing. Once the submission is
accepted for filing, the FDA begins an in-depth substantive review. The FDA has agreed to specified performance goals in the review process of NDAs. Under that agreement,
90% of applications seeking approval of New Molecular Entities, or NMEs, are meant to be reviewed within ten months from the date on which the FDA accepts the application
for  filing,  and  90%  of  applications  for  NMEs  that  have  been  designated  for  Priority  Review  are  meant  to  be  reviewed  within  six  months  of  the  filing  date.  For  applications
seeking approval of products that are not NMEs, the ten-month and six-month review periods run from the date that the FDA receives the application. The review process and the
Prescription Drug User Fee Act, or PDUFA, goal date may be extended by

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the FDA for three additional months to consider new information or clarification provided by the applicant to address an outstanding deficiency identified by the FDA following
the original submission.

Before  approving  an  application,  the  FDA  typically  will  inspect  the  facility  or  facilities  where  the  product  is  being  or  will  be  manufactured.  These  pre-approval
inspections may cover all facilities associated with an NDA submission, including component manufacturing, finished product manufacturing, and control testing laboratories.
The FDA will not approve an application unless it determines that the manufacturing processes and facilities are in compliance with cGMP requirements and adequate to assure
consistent production of the product within required specifications. Additionally, before approving an NDA, the FDA will typically inspect one or more clinical sites to assure
compliance with GCP.

In  addition,  as  a  condition  of  approval,  the  FDA  may  require  an  applicant  to  develop  a  REMS.  A  REMS  uses  risk-minimization  strategies  beyond  the  professional
labeling to ensure that the benefits of the product outweigh the potential risks. To determine whether a REMS is needed, the FDA will consider the size of the population likely to
use the product, the seriousness of the disease, the expected benefit of the product, the expected duration of treatment, the seriousness of known or potential adverse events, and
whether the product is a new molecular entity.

The FDA may refer an application for a novel product to an advisory committee or explain why such referral was not made. Typically, an advisory committee is a panel
of independent experts, including clinicians and other scientific experts, that review, evaluate and provide a recommendation as to whether the application should be approved and
under  what  conditions.  The  FDA  is  not  bound  by  the  recommendations  of  an  advisory  committee,  but  the  FDA  considers  such  recommendations  carefully  when  making
decisions.

The FDA’s Decision on an NDA

On the basis of the FDA’s evaluation of the application and accompanying information, including the results of the inspection of the manufacturing facilities, the FDA
may issue an approval letter or a complete response letter. An approval letter authorizes commercial marketing of the product with specific prescribing information for specific
indications. A complete response letter generally outlines the deficiencies in the submission and may require substantial additional testing or information in order for the FDA to
reconsider the application. If and when those deficiencies have been addressed to the FDA’s satisfaction in a resubmission of the NDA, the FDA will issue an approval letter. The
FDA has committed to reviewing such resubmissions in two or six months depending on the type of information included. Even with submission of this additional information,
the FDA ultimately may decide that the application does not satisfy the regulatory criteria for approval.

If the FDA approves a new product, it may limit the approved indications for use of the product, require that contraindications, warnings, or precautions be included in the
product  labeling,  or  require  that  post-approval  studies,  including  Phase  4  clinical  trials,  be  conducted  to  further  assess  the  drug’s  safety  after  approval.  The  agency  may  also
require testing and surveillance programs to monitor the product after commercialization, or impose other conditions, including distribution restrictions or other risk management
mechanisms, including a REMS, to help ensure that the benefits of the product outweigh the potential risks. REMS programs can include medication guides, communication
plans for health care professionals, and elements to assure safe use, or ETASU. ETASU can include, but are not limited to, special training or certification for prescribing or
dispensing, dispensing only under certain circumstances, special monitoring, and the use of patent registries. The FDA may prevent or limit further marketing of a product based
on the results of post-market studies or surveillance programs. The FDA may require a REMS before or after approval if it becomes aware of a serious risk associated with use of
the product. The requirement for a REMS can materially affect the potential market and profitability of a product. After approval, many types of changes to the approved product,
such as adding new indications, changing manufacturing processes, and adding labeling claims, are subject to further testing requirements and FDA review and approval.

Patent Term Restoration and Extension

A patent claiming a new drug product may be eligible for a limited patent term extension under the Hatch- Waxman Act, which permits a patent restoration of up to five
years for patent term lost during the FDA regulatory review. The restoration period granted on a patent covering a product is typically one-half the time between the effective date
of  a  clinical  investigation  involving  human  beings  is  begun  and  the  submission  date  of  an  application,  plus  the  time  between  the  submission  date  of  an  application  and  the
ultimate approval date. Patent term restoration cannot be used to extend the remaining term of a patent past a total of 14 years from the product’s approval date. Only one patent
applicable to an approved product is eligible for the extension, and only those claims covering the approved product, a method for using it, or a method for manufacturing it, may
be extended. Additionally, the application for the extension must be submitted prior to the expiration of the patent in question. A patent that covers multiple products for which
approval is sought can only be extended in connection with one of the approvals. The United States Patent and Trademark Office reviews and approves the application for any
patent term extension or restoration in consultation with the FDA.

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Health Care Law and Regulation

Our collaborators who use our platform and we, if we develop a product, may be subject to broadly applicable healthcare laws and regulations that may constrain the
business  or  financial  arrangements  and  relationships  through  which  we  market,  sell,  and  distribute  our  software  and  any  products  for  which  we  obtain  marketing  approval.
Restrictions under applicable federal and state health care laws and regulations, include the following:

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the federal health care Anti-Kickback Statute, which prohibits, among other things, persons and entities from knowingly and willfully soliciting, offering, paying,
receiving, or providing remuneration, directly or indirectly, in cash or in kind, to induce or reward either the referral of an individual for, or the purchase, order or
recommendation of, any good or service, for which payment may be made, in whole or in part, under a federal health care program such as Medicare and Medicaid
and  similar  state  anti-kickback  laws.  A  person  or  entity  does  not  need  to  have  actual  knowledge  of  the  statute  or  specific  intent  to  violate  it  in  order  to  have
committed a violation;

the federal civil and criminal false claims laws, including the civil False Claims Act (which can be enforced through civil whistleblower actions), and civil monetary
penalties laws, which prohibit individuals or entities from, among other things, knowingly presenting, or causing to be presented, to the federal government, claims
for payment that are false, fictitious, or fraudulent or knowingly making, using or causing to made or used a false record or statement to avoid, decrease, or conceal
an obligation to pay money to the federal government. In addition, the government may assert that a claim including items and services resulting from a violation of
the federal Anti-Kickback Statute constitutes a false or fraudulent claim for purposes of the civil False Claims Act;

the federal and state laws and regulations that protect the privacy and security of health-related or other personal identifiable information that we may generate or
receive,  and  that  require  disclosure  of  breaches  in  which  such  information  is  compromised  by  being  lost  or  obtained  or  accessible  by  unauthorized  persons,
including, among others, laws and regulations implemented through informed consents for clinical research studies and the privacy and security standards imposed
under  the  Health  Insurance  Portability  and  Accountability  Act,  or  HIPAA,  for  certain  individually  identifiable  health  information  of  patients  and  health  plan
beneficiaries;

the federal false statements statute, which prohibits knowingly and willfully falsifying, concealing, or covering up a material fact or making any materially false
statement in connection with the delivery of or payment for health care benefits, items or services;

the federal transparency requirements known as the federal Physician Payments Sunshine Act, under the Patient Protection and Affordable Care Act, as amended by
the  Health  Care  Education  Reconciliation  Act,  or  the  ACA,  which  requires  certain  manufacturers  of  drugs,  devices,  biologics  and  medical  supplies  to  report
annually  to  the  Centers  for  Medicare  &  Medicaid  Services  within  the  United  States  Department  of  Health  and  Human  Services,  information  related  to  certain
payments  and  other  transfers  of  value  made  by  that  entity  to  physicians,  as  defined  by  such  law,  and  teaching  hospitals,  as  well  as  ownership  and  investment
interests  held  by  physicians  and  their  immediate  family  members.  Beginning  in  2022,  applicable  manufacturers  also  will  be  required  to  report  such  information
regarding  payments  and  transfers  of  value  provided,  as  well  as  ownership  and  investment  interest  held,  during  the  previous  year  to  certain  other  healthcare
professionals, including physician assistances and nurse practitioners; and

analogous state and foreign laws, such as state anti-kickback and false claims laws, which may apply to health care items or services that are reimbursed by non-
government third-party payors, including private insurers.

Further, some state laws require pharmaceutical companies to comply with the pharmaceutical industry’s voluntary compliance guidelines and the relevant compliance
guidance promulgated by the federal government in addition to requiring manufacturers to report information related to payments and other transfers of value to physicians and
other health care providers or marketing expenditures. Additionally, some state and local laws require the registration of pharmaceutical sales representatives in the jurisdiction.

Violations  of  applicable  healthcare  laws  and  regulations  may  result  in  significant  civil,  criminal  and  administrative  penalties,  damages,  disgorgement,  fines,
imprisonment,  and  possible  exclusion  of  products  from  government  funded  healthcare  programs,  such  as  Medicare  and  Medicaid,  and  integrity  oversight  and  reporting
obligations.

In addition to the health care laws set forth above, we may also be subject to additional federal laws, such as the U.S. Foreign Corrupt Practices Act of 1977, as amended,
which prohibits, among other things, companies and their intermediaries from making, or offering or promising to make, improper payments to non-U.S. officials for the purpose
of obtaining or retaining business or otherwise seeking favorable treatment.

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Privacy and the General Data Protection Regulation

The collection, use, disclosure, transfer, or other processing of personal data regarding individuals in the European Union, including personal health data, is subject to the
General Data Protection Regulation, or GDPR, which became effective on May 25, 2018. The GDPR is wide-ranging in scope and imposes numerous requirements on companies
that process personal data, including requirements relating to processing health and other sensitive data, obtaining consent of the individuals to whom the personal data relates,
providing  information  to  individuals  regarding  data  processing  activities,  implementing  safeguards  to  protect  the  security  and  confidentiality  of  personal  data,  providing
notification of data breaches, and taking certain measures when engaging third-party processors. The GDPR also imposes strict rules on the transfer of personal data to countries
outside the European Union, including the United States, and permits data protection authorities to impose large penalties for violations of the GDPR, including potential fines of
up to €20 million or 4% of annual global revenues, whichever is greater. The GDPR also confers a private right of action on data subjects and consumer associations to lodge
complaints with supervisory authorities, seek judicial remedies, and obtain compensation for damages resulting from violations of the GDPR. Compliance with the GDPR will be
a rigorous and time-intensive process that may increase the cost of doing business or require companies to change their business practices to ensure full compliance.

Although  there  are  legal  mechanisms  to  allow  for  the  transfer  of  personal  data  from  the  United  Kingdom,  European Economic  Area,  or  EEA,  and  Switzerland  to  the
United States, uncertainty about compliance with such data protection laws remains and such mechanisms may not be available or applicable with respect to the personal data
processing activities necessary to research, develop and market our products and services. For example, legal challenges  in  Europe  to  the  mechanisms  allowing  companies  to
transfer personal data from the EEA to the United States could result in further limitations on the ability to transfer personal data across borders, particularly if governments are
unable  or  unwilling  to  reach  new  or  maintain  existing  agreements  that  support  cross-border  data transfers,  such  as  the  EU-U.S.  and  Swiss-U.S.  Privacy  Shield  Frameworks.
Specifically, on July 16, 2020, the Court of Justice of the European Union invalidated Decision 2016/1250 on the adequacy of the protection provided by the EU-U.S. Privacy
Shield Framework. To the extent that we were to rely on the EU-U.S. Privacy Shield Framework, we will not be able to do so in the future, which could increase our costs and
limit our ability to process personal data from the European Union. The same decision also cast doubt on the ability to use one of the primary alternatives to the Privacy Shield,
namely, the European Commission’s Standard Contractual Clauses, to lawfully transfer personal data from Europe to the United States and most other countries. At present, there
are few if any viable alternatives to the Privacy Shield and the Standard Contractual Clauses.

Similar  privacy  and  data  security  requirements  are  either  in  place  or  underway  in  the  United  States.  There  are  a  broad  variety  of  data  protection  laws  that  may  be
applicable to our activities, and a range of enforcement agencies at both the state and federal levels that can review companies for privacy and data security concerns based on
general  consumer  protection  laws.  The  Federal  Trade  Commission  and  state  Attorneys  General  all  are  aggressive  in  reviewing  privacy  and  data  security  protections  for
consumers. New laws also are being considered at both the state and federal levels. For example, the California Consumer Privacy Act of 2018, or the CCPA, which became
effective  on  January  1,  2020,  requires  companies  that  process  information  on  California  residents  to  make  new  disclosures  to  consumers  about  their  data  collection,  use  and
sharing practices, allow consumers to opt out of certain data sharing with third parties and provide a new cause of action for data breaches. Many other states are considering
similar legislation, and a broad range of legislative measures also have been introduced at the federal level.

Pharmaceutical Insurance Coverage and Health Care Reform

In the United States and markets in other countries, patients who are prescribed treatments for their conditions and providers performing the prescribed services generally
rely  on  third-party  payers  to  reimburse  all  or  part  of  the  associated  health  care  costs.  Significant  uncertainty  exists  as  to  the  coverage  and  reimbursement  status  of  products
approved by the FDA and other government authorities. Thus, even if a product candidate of ours or one of our collaborators is approved, sales of the product will depend, in part,
on the extent to which third-party payers, including government health programs in the United States such as Medicare and Medicaid, commercial health insurers and managed
care  organizations  provide  coverage  and  establish  adequate  reimbursement  levels  for  the  product.  The  process  for  determining  whether  a  payer  will  provide  coverage  for  a
product may be separate from the process for setting the price or reimbursement rate that the payer will pay for the product once coverage is approved. Third-party payers are
increasingly  challenging  the  prices  charged,  examining  the  medical  necessity  and  reviewing  the  cost-effectiveness  of  medical  products  and  services  and  imposing  controls  to
manage costs.

Third-party payers may limit coverage to specific products on an approved list, also known as a formulary, which might not include all of the approved products for a

particular indication.

In order to secure coverage and reimbursement for any product that might be approved for sale, a company may need to conduct expensive pharmacoeconomic studies in
order  to  demonstrate  the  medical  necessity  and  cost-effectiveness  of  the  product,  in  addition  to  the  costs  required  to  obtain  FDA  or  other  comparable  marketing  approvals.
Nonetheless, product candidates may not be considered

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medically necessary or cost effective. A decision by a third-party payer not to cover a product could reduce market acceptance once the product is approved and have a material
adverse  effect  on  sales,  results  of  operations  and  financial  condition.  Additionally,  a  payer’s  decision  to  provide  coverage  for  a  product  does  not  imply  that  an  adequate
reimbursement  rate  will  be  approved.  Further,  one  payer’s  determination  to  provide  coverage  for  a  product  does  not  assure  that  other  payers  will  also  provide  coverage  and
reimbursement for the product, and the level of coverage and reimbursement can differ significantly from payer to payer.

In  international  markets,  reimbursement  and  health  care  payment  systems  vary  significantly  by  country,  and  many  countries  have  instituted  price  ceilings  on  specific
products  and  therapies.  In  some  countries,  the  pricing  of  prescription  pharmaceuticals  is  subject  to  governmental  control.  In  these  countries,  pricing  negotiations  with
governmental authorities can take considerable time after the receipt of marketing approval for a product. To obtain coverage and adequate reimbursement or pricing approval in
some countries, we may be required to conduct a clinical trial that compares the cost-effectiveness of our product to other available therapies.

The containment of health care costs also has become a priority of federal, state, and foreign governments and the prices of products have been a focus in this effort.
Governments have shown significant interest in implementing cost-containment programs, including price controls, restrictions on coverage, reimbursement and requirements for
substitution of generic products. Adoption of price controls and cost-containment measures, and adoption of more restrictive policies in jurisdictions with existing controls and
measures, could further limit a company’s revenue generated from the sale of any approved products including those that we are our collaborators may develop. Coverage policies
and third-party reimbursement rates may change at any time. Even if favorable coverage and reimbursement status is attained for one or more products for which a company or its
collaborators receive marketing approval, less favorable coverage policies and reimbursement rates may be implemented in the future.

Review and Approval of Medicinal Products in the European Union

In order to market any product outside of the United States, a company must also comply with numerous and varying regulatory requirements of other countries and
jurisdictions  regarding  quality,  safety,  and  efficacy  and  governing,  among  other  things,  clinical  trials,  marketing  authorization,  commercial  sales,  and  distribution  of  products.
Whether or not it obtains FDA approval for a product, an applicant will need to obtain the necessary approvals by the comparable non-U.S. regulatory authorities before it can
commence  clinical  trials  or  marketing  of  the  product  in  those  countries  or  jurisdictions.  The  approval  process  ultimately  varies  between  countries  and  jurisdictions  and  can
involve additional product testing and additional administrative review periods. The time required to obtain approval in other countries and jurisdictions might differ from and be
longer than that required to obtain FDA approval. Regulatory approval in one country or jurisdiction does not ensure regulatory approval in another, but a failure or delay in
obtaining  regulatory  approval  in  one  country  or  jurisdiction  may  negatively  impact  the  regulatory  process  in  others.  Specifically,  however,  the  process  governing  approval  of
medicinal products in the European Union generally follows the same lines as in the United States. It entails satisfactory completion of preclinical studies and adequate and well-
controlled clinical trials to establish the safety and efficacy of the product for each proposed indication. It also requires the submission to the relevant competent authorities of a
marketing authorization application, or MAA, and granting of a marketing authorization by these authorities before the product can be marketed and sold in the European Union.

Clinical Trial Approval

The Clinical Trials Directive 2001/20/EC, the Directive 2005/28/EC on GCP and the related national implementing provisions of the individual member states of the
European Union, or EU Member States, govern the system for the approval of clinical trials in the European Union. Under this system, an applicant must obtain prior approval
from the competent national authority of the EU Member States in which the clinical trial is to be conducted. Furthermore, the applicant may only start a clinical trial at a specific
study site after the competent ethics committee has issued a favorable opinion. The clinical trial application must be accompanied by, among other documents, an investigational
medicinal  product  dossier  (the  Common  Technical  Document)  with  supporting  information  prescribed  by  Directive  2001/20/EC,  Directive  2005/28/EC,  where  relevant  the
implementing national provisions of the individual EU Member States and further detailed in applicable guidance documents.

In April 2014, the new Clinical Trials Regulation, (EU) No 536/2014, was adopted. The new Clinical Trials Regulation aims to simplify and streamline the approval of
clinical  trials  in  the  European  Union.  The  main  characteristics  of  the  regulation  include:  a  streamlined  application  procedure  via  a  single  entry  point,  the  “EU  Portal  and
Database”; a single set of documents to be prepared and submitted for the application as well as simplified reporting procedures for clinical trial sponsors; and a harmonized
procedure for the assessment of applications for clinical trials, which is divided in two parts. Part I is assessed by the appointed reporting Member State, whose assessment report
is submitted for review by the sponsor and all other competent authorities of all EU Member States in which an application for authorization of a clinical trial has been submitted
(Concerned  Member  States).  Part  II  is  assessed  separately  by  each  Concerned  Member  State.  Strict  deadlines  have  been  established  for  the  assessment  of  clinical  trial
applications. The role of the

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relevant ethics committees in the assessment procedure will continue to be governed by the national law of the Concerned Member State. However, overall related timelines will
be defined by the Clinical Trials Regulation.

The  Clinical  Trials  Regulation  will  be  directly  applicable  in  all  the  EU  Member  States,  repealing  the  current  Clinical  Trials  Directive  2001/20/EC  and  replacing  any
national legislation that was put in place to implement the Clinical Trials Directive. Conduct of all clinical trials performed in the European Union will continue to be bound by
currently applicable provisions until the new Clinical Trials Regulation becomes applicable. The extent to which on-going clinical trials will be governed by the Clinical Trials
Regulation will depend on when the Clinical Trials Regulation becomes applicable and on the duration of the individual clinical trial. If a clinical trial continues for more than
three years from the day on which the Clinical Trials Regulation becomes applicable the Clinical Trials Regulation will at that time begin to apply to the clinical trial.

In January 2020, the website of the European Commission reported that the implementation of the Clinical Trials Regulation was dependent on the development of a fully
functional clinical trials portal and database, which would be confirmed by an independent audit which was conducted in December 2020, and that the new legislation would
come  into  effect  six  months  after  the  European  Commission  publishes  a  notice  of  this  confirmation.  The  Clinical  Trials  Regulation  becomes  applicable  six  months  after  the
European Commission publishes notice of this confirmation and has published an expected system “go live” in December 2021. When the Clinical Trials Regulation becomes
applicable, the existing Clinical Trials Directive and national legislation put in place to implement the Directive will be repealed. Following implementation of the Clinical Trials
Regulation, a transitional period will be in effect for one year where new clinical trial applications can be submitted either under the existing Clinical Trials Directive or under the
new Clinical Trials Regulation.

PRIME Designation in the European Union

In March 2016, the European Medicines Agency, or EMA, launched an initiative to facilitate development of product candidates in indications, often rare, for which few
or no therapies currently exist. The PRIority MEdicines, or PRIME, scheme is intended to encourage drug development in areas of unmet medical need and provides accelerated
assessment of products representing substantial innovation reviewed under the centralized procedure. Products from small- and medium-sized enterprises may qualify for earlier
entry into the PRIME scheme than larger companies. Many benefits accrue to sponsors of product candidates with PRIME designation, including but not limited to, early and
proactive  regulatory  dialogue  with  the  EMA,  frequent  discussions  on  clinical  trial  designs  and  other  development  program  elements,  and  accelerated  marketing  authorization
application assessment once a dossier has been submitted. Importantly, a dedicated agency contact and rapporteur from the Committee for Human Medicinal Products, or CHMP,
or Committee for Advanced Therapies are appointed early in PRIME scheme facilitating increased understanding of the product at EMA’s Committee level. A kick-off meeting
initiates these relationships and includes a team of multidisciplinary experts at the EMA to provide guidance on the overall development and regulatory strategies.

Marketing Authorization

To  obtain  a  marketing  authorization  for  a  product  under  European  Union  regulatory  systems,  an  applicant  must  submit  an  MAA  either  under  a  centralized  procedure
administered  by  the  EMA,  or  one  of  the  procedures  administered  by  competent  authorities  in  the  EU  Member  States  (decentralized  procedure,  national  procedure  or  mutual
recognition procedure). A marketing authorization may be granted only to an applicant established in the European Union. Regulation (EC) No 1901/2006 provides that prior to
obtaining a marketing authorization in the European Union, applicants have to demonstrate compliance with all measures included in an EMA-approved Paediatric Investigation
Plan, or PIP, covering all subsets of the pediatric population, unless the EMA has granted (1) a product-specific waiver, (2) a class waiver, or (3) a deferral for one or more of the
measures included in the PIP.

The centralized procedure provides for the grant of a single marketing authorization by the European Commission that is valid across the European Economic Area (i.e.
the European Union as well as Iceland, Liechtenstein and Norway). Pursuant to Regulation (EC) No 726/2004, the centralized procedure is compulsory for specific products,
including for medicines produced by certain biotechnological processes, products designated as orphan medicinal products, advanced therapy medicinal products, and products
with a new active substance indicated for the treatment of certain diseases. For products with a new active substance indicated for the treatment of other diseases and products that
are highly innovative or for which a centralized process is in the interest of patients, the centralized procedure may be optional. The centralized procedure may at the request of
the applicant also be used in certain other cases.

Under the centralized procedure, the CHMP is responsible for conducting the initial assessment of a product and for several post-authorization and maintenance activities,
such as the assessment of modifications or extensions to an existing marketing authorization. Under the centralized procedure in the European Union, the maximum timeframe for
the evaluation of an MAA is 210 days, excluding clock stops, when additional information or written or oral explanation is to be provided by the applicant in response

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to questions of the CHMP. Accelerated evaluation might be granted by the CHMP in exceptional cases, when a medicinal product is of major interest from the point of view of
public health and in particular from the viewpoint of therapeutic innovation. If the CHMP accepts such request, the time limit of 210 days will be reduced to 150 days but it is
possible that the CHMP can revert to the standard time limit for the centralized procedure if it considers that it is no longer appropriate to conduct an accelerated assessment. At
the  end  of  this  period,  the  CHMP  provides  a  scientific  opinion  on  whether  or  not  a  marketing  authorization  should  be  granted  in  relation  to  a  medicinal  product.  Within  15
calendar days of receipt of a final opinion from the CHMP, the European Commission must prepare a draft decision concerning an application for marketing authorization. This
draft  decision  must  take  the  opinion  and  any  relevant  provisions  of  European  Union  law  into  account.  Before  arriving  at  a  final  decision  on  an  application  for  centralized
authorization of a medicinal product the European Commission must consult the Standing Committee on Medicinal Products for Human Use, or the Standing Committee. The
Standing Committee is composed of representatives of the EU Member States and chaired by a non-voting European Commission representative. The European Parliament also
has a related “droit de regard”. The European Parliament’s role is to ensure that the European Commission has not exceeded its powers in deciding to grant or refuse to grant a
marketing authorization.

The European Commission may grant a so-called “marketing authorization under exceptional circumstances”. Such authorization is intended for products for which the
applicant can demonstrate that it is unable to provide comprehensive data on the efficacy and safety under normal conditions of use, because the indications for which the product
in  question  is  intended  are  encountered  so  rarely  that  the  applicant  cannot  reasonably  be  expected  to  provide  comprehensive  evidence,  or  in  the  present  state  of  scientific
knowledge, comprehensive information cannot be provided, or it would be contrary to generally accepted principles of medical ethics to collect such information. Consequently,
marketing authorization under exceptional circumstances may be granted subject to certain specific obligations, which may include the following:

•

•

•

the applicant must complete an identified program of studies within a time period specified by the competent authority, the results of which form the basis of a
reassessment of the benefit/risk profile;

the medicinal product in question may be supplied on medical prescription only and may in certain cases be administered only under strict medical supervision,
possibly in a hospital and in the case of a radiopharmaceutical, by an authorized person; and

the package leaflet and any medical information must draw the attention of the medical practitioner to the fact that the particulars available concerning the medicinal
product in question are as yet inadequate in certain specified respects.

A  marketing  authorization  under  exceptional  circumstances  is  subject  to  annual  review  to  reassess  the  risk-  benefit  balance  in  an  annual  reassessment  procedure.
Continuation  of  the  authorization  is  linked  to  the  annual  reassessment  and  a  negative  assessment  could  potentially  result  in  the  marketing  authorization  being  suspended  or
revoked.  The  renewal  of  a  marketing  authorization  of  a  medicinal  product  under  exceptional  circumstances,  however,  follows  the  same  rules  as  a  “normal”  marketing
authorization. Thus, a marketing authorization under exceptional circumstances is granted for an initial five years, after which the authorization will become valid indefinitely,
unless the EMA decides that safety grounds merit one additional five-year renewal.

The European Commission may also grant a so-called “conditional marketing authorization” prior to obtaining the comprehensive clinical data required for an application
for  a  full  marketing  authorization.  Such  conditional  marketing  authorizations  may  be  granted  for  product  candidates  (including  medicines  designated  as  orphan  medicinal
products), if (i) the risk-benefit balance of the product candidate is positive, (ii) it is likely that the applicant will be in a position to provide the required comprehensive clinical
trial data, (iii) the product fulfills an unmet medical need, and (iv) the benefit to public health of the immediate availability on the market of the medicinal product concerned
outweighs  the  risk  inherent  in  the  fact  that  additional  data  are  still  required.  A  conditional  marketing  authorization  may  contain  specific  obligations  to  be  fulfilled  by  the
marketing  authorization  holder,  including  obligations  with  respect  to  the  completion  of  ongoing  or  new  studies,  and  with  respect  to  the  collection  of  pharmacovigilance  data.
Conditional marketing authorizations are valid for one year, and may be renewed annually, if the risk-benefit balance remains positive, and after an assessment of the need for
additional or modified conditions and/or specific obligations. The timelines for the centralized procedure described above also apply with respect to the review by the CHMP of
applications for a conditional marketing authorization.

The  European  Union  medicines  rules  expressly  permit  the  EU  Member  States  to  adopt  national  legislation  prohibiting  or  restricting  the  sale,  supply  or  use  of  any
medicinal product containing, consisting of or derived from a specific type of human or animal cell, such as embryonic stem cells. While the products we have in development do
not make use of embryonic stem cells, it is possible that the national laws in certain EU Member States may prohibit or restrict us from commercializing our products, even if
they have been granted a European Union marketing authorization.

Unlike the centralized authorization procedure, the decentralized marketing authorization procedure requires a separate application to, and leads to separate approval by,

the competent authorities of each EU Member State in which the product is to be

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marketed. This application is identical to the application that would be submitted to the EMA for authorization through the centralized procedure. The reference EU Member State
prepares a draft assessment and drafts of the related materials within 120 days after receipt of a valid application. The resulting assessment report is submitted to the concerned
EU Member States who, within 90 days of receipt, must decide whether to approve the assessment report and related materials. If a concerned EU Member State cannot approve
the assessment report and related materials due to concerns relating to a potential serious risk to public health, disputed elements may be referred to the European Commission,
whose decision is binding on all EU Member States.

The  mutual  recognition  procedure  similarly  is  based  on  the  acceptance  by  the  competent  authorities  of  the  EU  Member  States  of  the  marketing  authorization  of  a
medicinal  product  by  the  competent  authorities  of  other  EU  Member  States.  The  holder  of  a  national  marketing  authorization  may  submit  an  application  to  the  competent
authority of an EU Member State requesting that this authority recognize the marketing authorization delivered by the competent authority of another EU Member State.

As  in  the  United  States,  information  about  clinical  trials  in  support  of  a  marketing  application  must  be  submitted  within  specific  timeframes  to  the  European  Union

(EudraCT) website: https://eudract.ema.europa.eu/ and other countries.

Regulatory Data Protection in the European Union

In the European Union, innovative medicinal products approved on the basis of a complete independent data package qualify for eight years of data exclusivity upon
marketing authorization and an additional two years of market exclusivity pursuant to Directive 2001/83/EC. Regulation (EC) No 726/2004 repeats this entitlement for medicinal
products authorized in accordance the centralized authorization procedure. Data exclusivity prevents applicants for authorization of generics of these innovative products from
referencing  the  innovator’s  data  to  assess  a  generic  (abridged)  application  for  a  period  of  eight  years.  During  an  additional  two-year  period  of  market  exclusivity,  a  generic
marketing authorization application can be submitted and authorized, and the innovator’s data may be referenced, but no generic medicinal product can be placed on the European
Union market until the expiration of the market exclusivity. The overall ten-year period will be extended to a maximum of 11 years if, during the first eight years of those ten
years, the marketing authorization holder obtains an authorization for one or more new therapeutic indications which, during the scientific evaluation prior to their authorization,
are held to bring a significant clinical benefit in comparison with existing therapies. Even if a compound is considered to be a new chemical entity so that the innovator gains the
prescribed period of data exclusivity, another company nevertheless could also market another version of the product if such company obtained marketing authorization based on
an MAA with a complete independent data package of pharmaceutical tests, preclinical tests, and clinical trials.

Periods of Authorization and Renewals

A marketing authorization has an initial validity for five years in principle. The marketing authorization may be renewed after five years on the basis of a re-evaluation of
the  risk-benefit  balance  by  the  EMA  or  by  the  competent  authority  of  the  EU  Member  State.  To  this  end,  the  marketing  authorization  holder  must  provide  the  EMA  or  the
competent authority with a consolidated version of the file in respect of quality, safety, and efficacy, including all variations introduced since the marketing authorization was
granted, at least six months before the marketing authorization ceases to be valid. The European Commission or the competent authorities of the EU Member States may decide,
on  justified  grounds  relating  to  pharmacovigilance,  to  proceed  with  one  further  five-  year  period  of  marketing  authorization.  Once  subsequently  definitively  renewed,  the
marketing authorization shall be valid for an unlimited period. Any authorization which is not followed by the actual placing of the medicinal product on the European Union
market (in case of centralized procedure) or on the market of the authorizing EU Member State within three years after authorization ceases to be valid (the so-called sunset
clause).

Brexit and the Regulatory Framework in the United Kingdom

On June 23, 2016, the electorate in the United Kingdom voted in favor of leaving the European Union, commonly referred to as Brexit. Following protracted negotiations,

the United Kingdom withdrew from the European Union on January 31, 2020. On December 24, 2020, the United Kingdom and the European Union entered into a Trade and
Cooperation Agreement, which sets out certain procedures for approval and recognition of medical products in each jurisdiction. Since the regulatory framework for
pharmaceutical products in the United Kingdom covering quality, safety and efficacy of pharmaceutical products, clinical trials, marketing authorization, commercial sales and
distribution of pharmaceutical products is derived from European Union directives and regulations, Brexit could materially impact the future regulatory regime that applies to
products and the approval of product candidates in the United Kingdom, as the United Kingdom legislation now has the potential to diverge from European Union legislation. It
remains to be seen how Brexit will impact regulatory requirements for product candidates and products in the United Kingdom in the long-term. The Medicines and Healthcare
Products Regulatory Agency has recently published detailed guidance for industry and organizations to follow from January 1, 2021 now the transition period is over, which will
be updated as the United Kingdom’s regulatory position on medicinal products evolves over time.

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Furthermore, while the Data Protection Act of 2018 in the United Kingdom that “implements” and complements the European Union’s GDPR is now effective in the
United  Kingdom,  it  is  still  unclear  whether  transfer  of  data  from  the  EEA  to  the  United  Kingdom  will  remain  lawful  under  GDPR.  The  Trade  and  Cooperation  Agreement
provides for a transitional period during which the United Kingdom will be treated like an European Union member state in relation to processing and transfers of personal data
for four months from January 1, 2021.  This may be extended by two further months. After such period, the United Kingdom will be a “third country” under the GDPR unless the
European Commission adopts an adequacy decision in respect of transfers of personal data to the United Kingdom. The United Kingdom has already determined that it considers
all of the European Union and EEA member states to be adequate for the purposes of data protection, ensuring that data flows from the United Kingdom to the European and
EEA remain unaffected.

Pricing Decisions for Approved Products

In the European Union, pricing and reimbursement schemes vary widely from country to country. Some countries provide that products may be marketed only after a
reimbursement price has been agreed. Some countries may require the completion of additional studies that compare the cost-effectiveness of a particular product candidate to
currently available therapies or so-called health technology assessments, in order to obtain reimbursement or pricing approval. For example, EU Member States have the option to
restrict the range of products for which their national health insurance systems provide reimbursement and to control the prices of medicinal products for human use. EU Member
States may approve a specific price for a product or it may instead adopt a system of direct or indirect controls on the profitability of the company placing the product on the
market. Other EU Member States allow companies to fix their own prices for products, but monitor and control prescription volumes and issue guidance to physicians to limit
prescriptions. Recently, many countries in the European Union have increased the amount of discounts required on pharmaceuticals and these efforts could continue as countries
attempt to manage health care expenditures, especially in light of the severe fiscal and debt crises experienced by many countries in the European Union. The downward pressure
on  health  care  costs  in  general,  particularly  prescription  products,  has  become  intense.  As  a  result,  increasingly  high  barriers  are  being  erected  to  the  entry  of  new  products.
Political,  economic,  and  regulatory  developments  may  further  complicate  pricing  negotiations,  and  pricing  negotiations  may  continue  after  reimbursement  has  been  obtained.
Reference pricing used by various EU Member States, and parallel trade, i.e., arbitrage between low-priced and high-priced EU Member States, can further reduce prices. There
can  be  no  assurance  that  any  country  that  has  price  controls  or  reimbursement  limitations  for  pharmaceutical  products  will  allow  favorable  reimbursement  and  pricing
arrangements for any products, if approved in those countries.

Employees

As of December 31, 2020, we had 445 full-time employees and 452 total employees, including a total of 231 employees with Ph.D. degrees. None of our employees are

represented by labor unions or covered by collective bargaining agreements. We consider our relationship with our employees to be good.

Our Corporate Information

Our principal executive offices are located at 120 West 45th Street, 17th Floor, New York, New York 10036, and our telephone number is (212) 295-5800. Our website
address is http://www.schrodinger.com. The information contained on, or that can be accessed through, our website is not incorporated by reference into this Annual Report or in
any other report or document we file with the SEC, and any reference to our website address is intended to be an inactive textual reference only. 

We own or have rights to trademarks, service marks, and trade names that we use in connection with the operation of our business, including our corporate name, logos
and website names. Other trademarks, service marks, and trade names appearing in this Annual Report are the property of their respective owners. Solely for convenience, some
of the trademarks, service marks, and trade names referred to in this Annual Report are listed without the ® and ™ symbols.

Available Information

We  make  available  free  of  charge  through  our  website  our  Annual  Report  on  Form  10-K,  Quarterly  Reports  on  Form  10-Q,  Current  Reports  on  Form  8-K  and
amendments to those reports filed or furnished pursuant to Sections 13(a) and 15(d) of the Securities Exchange Act of 1934, as amended, or the Exchange Act. We make these
reports available through our website as soon as reasonably practicable after we electronically file such reports with, or furnish such reports to, the SEC. We also make available,
free of charge on our website, the reports filed with the SEC by our executive officers, directors and 10% stockholders pursuant to Section 16 under the Exchange Act as soon as
reasonably practicable after copies of those filings are provided to us by those persons. The information contained on, or that can be access through, our website is not a part of or
incorporated by reference in this Annual Report.

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Item 1A. Risk Factors.

You should carefully consider the risks and uncertainties described below together with all of the other information contained in this Annual Report and our other public
filings with the SEC. The risks described below are not the only risks facing our company. The occurrence of any of the following risks, or of additional risks and uncertainties not
presently known to us or that we currently believe to be immaterial, could cause our business, prospects, operating results, and financial condition to suffer materially. 

Risks Related to Our Financial Position and Need for Additional Capital

We have a history of significant operating losses, and we expect to incur losses over the next several years.

We have a history of significant operating losses. Our net loss was $26.6 million, $25.7 million, and 28.4 million for the years ended December 31, 2020, 2019 and 2018,

respectively. As of December 31, 2020, we had an accumulated deficit of $129.6 million.

We anticipate that our operating expenses will increase substantially in the foreseeable future as we continue to invest in our internal drug discovery programs, sales and
marketing infrastructure, and our computational platform. We are still in the early stages of development of our own drug discovery program, and we have not yet identified our
first  clinical  candidate.  We  have  no  drug  products  licensed  for  commercial  sale  and  have  not  generated  any  revenue  from  our  own  drug  product  sales  to  date.  We  expect  to
continue to incur significant expenses and operating losses over the next several years. Our operating expenses and net income or loss may fluctuate significantly from quarter to
quarter and year to year. We anticipate that our expenses will increase substantially as we:

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continue to invest in and develop our computational platform and software solutions;

continue our research and development efforts for our internal drug discovery programs;

conduct preclinical studies and clinical trials for any of our future product candidates;

maintain, expand, enforce, defend, and protect our intellectual property;

hire additional software engineers, programmers, sales and marketing, and other personnel to support our software business;

hire additional clinical, quality control, and other scientific personnel; and

add operational, financial, and management information systems and personnel to support our operations as a public company.

If we are unable to increase sales of our software, or if we and our current and future collaborators are unable to successfully develop and commercialize drug products, our
revenues may be insufficient for us to achieve or maintain profitability.

To  achieve  and  maintain  profitability,  we  must  succeed  in  significantly  increasing  our  software  sales,  or  we  and  our  current  or  future  collaborators  must  succeed  in
developing, and eventually commercializing, a drug product or drug products that generate significant revenue. We currently generate revenues primarily from the sales of our
software  solutions  and  expect  to  continue  to  derive  most  of  our  revenue  from  sales  of  our  software  until  such  time  as  our  or  our  collaborators’  drug  development  and
commercialization efforts are successful, if ever. As such, increasing sales of our software to existing customers and successfully marketing our software to new customers are
critical to our success. Demand for our software solutions may be affected by a number of factors, including continued market acceptance by the biopharmaceutical industry,
market  adoption  of  our  software  solutions  beyond  the  biopharmaceutical  industry  including  for  material  science  applications,  the  ability  of  our  platform  to  identify  more
promising molecules and accelerate and lower the costs of discovery as compared to traditional methods, timing of development and release of new offerings by our competitors,
technological change, and the rate of growth in our target markets. If we are unable to continue to meet the demands of our customers, our business operations, financial results,
and growth prospects will be adversely affected.

Achieving success in drug development will require us or our current or future collaborators to be effective in a range of challenging activities, including completing
preclinical testing and clinical trials of product candidates, obtaining regulatory approval for these product candidates and manufacturing, marketing, and selling any products for
which we or they may obtain regulatory approval. We and most of our current drug discovery collaborators are only in the preliminary stages of most of these activities. We and
they may never succeed in these activities and, even if we do, we may never generate revenues that are significant enough to achieve and to maintain profitability, or even if our
collaborators do, we may not receive option fees, milestone payments, or royalties from them that are significant enough for us to achieve and to maintain profitability. Because of
the intense competition in the market for our software solutions and the numerous risks and uncertainties associated with biopharmaceutical product development, we are unable
to accurately predict when, or if, we will be able to sustain profitability.

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Even if we achieve profitability, we may not be able to sustain or increase profitability on a quarterly or annual basis. Our failure to become and remain profitable would
depress the value of our company and could impair our ability to raise capital, expand our business, maintain our research and development efforts, increase sales of our software,
develop a pipeline of product candidates, enter into collaborations, or even continue our operations. A decline in the value of our company could also cause our stockholders to
lose all or part of their investment.

In addition, although we have experienced revenue growth in recent periods, we may not be able to sustain revenue growth consistent with our recent history or at all. Our
total revenues increased by 26% from $85.5 million in the fiscal year ended December 31, 2019 to $108.1 million in the fiscal year ended December 31, 2020. You should not
consider our revenue growth in recent periods as indicative of our future performance. As we grow our business, our revenue growth rates may slow in future periods.

Our quarterly and annual results may fluctuate significantly, which could adversely impact the value of our common stock.

Our results of operations, including our revenues, gross margin, profitability, and cash flows, have historically varied from period to period, and we expect that they will
continue to do so. As a result, period-to-period comparisons of our operating results may not be meaningful, and our quarterly and annual results should not be relied upon as an
indication of future performance. Our quarterly and annual financial results may fluctuate as a result of a variety of factors, many of which are outside of our control. Factors that
may cause fluctuations in our quarterly and annual financial results include, without limitation, those listed elsewhere in this “Risk Factors” section and those listed below:

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customer renewal rates and the timing and terms of customer renewals, including the seasonality of customer renewals of our on-premise software arrangements, for
which revenue historically has been recognized at a single point in time in the first and fourth quarter of each fiscal year;

our ability to attract new customers for our software;

the addition or loss of large customers, including through acquisitions or consolidations of such customers;

the amount and timing of operating expenses related to the maintenance and expansion of our business, operations, and infrastructure;

network outages or security breaches;

general economic, industry, and market conditions, including within the life sciences industry;

our ability to collect receivables from our customers;

the amount of software purchased by our customers, including the mix of on-premise and hosted software sold during a period;

variations in the timing of the sales of our software, which may be difficult to predict;

changes in the pricing of our solutions and in our pricing policies or those of our competitors;

the timing and success of the introduction of new software solutions by us or our competitors or any other change in the competitive dynamics of our industry,
including consolidation among competitors, customers, or strategic collaborators;

changes in the fair value of or receipt of distributions or proceeds on account of the equity interests we hold in our drug discovery collaborators, such as Morphic;

the  success  of  our  drug  discovery  collaborators  in  developing  and  commercializing  drug  products  for  which  we  are  entitled  to  receive  milestone  payments  or
royalties and the timing of receipt of such payments, if any, such as under our collaboration agreement with Bristol-Myers Squibb Company, or BMS; and

the  timing  of  expenses  related  to  our  drug  discovery  programs,  the  development  or  acquisition  of  technologies  or  businesses  and  potential  future  charges  for
impairment of goodwill from acquired companies.

In addition, because we recognize revenues from our hosted software solutions ratably over the life of the contract, a significant upturn or downturn in sales of our hosted
software solutions may not be reflected immediately in our operating results. As a result of these factors, we believe that period-to-period comparisons of our operating results are
not a good indication of our future performance and that our interim financial results are not necessarily indicative of results for a full year or for any subsequent interim period.

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We may require additional capital to fund our operations. If we are unable to raise additional capital on terms acceptable to us or at all or generate cash flows necessary to
maintain or expand our operations, we may not be able to compete successfully, which would harm our business, operations, and financial condition.

We  expect  to  devote  substantial  financial  resources  to  our  ongoing  and  planned  activities,  including  the  development  of  drug  discovery  programs  and  continued
investment in our computational platform. We expect our expenses to increase substantially in connection with our ongoing and planned activities, particularly as we advance our
internal drug discovery programs, initiate preclinical and investigational new drug, or IND, enabling studies and invest in the further development of our platform. In addition, if
we  determine  to  advance  any  of  our  drug  discovery  programs  into  clinical  development  and  seek  regulatory  approval  on  our  own,  we  expect  to  incur  significant  additional
expenses. Furthermore, we incur additional costs associated with operating as a public company.

Our  current  drug  discovery  collaborators,  from  whom  we  are  entitled  to  receive  milestone  payments  upon  achievement  of  various  development,  regulatory,  and
commercial  milestones  as  well  as  royalties  on  commercial  sales,  if  any,  under  the  collaboration  agreements  that  we  have  entered  into  with  them,  face  numerous  risks  in  the
development  of  drugs,  including  the  conduct  of  preclinical  and  clinical  testing,  obtaining  regulatory  approval,  and  achieving  product  sales.  In  addition,  the  amounts  we  are
entitled to receive upon the achievement of such milestones tend to be smaller for near-term development milestones and increase if and as a collaborative product candidate
advances  through  regulatory  development  to  commercialization  and  will  vary  depending  on  the  level  of  commercial  success  achieved,  if  any.  We  do  not  anticipate  receiving
significant milestone payments from many of our drug discovery collaborators for several years, if at all, and our drug discovery collaborators may never achieve milestones that
result in significant cash payments to us. Accordingly, we may need to obtain substantial additional capital to fund our continuing operations.

As of December 31, 2020, we had cash, cash equivalents, restricted cash, and marketable securities of $643.2 million. We believe that our existing cash, cash equivalents,
and marketable securities will be sufficient to fund our operations and capital expenditure requirements for at least the next 12 months. However, we have based this estimate on
assumptions that may prove to be wrong, and our operating plans may change as a result of many factors currently unknown to us. As a result, we could deplete our capital
resources sooner than we currently expect.

Our future capital requirements will depend on many factors, including:

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the growth of our software revenue;

the timing and extent of spending to support research and development efforts;

the continued expansion of software sales and marketing activities;

the timing and receipt of payments from our collaborations as well as spending to support, advance, and broaden our internal drug discovery programs; and

the timing and receipt of any distributions or proceeds we may receive from our equity stakes in our co-founded companies and other drug discovery collaborators
and partners.

In the event that we require additional financing, we may not be able to raise such financing on terms acceptable to us or at all. In addition, we may seek additional capital
due to favorable market conditions or strategic considerations, even if we believe we have sufficient funds for our current or future operating plans. If we are unable to raise
additional capital on terms acceptable to us or at all or generate cash flows necessary to maintain or expand our operations and invest in our computational platform, we may not
be able to compete successfully, which would harm our business, operations, and financial condition.

Raising additional capital may cause dilution to our stockholders, restrict our operations, or require us to relinquish rights to our technologies or drug programs.

To the extent that we raise additional capital through the sale of equity or convertible debt securities, our stockholders’ ownership interests will be diluted, and the terms
of  these  securities  may  include  liquidation  or  other  preferences  that  adversely  affect  our  stockholders’  rights  as  common  stockholders.  Debt  financing  and  preferred  equity
financing,  if  available,  may  involve  agreements  that  include  covenants  limiting  or  restricting  our  ability  to  take  specific  actions,  such  as  incurring  additional  debt,  selling  or
licensing our assets, making product acquisitions, making capital expenditures, or declaring dividends.

If we raise additional funds through collaborations, strategic alliances or marketing, distribution, or licensing arrangements with third parties, we may have to relinquish
valuable rights to our technologies, future revenue streams, research programs, or product candidates or grant licenses on terms that may not be favorable to us or agree to exploit
a drug development target exclusively for one of our collaborators when we may prefer to pursue the drug development target for ourselves.

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If  our  estimates  or  judgments  relating  to  our  critical  accounting  policies  prove  to  be  incorrect  or  financial  reporting  standards  or  interpretations  change,  our  results  of
operations could be adversely affected.

The preparation of financial statements in conformity with generally accepted accounting principles in the United States, or U.S. GAAP, requires management to make
estimates  and  assumptions  that  affect  the  amounts  reported  in  the  consolidated  financial  statements  and  accompanying  notes.  We  base  our  estimates  on  historical  experience,
known trends and events, and various other factors that we believe to be reasonable under the circumstances, as provided in “Management’s Discussion and Analysis of Financial
Condition and Results of Operations—Critical Accounting Policies and Significant Judgments and Estimates” of this Annual Report. The results of these estimates form the basis
for making judgments about the carrying values of assets and liabilities that are not readily apparent from other sources. Significant assumptions and estimates used in preparing
our consolidated financial statements include the estimated variable consideration included in the transaction price in our contracts with customers, stock-based compensation,
and  valuation  of  our  equity  investments  in  early-stage  biotechnology  companies.  Our  results  of  operations  may  be  adversely  affected  if  our  assumptions  change  or  if  actual
circumstances differ from those in our assumptions, which could cause our results of operations to fall below the expectations of securities analysts and investors, resulting in a
decline in the trading price of our common stock.

Additionally, we regularly monitor our compliance with applicable financial reporting standards and review new pronouncements and drafts thereof that are relevant to
us. As a result of new standards, changes to existing standards and changes in their interpretation, we might be required to change our accounting policies, alter our operational
policies,  and  implement  new  or  enhance  existing  systems  so  that  they  reflect  new  or  amended  financial  reporting  standards,  or  we  may  be  required  to  restate  our  published
financial statements. Such changes to existing standards or changes in their interpretation may have an adverse effect on our reputation, business, financial position, and profit.

Risks Related to Our Software

If our existing customers do not renew their licenses, do not buy additional solutions from us, or renew at lower prices, our business and operating results will suffer.

We expect to continue to derive a significant portion of our software revenues from renewal of existing license agreements. As a result, maintaining the renewal rate of
our existing customers and selling additional software solutions to them is critical to our future operating results. Factors that may affect the renewal rate for our customers and
our ability to sell additional solutions to them include:

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the price, performance, and functionality of our software solutions;

the availability, price, performance, and functionality of competing software solutions;

the effectiveness of our professional services;

our ability to develop complementary software solutions, applications, and services;

the success of competitive products or technologies;

the stability, performance, and security of our technological infrastructure; and

the business environment of our customers.

We deliver our software through either (i) a product license that permits our customers to install the software solution directly on their own in-house hardware and use it
for a specified term, or (ii) a subscription that allows our customers to access the cloud-based software solution on their own hardware without taking control of the licenses. Our
customers have no obligation to renew their product licenses or subscriptions for our software solutions after the license term expires, which is typically after one year, and many
of our contracts may be terminated or reduced in scope either immediately or upon notice. In addition, our customers may negotiate terms less advantageous to us upon renewal,
which may reduce our revenues from these customers. Factors that are not within our control may contribute to a reduction in our software revenues. For instance, our customers
may reduce the number of their employees who are engaged in research and who would have use of our software, which would result in a corresponding reduction in the number
of user licenses needed for some of our solutions and thus a lower aggregate renewal fee. The loss, reduction in scope, or delay of a large contract, or the loss or delay of multiple
contracts, could materially adversely affect our business.

Our future operating results also depend, in part, on our ability to sell new software solutions and licenses to our existing customers. For example, the willingness of
existing customers to license our software will depend on our ability to scale and adapt our existing software solutions to meet the performance and other requirements of our
customers, which we may not do successfully. If our customers fail to renew their agreements, renew their agreements upon less favorable terms or at lower fee levels, or fail to
purchase new software solutions and licenses from us, our revenues may decline and our future revenues may be constrained.

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Our software sales cycle can vary and be long and unpredictable.

The  timing  of  sales  of  our  software  solutions  is  difficult  to  forecast  because  of  the  length  and  unpredictability  of  our  sales  cycle.  We  sell  our  solutions  primarily  to
biopharmaceutical companies, and our sales cycles can be as long as nine to twelve months or longer. Further, the length of time that potential customers devote to their testing
and evaluation, contract negotiation, and budgeting processes varies significantly, depending on the size of the organization and the nature of their needs. In addition, we might
devote  substantial  time  and  effort  to  a  particular  unsuccessful  sales  effort,  and  as  a  result,  we  could  lose  other  sales  opportunities  or  incur  expenses  that  are  not  offset  by  an
increase in revenue, which could harm our business.

A significant portion of our revenues are generated by sales to life sciences industry customers, and factors that adversely affect this industry could also adversely affect our
software sales.

A significant portion of our current software sales are to customers in the life sciences industry, in particular the biopharmaceutical industry. Demand for our software
solutions could be affected by factors that adversely affect the life sciences industry. The life sciences industry is highly regulated and competitive and has experienced periods of
considerable  consolidation.  Consolidation  among  our  customers  could  cause  us  to  lose  customers,  decrease  the  available  market  for  our  solutions,  and  adversely  affect  our
business. In addition, changes in regulations that make investment in the life sciences industry less attractive or drug development more expensive could adversely impact the
demand for our software solutions. For these reasons and others, selling software to life sciences companies can be competitive, expensive, and time consuming, often requiring
significant upfront time and expense without any assurance that we will successfully complete a software sale. Accordingly, our operating results and our ability to efficiently
provide our solutions to life sciences companies and to grow or maintain our customer base could be adversely affected as a result of factors that affect the life sciences industry
generally.

We  also  intend  to  continue  leveraging  our  solutions  for  broad  application  to  industrial  challenges  in  molecule  design,  including  in  the  fields  of  aerospace,  energy,
semiconductors, and electronic displays. However, we believe the materials science industry is in the very early stages of recognizing the potential of computational methods for
molecular discovery, and there can be no assurance that the industry will adopt computational methods such as our platform. Any factor adversely affecting our ability to market
our software solutions to customers outside of the life sciences industry, including in these new fields, could increase our dependence on the life sciences industry and adversely
affect the growth rate of our revenues, operating results, and business.

The markets in which we participate are competitive, and if we do not compete effectively, our business and operating results could be adversely affected.

The overall market for molecular discovery and design software is global, rapidly evolving, competitive, and subject to changing technology and shifting customer focus.
Our  software  solutions  face  competition  from  commercial  competitors  in  the  business  of  selling  simulation  and  modeling  software  to  biopharmaceutical  companies.  These
competitors  include  BIOVIA,  a  brand  of  Dassault  Systèmes  SE,  or  BIOVIA;  Chemical  Computing  Group  (US)  Inc.;  Cresset  Biomolecular  Discovery  Limited;  OpenEye
Scientific  Software,  Inc.;  Optibrium  Limited;  and  Simulations  Plus,  Inc.  We  also  have  competitors  in  materials  science,  such  as  BIOVIA  and  Materials  Design,  Inc.,  and  in
enterprise  software  for  the  life  sciences,  such  as  BIOVIA;  Certara  USA,  Inc.;  and  Dotmatics,  Inc.  In  some  cases,  these  competitors  are  well-established  providers  of  these
solutions and have long-standing relationships with many of our current and potential customers, including large biopharmaceutical companies. In addition, there are academic
consortia that develop physics-based simulation programs for life sciences and materials applications. In life sciences, the most prominent academic simulation packages include
AMBER,  CHARMm,  GROMACS,  GROMOS,  OpenMM,  and  OpenFF.  These  packages  are  primarily  maintained  and  developed  by  graduate  students  and  post-doctoral
researchers,  often  without  the  intent  for  commercialization.  We  also  face  competition  from  solutions  that  biopharmaceutical  companies  develop  internally  and  from  smaller
companies that offer products and services directed at more specific markets than we target, enabling these smaller competitors to focus a greater proportion of their efforts and
resources on these markets, as well as a large number of companies that have been founded with the goal of applying machine learning technologies to drug discovery.

Many of our competitors are able to devote greater resources to the development, promotion, and sale of their software solutions and services. It is possible that our new
focus  on  internal  drug  discovery  will  result  in  loss  of  management  focus  and  resources  relating  to  our  software  business,  thereby  resulting  in  decreasing  revenues  from  our
software business. Furthermore, third parties with greater available resources and the ability to initiate or withstand substantial price competition could acquire our current or
potential competitors. Our competitors may also establish cooperative relationships among themselves or with third parties that may further enhance their product offerings or
resources. If our competitors’ products, services, or technologies become more accepted than our solutions, if our competitors are successful in bringing their products or services
to market earlier than ours, if our competitors are able to respond more quickly and effectively to new or changing opportunities, technologies, or customer requirements, or if
their products or services are more technologically capable than ours, then our software revenues could be adversely affected.

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We may be required to decrease our prices or modify our pricing practices in order to attract new customers or retain existing customers due to increased competition.
Pricing pressures and increased competition could result in reduced sales, reduced margins, losses, or a failure to maintain or improve our competitive market position, any of
which could adversely affect our business.

We have invested and expect to continue to invest in research and development efforts that further enhance our computational platform. Such investments may affect our
operating results, and, if the return on these investments is lower or develops more slowly than we expect, our revenue and operating results may suffer.

We  have  invested  and  expect  to  continue  to  invest  in  research  and  development  efforts  that  further  enhance  our  computational  platform,  often  in  response  to  our
customers’ requirements. These investments may involve significant time, risks, and uncertainties, including the risk that the expenses associated with these investments may
affect  our  margins  and  operating  results  and  that  such  investments  may  not  generate  sufficient  revenues  to  offset  liabilities  assumed  and  expenses  associated  with  these  new
investments. The software industry changes rapidly as a result of technological and product developments, which may render our solutions less desirable. We believe that we must
continue to invest a significant amount of time and resources in our platform and software solutions to maintain and improve our competitive position. If we do not achieve the
benefits anticipated from these investments, if the achievement of these benefits is delayed, or if a slowdown in general computing power impacts the rate at which we expect our
physics-based simulations to increase in power and domain applicability, our revenue and operating results may be adversely affected.

If we are unable to collect receivables from our customers, our operating results may be adversely affected.

While  the  majority  of  our  current  customers  are  well-established,  large  companies  and  universities,  we  also  provide  software  solutions  to  smaller  companies.  Our
financial success depends upon the creditworthiness and ultimate collection of amounts due from our customers, including our smaller customers with fewer financial resources.
If we are not able to collect amounts due from our customers, we may be required to write-off significant accounts receivable and recognize bad debt expenses, which could
materially and adversely affect our operating results.

Defects or disruptions in our solutions could result in diminishing demand for our solutions, a reduction in our revenues, and subject us to substantial liability.

Our software business and the level of customer acceptance of our software depend upon the continuous, effective, and reliable operation of our software and related tools
and functions. Our software solutions are inherently complex and may contain defects or errors. Errors may result from our own technology or from the interface of our software
solutions with legacy systems and data, which we did not develop. The risk of errors is particularly significant when a new software solution is first introduced or when new
versions or enhancements of existing software solutions are released. We have from time to time found defects in our software, and new errors in our existing software may be
detected in the future. Any errors, defects, disruptions, or other performance problems with our software could hurt our reputation and may damage our customers’ businesses. If
that occurs, our customers may delay or withhold payment to us, cancel their agreements with us, elect not to renew, make service credit claims, warranty claims, or other claims
against us, and we could lose future sales. The occurrence of any of these events could result in diminishing demand for our software, a reduction of our revenues, an increase in
collection cycles for accounts receivable, require us to increase our warranty provisions, or incur the expense of litigation or substantial liability.

We rely upon third-party providers of cloud-based infrastructure to host our software solutions. Any disruption in the operations of these third-party providers, limitations on
capacity, or interference with our use could adversely affect our business, financial condition, and results of operations.

We outsource substantially all of the infrastructure relating to our hosted software solutions to third-party hosting services. Customers of our hosted software solutions
need to be able to access our computational platform at any time, without interruption or degradation of performance, and we provide them with service-level commitments with
respect  to  uptime.  Our  hosted  software  solutions  depend  on  protecting  the  virtual  cloud  infrastructure  hosted  by  third-party  hosting  services  by  maintaining  its  configuration,
architecture,  features,  and  interconnection  specifications,  as  well  as  the  information  stored  in  these  virtual  data  centers,  which  is  transmitted  by  third-party  internet  service
providers. Any limitation on the capacity of our third-party hosting services could impede our ability to onboard new customers or expand the usage of our existing customers,
which could adversely affect our business, financial condition, and results of operations. In addition, any incident affecting our third-party hosting services’ infrastructure that
may be caused by cyber-attacks, natural disasters, fire, flood, severe storm, earthquake, power loss, telecommunications failures, terrorist or other attacks, and other similar events
beyond our control could negatively affect our cloud-based solutions. A prolonged service disruption affecting our cloud-based solutions for any of the foregoing reasons would
negatively impact our ability to serve our customers and could damage our reputation with current and potential customers, expose us to liability, cause us to lose

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customers, or otherwise harm our business. We may also incur significant costs for using alternative equipment or taking other actions in preparation for, or in reaction to, events
that damage the third-party hosting services we use.

In the event that our service agreements with our third-party hosting services are terminated, or there is a lapse of service, elimination of services or features that we
utilize, interruption of internet service provider connectivity, or damage to such facilities, we could experience interruptions in access to our platform as well as significant delays
and additional expense in arranging or creating new facilities and services and/or re-architecting our hosted software solutions for deployment on a different cloud infrastructure
service provider, which could adversely affect our business, financial condition, and results of operations.

If our security measures are breached or unauthorized access to customer data is otherwise obtained, our solutions may be perceived as not being secure, customers may
reduce the use of or stop using our solutions, and we may incur significant liabilities.

Our solutions involve the collection, analysis, and storage of our customers’ proprietary information and sensitive proprietary data related to the discovery efforts of our
customers. As a result, unauthorized access or security breaches, as a result of third-party action, employee error, malfeasance, or otherwise could result in the loss of information,
litigation, indemnity obligations, damage to our reputation, and other liability. Because the techniques used to obtain unauthorized access or sabotage systems change frequently
and  generally  are  not  identified  until  they  are  launched  against  a  target,  we  may  be  unable  to  anticipate  these  techniques  or  to  implement  adequate  preventative  measures.  In
addition, if our employees fail to adhere to practices we have established to maintain a firewall between our internal drug discovery team and our teams that work with software
customers, or if the technical solutions we have adopted to maintain the firewall malfunction, our customers and collaborators may lose confidence in our ability to maintain the
confidentiality of their intellectual property, we may have trouble attracting new customers and collaborators, we may be subject to breach of contract claims by our customers
and collaborators, and we may suffer reputational and other harm as a result. Any or all of these issues could adversely affect our ability to attract new customers, cause existing
customers  to  elect  to  not  renew  their  licenses,  result  in  reputational  damage  or  subject  us  to  third-party  lawsuits  or  other  action  or  liability,  which  could  adversely  affect  our
operating  results.  Our  insurance  may  not  be  adequate  to  cover  losses  associated  with  such  events,  and  in  any  case,  such  insurance  may  not  cover  all  of  the  types  of  costs,
expenses, and losses we could incur to respond to and remediate a security breach.

Any failure to offer high-quality technical support services could adversely affect our relationships with our customers and our operating results.

Our  customers  depend  on  our  support  organization  to  resolve  technical  issues  relating  to  our  solutions,  as  our  software  requires  expert  usage  to  fully  exploit  its
capabilities.  Certain  of  our  customers  also  rely  on  us  to  troubleshoot  problems  with  the  performance  of  the  software,  introduce  new  features  requested  for  specific  customer
projects,  inform  them  about  the  best  way  to  set  up  and  analyze  various  types  of  simulations  and  illustrate  our  techniques  for  drug  discovery  using  examples  from  publicly
available  data  sets.  We  may  be  unable  to  respond  quickly  enough  to  accommodate  short-term  increases  in  customer  demand  for  these  support  services.  Increased  customer
demand for our services, without corresponding revenues, could increase costs and adversely affect our operating results. In addition, our sales process is highly dependent on the
reputation of our solutions and business and on positive recommendations from our existing customers. Any failure to offer high-quality technical support, or a market perception
that  we  do  not  offer  high-quality  support,  could  adversely  affect  our  reputation,  our  ability  to  sell  our  solutions  to  existing  and  prospective  customers  and  our  business  and
operating results.

Our solutions utilize third party open source software, and any failure to comply with the terms of one or more of these open source software licenses could adversely affect
our business or our ability to sell our software solutions, subject us to litigation, or create potential liability.

Our solutions include software licensed by third parties under any one or more open source licenses, including the GNU General Public License, the GNU Lesser General
Public License, the Affero General Public License, the BSD License, the MIT License, the Apache License, and others, and we expect to continue to incorporate open source
software in our solutions in the future. Moreover, we cannot ensure that we have effectively monitored our use of open source software or that we are in compliance with the
terms of the applicable open source licenses or our current policies and procedures. There have been claims against companies that use open source software in their products and
services asserting that the use of such open source software infringes the claimants’ intellectual property rights. As a result, we and our customers could be subject to suits by
third parties claiming that what we believe to be licensed open source software infringes such third parties’ intellectual property rights, and we may be required to indemnify our
customers  against  such  claims.  Additionally,  if  an  author  or  other  third  party  that  distributes  such  open  source  software  were  to  allege  that  we  had  not  complied  with  the
conditions of one or more of these licenses, we or our customers could be required to incur significant legal expenses defending against such allegations and could be subject to
significant  damages,  enjoined  from  the  sale  of  our  solutions  that  contain  the  open  source  software  and  required  to  comply  with  onerous  conditions  or  restrictions  on  these
solutions,

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which could disrupt the distribution and sale of these solutions. Litigation could be costly for us to defend, have a negative effect on our business, financial condition, and results
of operations, or require us to devote additional research and development resources to change our solutions.

Use of open source software may entail greater risks than use of third party commercial software, as open source licensors generally do not provide warranties or other
contractual protections regarding infringement claims or the quality of the code, including with respect to security vulnerabilities. In addition, certain open source licenses require
that source code for software programs that interact with such open source software be made available to the public at no cost and that any modifications or derivative works to
such open source software continue to be licensed under the same terms as the open source software license. The terms of various open source licenses have not been interpreted
by courts in the relevant jurisdictions, and there is a risk that such licenses could be construed in a manner that imposes unanticipated conditions or restrictions on our ability to
market  our  solutions.  By  the  terms  of  certain  open  source  licenses,  we  could  be  required  to  release  the  source  code  of  our  proprietary  software,  and  to  make  our  proprietary
software available under open source licenses, if we combine our proprietary software with open source software in a certain manner. In the event that portions of our proprietary
software are determined to be subject to an open source license, we could be required to publicly release the affected portions of our source code, re-engineer all or a portion of
our solutions, or otherwise be limited in the licensing of our solutions, each of which could reduce or eliminate the value of our solutions. Disclosing our proprietary source code
could allow our competitors to create similar products with lower development effort and time and ultimately could result in a loss of sales. Any of these events could create
liability for us and damage our reputation, which could have a material adverse effect on our revenue, business, results of operations, and financial condition and the market price
of our shares.

Risks Related to Drug Discovery

We may never realize return on our investment of resources and cash in our drug discovery collaborations.

We use our computational platform to provide drug discovery services to collaborators who are engaged in drug discovery and development. These collaborators include
start-up  companies  we  co-found,  pre-commercial  biotechnology  companies,  and  large-scale  pharmaceutical  companies.  When  we  engage  in  drug  discovery  with  these
collaborators, we typically provide access to our platform and platform experts who assist the drug discovery collaborator in identifying molecules that have activity against one
or more specified protein targets. We historically have not received significant initial cash consideration for these services, except for the upfront payment of $55.0 million we
received from BMS upon entry into our collaboration agreement with BMS. However, we have received equity consideration in certain of our collaborators and/or the right to
receive option fees, cash milestone payments upon the achievement of specified development, regulatory, and commercial sales milestones for the drug discovery targets, and
potential royalties. From time to time, we have also made additional equity investments in our drug discovery collaborators.

We may never realize return on our investment of resources and cash in our drug discovery collaborations. Clinical drug development involves a lengthy and expensive
process, with an uncertain outcome. Our drug discovery collaborators may incur additional costs or experience delays in completing, or ultimately be unable to complete, the
development and commercialization of any product candidates. In addition, our ability to realize return from our drug discovery collaborations is subject to the following risks:

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drug discovery collaborators have significant discretion in determining the amount and timing of efforts and resources that they will apply to our collaborations and
may not perform their obligations as expected;

drug  discovery  collaborators  may  not  pursue  development  or  commercialization  of  any  product  candidates  for  which  we  are  entitled  to  option  fees,  milestone
payments, or royalties or may elect not to continue or renew development or commercialization programs based on results of clinical trials or other studies, changes
in the collaborator’s strategic focus or available funding, or external factors, such as an acquisition, that divert resources or create competing priorities;

drug discovery collaborators may delay clinical trials for which we are entitled to milestone payments;

we  may  not  have  access  to,  or  may  be  restricted  from  disclosing,  certain  information  regarding  our  collaborators’  product  candidates  being  developed  or
commercialized  and,  consequently,  may  have  limited  ability  to  inform  our  stockholders  about  the  status  of,  and  likelihood  of  achieving,  milestone  payments  or
royalties under such collaborations;

drug discovery collaborators could independently develop, or develop with third parties, products that compete directly or indirectly with any product candidates
and products for which we are entitled to milestone payments or royalties if the collaborator believes that the competitive products are more likely to be successfully
developed or can be commercialized under terms that are more economically attractive;

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product candidates discovered in drug discovery collaborations with us may be viewed by our collaborators as competitive with their own product candidates or
products, which may cause our collaborators to cease to devote resources to the commercialization of any such product candidates;

existing drug discovery collaborators and potential future drug discovery collaborators may begin to perceive us to be a competitor more generally, particularly as
we advance our internal drug discovery programs, and therefore may be unwilling to continue existing collaborations with us or to enter into new collaborations
with us;

a drug discovery collaborator may fail to comply with applicable regulatory requirements regarding the development, manufacture, distribution, or marketing of a
product candidate or product, which may impact our ability to receive milestone payments;

disagreements with drug discovery collaborators, including disagreements over intellectual property or proprietary rights, contract interpretation, or the preferred
course of development, might cause delays or terminations of the research, development, or commercialization of product candidates for which we are eligible to
receive milestone payments, or might result in litigation or arbitration;

drug discovery collaborators may not properly obtain, maintain, enforce, defend or protect our intellectual property or proprietary rights or may use our proprietary
information in such a way as to potentially lead to disputes or legal proceedings that could jeopardize or invalidate our or their intellectual property or proprietary
information or expose us and them to potential litigation;

drug discovery collaborators may infringe, misappropriate, or otherwise violate the intellectual property or proprietary rights of third parties, which may expose us
to litigation and potential liability;

drug discovery collaborators could suffer from operational delays as a result of global health impacts, such as the COVID-19 pandemic; and

drug discovery collaborations may be terminated prior to our receipt of any significant value from the collaboration.

Our drug discovery collaborations may not lead to development or commercialization of product candidates that results in our receipt of option fees, milestone payments,
or  royalties  in  a  timely  manner,  or  at  all.  If  any  drug  discovery  collaborations  that  we  enter  into  do  not  result  in  the  successful  development  and  commercialization  of  drug
products  that  result  in  option  fees,  milestone  payments,  or  royalties  to  us,  we  may  not  receive  return  on  the  resources  we  have  invested  in  the  drug  discovery  collaboration.
Moreover, even if a drug discovery collaboration initially leads to the achievement of milestones that result in payments to us, it may not continue to do so.

We also rely on collaborators for the development and potential commercialization of product candidates we discover internally when we believe it will help maximize
the  commercial  value  of  the  product  candidate.  For  example,  under  our  collaboration  agreement  with  BMS,  after  mutual  agreement  on  the  targets(s)  of  interest,  our  drug
discovery group will be responsible for the discovery of development candidates. Once a development candidate meeting specified criteria for a target has been identified, BMS
will be solely responsible for the development, manufacturing and commercialization of such development candidate. Even if we successfully identify one or more development
candidates for BMS to develop and commercialize under our collaboration agreement, BMS may not achieve the research, development, regulatory and sales milestones for those
development candidates that result in additional payments to us.

We may never realize a return on our equity investments in our drug discovery collaborators.

We may never realize a return on our equity investments in our drug discovery collaborators. None of the drug discovery collaborators in which we hold equity generate
revenue from commercial sales of drug products. They are therefore dependent on the availability of capital on favorable terms to continue their operations. In addition, if the
drug  discovery  collaborators  in  which  we  hold  equity  raise  additional  capital,  our  ownership  interest  in  and  degree  of  control  over  these  drug  discovery  collaborators  will  be
diluted,  unless  we  have  sufficient  resources  and  choose  to  invest  in  them  further  or  successfully  negotiate  contractual  anti-dilution  protections  for  our  equity  investment.  The
financial success of our equity investment in any collaborator will likely be dependent on a liquidity event, such as a public offering, acquisition, or other favorable market event
reflecting appreciation in the value of the equity we hold. The capital markets for public offerings and acquisitions are dynamic, and the likelihood of liquidity events for the
companies  in  which  we  hold  equity  interests  could  significantly  worsen.  Further,  valuations  of  privately  held  companies  are  inherently  complex  due  to  the  lack  of  readily
available market data. If we determine that any of our investments in such companies have experienced a decline in value, we may be required to record an impairment, which
could negatively impact our financial results. The fair value of our equity interests in public companies, such as Morphic, may fluctuate significantly in future periods since we
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of such equity interests based on the market value of such companies’ common stock as of a given reporting date. All of the equity we hold in our drug discovery collaborators is
subject to a risk of partial or total loss of our investment.

Our drug discovery collaborators have significant discretion in determining when to make announcements, if any, about the status of our collaborations, including about
clinical  developments  and  timelines  for  advancing  collaborative  programs,  and  the  price  of  our  common  stock  may  decline  as  a  result  of  announcements  of  unexpected
results or developments.

Our  drug  discovery  collaborators  have  significant  discretion  in  determining  when  to  make  announcements  about  the  status  of  our  collaborations,  including  about
preclinical  and  clinical  developments  and  timelines  for  advancing  the  collaborative  programs.  While  as  a  general  matter  we  intend  to  periodically  report  on  the  status  of  our
collaborations, our drug discovery collaborators, and in particular, our privately-held collaborators, may wish to report such information more or less frequently than we intend to
or may not wish to report such information at all. The price of our common stock may decline as a result of the public announcement of unexpected results or developments in our
collaborations, or as a result of our collaborators withholding such information.

Although we believe that our computational platform has the potential to identify more promising molecules than traditional methods and to accelerate drug discovery, our
focus on using our platform technology to discover and design molecules with therapeutic potential may not result in the discovery and development of commercially viable
products for us or our collaborators.

Our scientific approach focuses on using our platform technology to conduct “computational assays” that leverage our deep understanding of physics-based modeling and
theoretical chemistry to design molecules and predict their key properties without conducting time-consuming and expensive physical experiments. Our computational platform
underpins our software solutions, our drug discovery collaborations and our own internal drug discovery programs.

While the results of certain of our drug discovery collaborators suggest that our platform is capable of accelerating drug discovery and identifying high quality product

candidates, these results do not assure future success for our drug discovery collaborators or for us with our internal drug discovery programs.

Even if we or our drug discovery collaborators are able to develop product candidates that demonstrate potential in preclinical studies, we or they may not succeed in
demonstrating  safety  and  efficacy  of  product  candidates  in  human  clinical  trials.  For  example,  in  collaboration  with  us,  Nimbus  Therapeutics,  LLC,  or  Nimbus,  was  able  to
identify a unique series of acetyl-CoA carboxylase, or ACC, allosteric protein-protein interaction inhibitors with favorable pharmaceutical properties that inhibit the activity of the
ACC  enzyme.  Nimbus  achieved  proof  of  concept  in  a  Phase  1b  clinical  trial  of  its  ACC  inhibitor,  firsocostat,  and  later  sold  the  program  to  Gilead  Sciences,  Inc.,  or  Gilead
Sciences, in a transaction valued at approximately $1.2 billion, comprised of an upfront payment and earn outs. Of this amount, $601.3 million has been paid to Nimbus to date,
and we received a total of $46.0 million in cash distributions in 2016 and 2017. In December 2019, Gilead Sciences announced topline results from its Phase 2 clinical trial which
included firsocostat, both as a monotherapy and in combination with other investigational therapies for advanced fibrosis due to nonalcoholic steatohepatitis, in which the primary
endpoint was not met. Moreover, preclinical and clinical data are often susceptible to varying interpretations and analyses, and many companies that have believed their product
candidates performed satisfactorily in preclinical studies and clinical trials have nonetheless failed to obtain marketing approval of their product candidates.

We may not be successful in our efforts to identify or discover product candidates and may fail to capitalize on programs, collaborations, or product candidates that may
present a greater commercial opportunity or for which there is a greater likelihood of success.

Research programs to identify new product candidates require substantial technical, financial, and human resources. As an organization, we have not yet developed any
product candidates, and we may fail to identify potential product candidates for clinical development. Similarly, a key element of our business plan is to expand the use of our
computational  platform  through  an  increase  in  software  sales  and  drug  discovery  collaborations.  A  failure  to  demonstrate  the  utility  of  our  platform  by  successfully  using  it
ourselves to discover internal product candidates could harm our business prospects.

Because we have limited resources, we focus our research programs on protein targets where we believe our computational assays are a good substitute for experimental
assays, where we believe it is theoretically possible to discover a molecule with properties that are required for the molecule to become a drug and where we believe there is a
meaningful commercial opportunity, among other factors. The focus of our initial internal drug discovery programs was in the area of oncology, and we have only recently begun
expanding into other therapeutic areas, including neurology and immunology. We may forego or delay pursuit of opportunities with certain programs, collaborations, or product
candidates or for indications that later prove to have greater commercial potential. However, the development of any product candidate we pursue may ultimately prove to be
unsuccessful or less successful than another potential product candidate that we might have chosen to pursue on a more aggressive basis with our capital resources. If we

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do not accurately evaluate the commercial potential for a particular product candidate, we may relinquish valuable rights to that product candidate through strategic collaboration,
partnership, licensing, or other arrangements in cases in which it would have been more advantageous for us to retain sole development and commercialization rights to such
product candidate. Alternatively, we may allocate internal resources to a product candidate in a therapeutic area in which it would have been more advantageous to enter into a
collaboration.

We  rely  on  contract  research  organizations  to  synthesize  any  molecules  with  therapeutic  potential  that  we  discover.  If  such  organizations  do  not  meet  our  supply
requirements, development of any product candidate we may develop may be delayed.

We expect to rely on third parties to synthesize any molecules with therapeutic potential that we discover. Reliance on third parties may expose us to different risks than if
we  were  to  synthesize  molecules  ourselves.  If  these  third  parties  do  not  successfully  carry  out  their  contractual  duties,  meet  expected  deadlines,  or  synthesize  molecules  in
accordance with regulatory requirements, if there are disagreements between us and such parties or if such parties are unable to expand capacities, we may not be able to fulfill, or
may be delayed in producing sufficient product candidates to meet, our supply requirements. These facilities may also be affected by natural disasters, such as floods or fire, or
geopolitical developments or public health pandemics, such as COVID-19, or such facilities could face production issues, such as contamination or regulatory concerns following
a regulatory inspection of such facility. In such instances, we may need to locate an appropriate replacement third-party facility and establish a contractual relationship, which
may not be readily available or on acceptable terms, which would cause additional delay and increased expense, and may have a material adverse effect on our business.

We  or  any  third  party  may  also  encounter  shortages  in  the  raw  materials  or  active  pharmaceutical  ingredient,  or  API,  necessary  to  synthesize  any  molecule  we  may
discover in the quantities needed for preclinical studies or clinical trials, as a result of capacity constraints or delays or disruptions in the market for the raw materials or API.
Even if raw materials or API are available, we may be unable to obtain sufficient quantities at an acceptable cost or quality. The failure by us or the third parties to obtain the raw
materials or API necessary to synthesize sufficient quantities of any molecule we may discover could delay, prevent, or impair our development efforts and may have a material
adverse effect on our business.

If  we  are  not  able  to  establish  or  maintain  collaborations  to  develop  and  commercialize  any  of  the  product  candidates  we  discover  internally,  we  may  have  to  alter  our
development and commercialization plans for those product candidates and our business could be adversely affected.

We have not yet identified any product candidates or advanced any of our drug discovery programs past the discovery stage and into preclinical studies or human clinical
trials. We expect to rely on future collaborators for the development and potential commercialization of product candidates we discover internally when we believe it will help
maximize  the  commercial  value  of  the  product  candidate.  We  face  significant  competition  in  seeking  appropriate  collaborators  for  these  activities,  and  a  number  of  more
established companies may also be pursuing such collaborations. These established companies may have a competitive advantage over us due to their size, financial resources,
and greater clinical development and commercialization expertise. Whether we reach a definitive agreement for such collaborations will depend, among other things, upon our
assessment  of  the  collaborator’s  resources  and  expertise,  the  terms  and  conditions  of  the  proposed  collaboration,  and  the  proposed  collaborator’s  evaluation  of  a  number  of
factors. Those factors may include the design or results of preclinical studies and clinical trials, the likelihood of approval by the U.S. Food and Drug Administration, or FDA, or
similar regulatory authorities outside the United States, the potential market for the subject product candidate, the costs and complexities of manufacturing and delivering such
product candidate to patients, the potential of competing products, the existence of uncertainty with respect to our ownership of technology, which can exist if there is a challenge
to such ownership without regard to the merits of the challenge, and industry and market conditions generally. The collaborator may also consider alternative product candidates
or technologies for similar indications that may be available to collaborate on and whether such a collaboration could be more attractive than the one with us for our product
candidate. Collaborations are complex and time-consuming to negotiate and document. In addition, there have been a significant number of recent business combinations among
large biopharmaceutical companies that have resulted in a reduced number of potential future collaborators.

If we are unable to reach agreements with suitable collaborators on a timely basis, on acceptable terms or at all, we may have to curtail the development of a product
candidate,  reduce  or  delay  its  development  program  or  one  or  more  of  our  other  development  programs,  or  increase  our  expenditures  and  undertake  development  or
commercialization activities at our own expense. If we elect to fund and undertake development or commercialization activities on our own, we may need to obtain additional
expertise and additional capital, which may not be available to us on acceptable terms or at all. If we fail to enter into collaborations and do not have sufficient funds or expertise
to undertake the necessary development and commercialization activities, we may not be able to further develop any product candidates or bring them to market.

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As a company, we do not have any experience in clinical development and have not advanced any product candidates into clinical development.

We only began conducting our own internal drug discovery efforts in mid-2018. As a company, we do not have any experience in clinical development and have not
advanced any product candidates into clinical development. Our lack of experience in conducting clinical development activities may adversely impact the likelihood that we will
be successful in advancing our programs. Further, any predictions you make about the future success or viability of our internal drug discovery programs may not be as accurate
as they could be if we had a history of conducting clinical trials and developing our own product candidates.

In addition, as our internal drug discovery business grows, we may encounter unforeseen expenses, difficulties, complications, delays, and other known and unknown
factors.  Our  internal  drug  discovery  business  may  need  to  transition  to  a  business  capable  of  supporting  clinical  development  activities.  We  may  not  be  successful  in  such  a
transition.

If  we  and  any  current  or  future  collaborators  are  unable  to  successfully  complete  clinical  development,  obtain  regulatory  approval  for,  or  commercialize  any  product
candidates, or experience delays in doing so, our business may be materially harmed.

The success of our and any current or future collaborators’ development and commercialization programs will depend on several factors, including the following:

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successful completion of necessary preclinical studies to enable the initiation of clinical trials;

successful enrollment of patients in, and the completion of, the clinical trials;

acceptance by the FDA or other regulatory agencies of regulatory filings for any product candidates we and our current or future collaborators may develop;

expanding and maintaining a workforce of experienced scientists and others to continue to develop any product candidates;

obtaining  and  maintaining  intellectual  property  protection  and  regulatory  exclusivity  for  any  product  candidates  we  and  our  current  or  future  collaborators  may
develop;

making arrangements with third-party manufacturers for, or establishing, clinical and commercial manufacturing capabilities;

establishing sales, marketing, and distribution capabilities for drug products and successfully launching commercial sales, if and when approved;

acceptance of any product candidates we and our current or future collaborators may develop, if and when approved, by patients, the medical community, and third-
party payors;

effectively competing with other therapies;

obtaining and maintaining coverage, adequate pricing, and adequate reimbursement from third-party payors, including government payors;

patients’ willingness to pay out-of-pocket in the absence of coverage and/or adequate reimbursement from third-party payors;

ongoing or future restrictions resulting from the COVID-19 pandemic and its collateral consequences may result in internal and external operational delays and
limitations; and

maintaining a continued acceptable safety profile following receipt of any regulatory approvals.

Many  of  these  factors  are  beyond  our  control,  including  clinical  outcomes,  the  regulatory  review  process,  potential  threats  to  our  intellectual  property  rights,  and  the
manufacturing, marketing, and sales efforts of any current or future collaborator. Clinical drug development involves a lengthy and expensive process, with an uncertain outcome.
If  we  or  our  current  or  future  collaborators  are  unable  to  develop,  receive  marketing  approval  for,  and  successfully  commercialize  any  product  candidates,  or  if  we  or  they
experience delays as a result of any of these factors or otherwise, we may need to spend significant additional time and resources, which would adversely affect our business,
prospects, financial condition, and results of operations.

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Risks Related to Our Operations

Doing business internationally creates operational and financial risks for our business.

For  the  fiscal  year  ended  December  31,  2020,  sales  to  customers  outside  of  the  United  States  accounted  for  approximately  44%  of  our  total  revenues.  Operating  in
international  markets  requires  significant  resources  and  management  attention  and  subjects  us  to  regulatory,  economic,  and  political  risks  that  are  different  from  those  in  the
United States. We have limited operating experience in some international markets, and we cannot assure you that our expansion efforts into other international markets will be
successful. Our experience in the United States and other international markets in which we already have a presence may not be relevant to our ability to expand in other markets.
Our international expansion efforts may not be successful in creating further demand for our solutions outside of the United States or in effectively selling our solutions in the
international markets we enter. In addition, we face risks in doing business internationally that could adversely affect our business, including:

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the need to localize and adapt our solutions for specific countries, including translation into foreign languages;

data privacy laws which require that customer data be stored and processed in a designated territory or handled in a manner that differs significantly from how we
typically handle customer data;

difficulties in staffing and managing foreign operations, including employee laws and regulations;

different pricing environments, longer sales cycles, and longer accounts receivable payment cycles and collections issues;

new and different sources of competition;

weaker protection for intellectual property and other legal rights than in the United States and practical difficulties in enforcing intellectual property and other rights
outside of the United States;

laws and business practices favoring local competitors;

compliance  challenges  related  to  the  complexity  of  multiple,  conflicting,  and  changing  governmental  laws  and  regulations,  including  employment,  tax,
reimbursement and pricing, privacy and data protection, and anti-bribery laws and regulations;

increased financial accounting and reporting burdens and complexities;

restrictions on the transfer of funds;

changes in diplomatic and trade relationships, including new tariffs, trade protection measures, import or export licensing requirements, trade embargoes, and other
trade barriers;

changes in social, political, and economic conditions or in laws, regulations, and policies governing foreign trade, manufacturing, development, and investment both
domestically as well as in the other countries and jurisdictions;

adverse tax consequences, including the potential for required withholding taxes;

global health pandemics, such as COVID-19; and

unstable regional and economic political conditions.

Our  international  agreements  may  provide  for  payment  denominated  in  local  currencies  and  our  local  operating  costs  are  denominated  in  local  currencies.  Therefore,
fluctuations in the value of the U.S. dollar and foreign currencies may impact our operating results when translated into U.S. dollars. We do not currently engage in currency
hedging activities to limit the risk of exchange rate fluctuations.

Additionally,  we  could  face  heightened  risks  as  a  result  of  the  recent  withdrawal  of  the  United  Kingdom  from  the  European  Union  on  January  31,  2020,  commonly
referred to as Brexit. On December 24, 2020, the United Kingdom and the European Union entered into a Trade and Cooperation Agreement, which sets out certain procedures
for approval and recognition of medical products in each jurisdiction. Since the regulatory framework for pharmaceutical products in the United Kingdom covering quality, safety
and efficacy of pharmaceutical products, clinical trials, marketing authorization, commercial sales and distribution of pharmaceutical products is derived from European Union
directives and regulations, Brexit could materially impact the future regulatory regime that applies to products and the approval of product candidates in the United Kingdom.

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A  widespread  outbreak  of  an  illness  or  other  health  issue,  such  as  the  COVID-19  pandemic,  could  negatively  affect  various  aspects  of  our  business  and  make  it
more difficult to meet our obligations to our customers, and could result in reduced demand from our customers as well as delays in our drug discovery and development
programs.

Our business and operations could be adversely affected by health epidemics, including the recent COVID-19 pandemic, impacting the markets and industries in which
we and our customers and collaborators operate. In December 2019, a disease referred to as COVID-19 was reported and has spread to many countries worldwide, including the
United States. The ongoing global COVID-19 pandemic may adversely impact many aspects of our business. 

The COVID-19 pandemic has been declared a national emergency. In response to the COVID-19 pandemic, state, local, federal, and foreign governments have put in
place, and others in the future may put in place, quarantines, executive orders, shelter-in-place orders, and similar government orders and restrictions in order to control the spread
of the disease. Such orders or restrictions, or the perception that such orders or restrictions could occur, have resulted in business closures, work stoppages, slowdowns and delays,
work-from-home policies, travel restrictions, and cancellation or postponement of events, among other effects that could negatively impact productivity and disrupt our operations
and  those  of  our  customers  and  collaborators.  In  early  March  2020,  we  implemented  a  work-from-home  policy  for  all  of  our  employees.  Beginning  in  June  2020,  we  began
limited re-openings of certain of our offices in the United States and abroad. Our re-openings have begun on a limited basis and are voluntary for all of our employees. We intend
to continue to phase-in the re-opening of our offices as our management and federal, state, or local authorities advise, and we may take further actions that alter our operations as
may  be  required  by  federal,  state,  or  local  authorities,  or  which  we  determine  are  in  our  best  interests.  While  most  of  our  operations  can  be  performed  remotely,  there  is  no
guarantee that we will be as effective while working remotely because our team is dispersed, many employees may have additional personal needs to attend to (such as looking
after children as a result of school closures or family who become sick), and employees may become sick themselves and be unable to work. Decreased effectiveness of our team
could  adversely  affect  our  results  due  to  our  inability  to  meet  in  person  with  potential  or  current  customers  and  collaborators,  or  other  decreases  in  productivity  that  could
seriously harm our business.

The full extent of the future impact will depend on many factors outside of our control, including, without limitation, the timing, extent, trajectory and duration of the
pandemic,  the  development  and  availability  of  effective  treatments  and  vaccines,  the  imposition  of  protective  public  safety  measures,  and  the  impact  of  the  pandemic  on  the
global  economy.  For  instance,  if  certain  of  our  customers  experience  downturns  or  uncertainty  in  their  own  business  operations  and  revenue  because  of  the  economic  effects
resulting from the spread of COVID-19, they may decrease their spending, which may result in decreased software revenue. Furthermore, as a result of the restrictions related to
COVID-19,  our  sales  force  has  limited  in-person  interactions,  and  their  ability  to  attend  events  that  promote  and  expand  knowledge  of  our  company  and  platform,  including
industry conferences and events has been hampered.

In addition, as a result of the COVID-19 pandemic, we may experience delays in the progress of certain of our drug discovery and development programs, particularly

those that are in clinical studies or preparing to enter clinical studies. Delays in any such programs could result in delays achieving milestones and related revenue.

The global impact of COVID-19 continues to rapidly evolve, and we will continue to monitor the situation closely. The ultimate impact of the COVID-19 pandemic or a
similar health epidemic is highly uncertain and subject to change.  We do not yet know the full extent of potential delays or impacts on our business, operations, or the global
economy as a whole.  While the spread of COVID-19 may eventually be contained or mitigated, there is no guarantee that a future outbreak of this or any other widespread
epidemics will not occur, or that the global economy will recover, either of which could seriously harm our business.

If we fail to manage our technical operations infrastructure, our existing customers, and our internal drug discovery team, may experience service outages, and our new
customers may experience delays in the deployment of our solutions.

We have experienced significant growth in the number of users and data that our operations infrastructure supports. We seek to maintain sufficient excess capacity in our
operations infrastructure to meet the needs of all of our customers and to support our internal drug discovery programs. We also seek to maintain excess capacity to facilitate the
rapid  provision  of  new  customer  deployments  and  the  expansion  of  existing  customer  deployments.  In  addition,  we  need  to  properly  manage  our  technological  operations
infrastructure  in  order  to  support  version  control,  changes  in  hardware  and  software  parameters  and  the  evolution  of  our  solutions.  However,  the  provision  of  new  hosting
infrastructure requires adequate lead-time. We have experienced, and may in the future experience, website disruptions, outages, and other performance problems. These types of
problems may be caused by a variety of factors, including infrastructure changes, human or software errors, viruses, security attacks, fraud, spikes in usage, and denial of service
issues. In some instances, we may not be able to identify the cause or causes of these performance problems within an acceptable period of time. If we do not accurately predict
our infrastructure requirements, our existing customers may experience service outages that may subject us to financial penalties, financial liabilities, and customer losses. If our
operations infrastructure fails to keep pace with increased sales and usage, customers and our internal drug discovery team may experience delays in the deployment

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of our solutions as we seek to obtain additional capacity, which could adversely affect our reputation and adversely affect our revenues.

Changes in tax laws or in their implementation or interpretation could adversely affect our business and financial condition.

Changes in tax law may adversely affect our business or financial condition.  On December 22, 2017, President Trump signed into law the Tax Cuts and Jobs Act, or the
2017 Tax Act, which significantly revised the Internal Revenue Code of 1986, as amended, or the Code. The 2017 Tax Act, among other things, contained significant changes to
corporate taxation, including a reduction of the corporate tax rate from a top marginal rate of 35% to a flat rate of 21%, the limitation of the tax deduction for net interest expense
to 30% of adjusted earnings (except for certain small businesses), the limitation of the deduction for net operating losses arising in taxable years ending after December 31, 2017
to 80% of current year taxable income and elimination of net operating loss carrybacks for losses arising in taxable years ending after December 31, 2017 (though any such net
operating losses may be carried forward indefinitely), the imposition of a one-time taxation of offshore earnings at reduced rates regardless of whether they are repatriated, the
elimination of U.S. tax on foreign earnings (subject to certain important exceptions), the allowance of immediate deductions for certain new investments instead of deductions for
depreciation expense over time, and the modification or repeal of many business deductions and credits.

As part of Congress’s response to the COVID-19 pandemic, the Families First Coronavirus Response Act, or FFCR Act, was enacted on March 18, 2020, the Coronavirus
Aid, Relief, and Economic Security Act, or CARES Act, was enacted on March 27, 2020, and COVID relief provisions were included in the Consolidated Appropriations Act,
2021, or CAA, which was enacted on December 27, 2020. All contain numerous tax provisions.  In particular, the CARES Act retroactively and temporarily (for taxable years
beginning before January 1, 2021) suspends application of the 80%-of-income limitation on the use of net operating losses, which was enacted as part of the 2017 Tax Act.  It also
provides that net operating losses arising in any taxable year beginning after December 31, 2017, and before January 1, 2021 are generally eligible to be carried back up to five
years. The CARES Act also temporarily (for taxable years beginning in 2019 or 2020) relaxes the limitation of the tax deductibility for net interest expense by increasing the
limitation from 30 to 50% of adjusted taxable income.

Regulatory  guidance  under  the  2017  Tax  Act,  the  FFCR  Act,  the  CARES  Act,  and  the  CAA  is  and  continues  to  be  forthcoming,  and  such  guidance  could  ultimately
increase  or  lessen  the  impact  of  these  laws  on  our  business  and  financial  condition.  It  is  also  possible  that  Congress  will  enact  additional  legislation  in  connection  with  the
COVID-19 pandemic, some of which could have an impact on our company. In addition, it is uncertain if and to what extent various states will conform to the 2017 Tax Act, the
FFCR Act, the CARES Act, and the CAA.

Our ability to use our NOLs and research and development tax credit carryforwards to offset future taxable income may be subject to certain limitations.

As of December 31, 2020, we had federal net operating losses of approximately $206.3 million and state NOLs of approximately $126.7 million, which, if not utilized,
generally  begin  to  expire  in  2022.  As  of  December  31,  2020,  we  also  had  federal  research  and  development  tax  credit  carryforwards  of  approximately  $9.4  million  and  state
research  and  development  tax  credit  carryforwards  of  approximately  $0.5  million,  which,  if  not  utilized,  generally  begin  to  expire  in  2021.  These  NOLs  and  research  and
development tax credit carryforwards could expire unused and be unavailable to offset future income tax liabilities.

In addition, under Section 382 of the Code, and corresponding provisions of state law, a corporation that undergoes an “ownership change,” generally defined as a greater
than 50 percentage point change (by value) in its equity ownership by certain stockholders over a three year period, is subject to limitations on its ability to utilize its pre-change
NOLs and research and development tax credit carryforwards to offset future taxable income. We have performed an analysis through December 31, 2019 and determined that
such an ownership change has not occurred. However, we may experience such ownership changes in the future as a result of offerings of our common stock or changes in our
stock ownership (which may be outside our control). As a result, if, and to the extent that, we earn net taxable income, our ability to use our pre-change NOLs and research and
development tax credit carryforwards to offset such taxable income may be subject to limitations.

There is also a risk that due to regulatory changes, such as suspension of the use of NOLs, or other unforeseen reasons, our existing NOLs could expire or otherwise
become unavailable to offset future income tax liabilities.  As described above in “Changes in tax laws or in their implementation or interpretation could adversely affect our
business and financial condition,” the 2017 Tax Act as amended by the CARES Act, includes changes to U.S. federal tax rates and rules governing NOL carryforwards that may
significantly impact our ability to utilize NOLs to offset taxable income in the future.  In addition, state NOLs generated in one state cannot be used to offset income generated in
another state. For these reasons, we may be unable to use a material portion of our NOLs and other tax attributes.

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Our international operations subject us to potentially adverse tax consequences.

We report our taxable income in various jurisdictions worldwide based upon our business operations in those jurisdictions. These jurisdictions include Germany, Japan,
and India. The international nature and organization of our business activities are subject to complex transfer pricing regulations administered by taxing authorities in various
jurisdictions. The relevant taxing authorities may disagree with our determinations as to the income and expenses attributable to specific jurisdictions. If such a disagreement were
to occur, and our position were not sustained, we could be required to pay additional taxes, interest, and penalties, which could result in one-time tax charges, higher effective tax
rates, reduced cash flows, and lower overall profitability of our operations.

Taxing authorities may successfully assert that we should have collected or in the future should collect sales and use, value added, or similar taxes, and we could be subject to
tax liabilities with respect to past or future sales, which could adversely affect our results of operations.

We do not collect sales and use, value added, and similar taxes in all jurisdictions in which we have sales, based on our belief that such taxes are not applicable or that we
are not required to collect such taxes with respect to the jurisdiction. Sales and use, value added, and similar tax laws and rates vary greatly by jurisdiction. Certain jurisdictions in
which we do not collect such taxes may assert that such taxes are applicable, which could result in tax assessments, penalties, and interest, and we may be required to collect such
taxes in the future. Such tax assessments, penalties, and interest or future requirements may adversely affect our results of operations.

Unanticipated changes in our effective tax rate could harm our future results.

We are subject to income taxes in the United States and various foreign jurisdictions, and our domestic and international tax liabilities are subject to the allocation of
expenses in differing jurisdictions. Forecasting our estimated annual effective tax rate is complex and subject to uncertainty, and there may be material differences between our
forecasted  and  actual  tax  rates.  Our  effective  tax  rate  could  be  adversely  affected  by  changes  in  the  mix  of  earnings  and  losses  in  countries  with  differing  statutory  tax  rates,
certain  non-deductible  expenses  as  a  result  of  acquisitions,  the  valuation  of  deferred  tax  assets  and  liabilities,  and  changes  in  federal,  state,  or  international  tax  laws  and
accounting principles. Increases in our effective tax rate would reduce our profitability or in some cases increase our losses.

In  addition,  we  may  be  subject  to  income  tax  audits  by  many  tax  jurisdictions  throughout  the  world.  Although  we  believe  our  income  tax  liabilities  are  reasonably
estimated and accounted for in accordance with applicable laws and principles, an adverse resolution of one or more uncertain tax positions in any period could have a material
impact on the results of operations for that period.

We may acquire other companies or technologies, which could divert our management’s attention, result in additional dilution to our stockholders, and otherwise disrupt our
operations and adversely affect our operating results.

We may in the future seek to acquire or invest in businesses, solutions, or technologies that we believe could complement or expand our solutions, enhance our technical
capabilities,  or  otherwise  offer  growth  opportunities.  The  pursuit  of  potential  acquisitions  may  divert  the  attention  of  management  and  cause  us  to  incur  various  expenses  in
identifying, investigating, and pursuing suitable acquisitions, whether or not they are consummated.

In  addition,  we  have  limited  experience  in  acquiring  other  businesses.  If  we  acquire  additional  businesses,  we  may  not  be  able  to  integrate  the  acquired  personnel,
operations, and technologies successfully, effectively manage the combined business following the acquisition or preserve the operational synergies between our business units
that we believe currently exist. We cannot assure you that following any acquisition we would achieve the expected synergies to justify the transaction, due to a number of factors,
including:

•

•

•

•

•

•

inability to integrate or benefit from acquired technologies or services in a profitable manner;

unanticipated costs or liabilities associated with the acquisition;

incurrence of acquisition-related costs;

difficulty integrating the accounting systems, operations, and personnel of the acquired business;

difficulties and additional expenses associated with supporting legacy products and hosting infrastructure of the acquired business;

difficulty  converting  the  customers  of  the  acquired  business  onto  our  solutions  and  contract  terms,  including  disparities  in  the  revenues,  licensing,  support,  or
professional services model of the acquired company;

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•

•

•

•

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diversion of management’s attention from other business concerns;

adverse effects to our existing business relationships with business partners and customers as a result of the acquisition;

the potential loss of key employees;

use of resources that are needed in other parts of our business; and

use of substantial portions of our available cash to consummate the acquisition.

In addition, a significant portion of the purchase price of companies we acquire may be allocated to acquired goodwill and other intangible assets, which must be assessed
for  impairment  at  least  annually.  In  the  future,  if  our  acquisitions  do  not  yield  expected  returns,  we  may  be  required  to  take  charges  to  our  operating  results  based  on  this
impairment assessment process, which could adversely affect our results of operations.

Acquisitions could also result in dilutive issuances of equity securities or the incurrence of debt, which could adversely affect our operating results. In addition, if an

acquired business fails to meet our expectations, our operating results, business, and financial position may suffer.

Our operations may be interrupted by the occurrence of a natural disaster or other catastrophic event at our primary facilities.

Our operations are primarily conducted at our facilities in New York, New York and Portland, Oregon and our internal hosting facility located in Clifton, New Jersey. The
occurrence of natural disasters or other catastrophic events could disrupt our operations. Any natural disaster or catastrophic event in our facilities or the areas in which they are
located could have a significant negative impact on our operations.

Risks Related to Our Intellectual Property

If we fail to comply with our obligations under our existing license agreements with Columbia University, under any of our other intellectual property licenses, or under any
future intellectual property licenses, or otherwise experience disruptions to our business relationships with our current or any future licensors, we could lose intellectual
property rights that are important to our business.

We are party to a number of license agreements pursuant to which we have been granted exclusive and non-exclusive worldwide licenses to certain patents, software
code, and software programs to, among other things, reproduce, use, execute, copy, operate, sublicense, and distribute the licensed technology in connection with the marketing
and  sale  of  our  software  solutions  and  to  develop  improvements  thereto.  In  particular,  the  technology  that  we  license  from  Columbia  University  pursuant  to  our  license
agreements with them are used in and incorporated into a number of our software solutions which we market and license to our customers. For further information regarding our
license  agreements  with  Columbia  University,  see  “Business—License  Agreements  with  Columbia  University”.  Our  license  agreements  with  Columbia  University  and  other
licensors impose, and we expect that future licenses will impose, specified royalty and other obligations on us.

In spite of our best efforts, our current or any future licensors might conclude that we have materially breached our license agreements with them and might therefore
terminate  the  license  agreements,  thereby  delaying  our  ability  to  market  and  sell  our  existing  software  solutions  and  develop  and  commercialize  new  software  solutions  that
utilize  technology  covered  by  these  license  agreements.  If  these  in-licenses  are  terminated,  or  if  the  underlying  intellectual  property  fails  to  provide  the  intended  exclusivity,
competitors could market, products and technologies similar to ours. This could have a material adverse effect on our competitive position, business, financial condition, results of
operations, and prospects.

Disputes may arise regarding intellectual property subject to a licensing agreement, including:

•

•

•

•

•

the scope of rights granted under the license agreement and other interpretation related issues;

the extent to which our technology and processes infringe on intellectual property of the licensor that is not subject to the licensing agreement;

the sublicensing of patent and other rights under any collaborative development relationships;

the inventorship and ownership of inventions and know-how resulting from the joint creation or use of intellectual property by our current or future licensors and us
and our collaborators; and

the priority of invention of patented technology.

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In  addition,  license  agreements  are  complex,  and  certain  provisions  in  such  agreements  may  be  susceptible  to  multiple  interpretations. The  resolution  of  any  contract
interpretation disagreement that may arise could narrow what we believe to be the scope of our rights to the relevant intellectual property or technology, or increase what we
believe to be our financial or other obligations under the relevant agreement. For example, our counterparties have in the past and may in the future dispute the amounts owed to
them pursuant to payment obligations. If disputes over intellectual property that we have licensed prevent or impair our ability to maintain our current licensing arrangements on
commercially acceptable terms, we may experience delays in the development and commercialization of new software solutions and in our ability to market and sell existing
software solutions, which could have a material adverse effect on our business, financial condition, results of operations, and prospects.

Our obligations under our existing or future drug discovery collaboration agreements may limit our intellectual property rights that are important to our business. Further, if
we fail to comply with our obligations under our existing or future collaboration agreements, or otherwise experience disruptions to our business relationships with our prior,
current, or future collaborators, we could lose intellectual property rights that are important to our business.

We are party to collaboration agreements with biopharmaceutical companies, pursuant to which we provide drug discovery services but have no ownership rights, or only
co-ownership  rights,  to  certain  intellectual  property  generated  through  the  collaborations.  We  are  also  party  to  a  collaboration  agreement  with  BMS  for  the  development  and
potential  commercialization  of  product  candidates  we  discover  internally,  which  also  provides  for  co-ownership  rights  to  certain  intellectual  property  generated  through  the
collaboration in certain scenarios. We may enter into additional collaboration agreements in the future, pursuant to which we may have no ownership rights, or only co-ownership
rights, to certain intellectual property generated through the future collaborations. If we are unable to obtain ownership or license of such intellectual property generated through
our prior, current, or future collaborations and overlapping with, or related to, our own proprietary technology or product candidates, then our business, financial condition, results
of operations, and prospects could be materially harmed.

Our existing collaboration agreements contain certain exclusivity obligations that require us to design compounds exclusively for our collaborators with respect to certain
specific targets over a specified time period. Our future collaboration agreements may grant similar exclusivity rights to future collaborators with respect to target(s) that are the
subject of such collaborations. Existing or future collaboration agreements may also impose diligence obligations on us. For example, existing or future collaboration agreements
may impose restrictions on us from pursuing the drug development targets for ourselves or for our other current or future collaborators, thereby removing our ability to develop
and commercialize, or to jointly develop and commercialize with other current or future collaborators, product candidates, and technology related to the drug development targets.
Under our collaboration with BMS, for example, we are prohibited from developing and commercializing product candidates anywhere in the world that are directed at the targets
specified under the agreement, until the earlier of such target ceasing to be included under the agreement or the expiration of the last to expire royalty term for the program related
to  the  target.  In  spite  of  our  best  efforts,  our  prior,  current,  or  future  collaborators  might  conclude  that  we  have  materially  breached  our  collaboration  agreements.  If  these
collaboration  agreements  are  terminated,  or  if  the  underlying  intellectual  property,  to  the  extent  we  have  ownership  or  license  of,  fails  to  provide  the  intended  exclusivity,
competitors would have the freedom to seek regulatory approval of, and to market, products and technology identical to ours. This could have a material adverse effect on our
competitive position, business, financial condition, results of operations, and prospects.

Disputes may arise regarding intellectual property subject to a collaboration agreement, including:

•

•

•

•

•

the scope of ownership or license granted under the collaboration agreement and other interpretation related issues;

the extent to which our technology and product candidates infringe on intellectual property that generated through the collaboration to of which we do not have
ownership or license under the collaboration agreement;

the assignment or sublicense of intellectual property rights and other rights under the collaboration agreement;

our diligence obligations under the collaboration agreement and what activities satisfy those diligence obligations; and

the  inventorship  and  ownership  of  inventions  and  know-how  resulting  from  the  joint  creation  or  use  of  intellectual  property  by  us  and  our  current  or  future
collaborators.

In  addition,  collaboration  agreements  are  complex,  and  certain  provisions  in  such  agreements  may  be  susceptible  to  multiple  interpretations.  The  resolution  of  any
contract interpretation disagreement that may arise could narrow what we believe to be the scope of our rights to the relevant intellectual property, or increase what we believe to
be our obligations under the relevant agreements, either of which could have a material adverse effect on our business, financial condition, results of operations, and prospects.
Moreover, if disputes over intellectual property that we have owned, co-owned, or in-licensed under the collaboration agreements prevent or impair our ability to maintain our
current collaboration arrangements on commercially acceptable terms, we may be unable

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to successfully develop and commercialize the affected technology or product candidates, which could have a material adverse effect on our business, financial condition, results
of operations, and prospects.

If we are unable to obtain, maintain, enforce, and protect patent protection for our technology and product candidates or if the scope of the patent protection obtained is not
sufficiently  broad,  our  competitors  could  develop  and  commercialize  technology  and  products  similar  or  identical  to  ours,  and  our  ability  to  successfully  develop  and
commercialize our technology and product candidates may be adversely affected.

Our success depends in large part on our ability to obtain and maintain protection of the intellectual property we may own solely and jointly with others or may license
from others, particularly patents, in the United States and other countries with respect to any proprietary technology and product candidates we develop. We seek to protect our
proprietary position by filing patent applications in the United States and abroad related to our technology and any product candidates we may develop that are important to our
business and by in-licensing intellectual property related to our technology and product candidates. If we are unable to obtain or maintain patent protection with respect to any
proprietary technology or product candidate, our business, financial condition, results of operations, and prospects could be materially harmed.

The  patent  prosecution  process  is  expensive,  time-consuming,  and  complex,  and  we  may  not  be  able  to  file,  prosecute,  maintain,  defend,  or  license  all  necessary  or
desirable patent applications at a reasonable cost or in a timely manner. It is also possible that we will fail to identify patentable aspects of our research and development output
before  it  is  too  late  to  obtain  patent  protection.  Moreover,  in  some  circumstances,  we  may  not  have  the  right  to  control  the  preparation,  filing,  and  prosecution  of  patent
applications, or to maintain, enforce, and defend the patents, covering technology that we co-own with third parties or license from third parties. Therefore, these co-owned and
in-licensed patents and applications may not be prepared, filed, prosecuted, maintained, defended, and enforced in a manner consistent with the best interests of our business.

The patent position of software and biopharmaceutical companies generally is highly uncertain, involves complex legal and factual questions, and has in recent years been
the subject of much litigation. In addition, the scope of patent protection outside of the United States is uncertain and laws of non-U.S. countries may not protect our rights to the
same extent as the laws of the United States or vice versa. With respect to both owned and in-licensed patent rights, we cannot predict whether the patent applications we and our
licensor are currently pursuing will issue as patents in any particular jurisdiction or whether the claims of any issued patents will provide sufficient protection from competitors.
Further, we may not be aware of all third-party intellectual property rights or prior art potentially relating to our computational platform, technology, and any product candidates
we may develop. In addition, publications of discoveries in the scientific literature often lag behind the actual discoveries, and patent applications in the United States and other
jurisdictions are typically not published until 18 months after filing of the priority application, or in some cases not published at all. Therefore, neither we nor our collaborators, or
our licensor can know with certainty whether either we, our collaborators, or our licensor were the first to make the inventions claimed in the patents and patent applications we
own or in-license now or in the future, or that either we, our collaborators, or our licensor were the first to file for patent protection of such inventions. As a result, the issuance,
scope, validity, enforceability, and commercial value of our owned, co-owned, and in-licensed patent rights are highly uncertain. Moreover, our owned, co-owned, and in-licensed
pending and future patent applications may not result in patents being issued that protect our technology and product candidates, in whole or in part, or that effectively prevent
others from commercializing competitive technologies and products. Changes in either the patent laws or interpretation of the patent laws in the United States and other countries
may diminish the value of our owned, co-owned, or in-licensed current or future patents and our ability to obtain, protect, maintain, defend, and enforce our patent rights, narrow
the scope of our patent protection and, more generally, could affect the value of, or narrow the scope of, our patent rights. For example, recent Supreme Court decisions have
served to curtail the scope of subject matter eligible for patent protection in the United States, and many software patents have since been invalidated on the basis that they are
directed to abstract ideas.

In order to pursue protection based on our provisional patent applications, we will need to file Patent Cooperation Treaty applications, non-U.S. applications, and/or U.S.
non-provisional patent applications prior to applicable deadlines. Even then, as highlighted above, patents may never issue from our patent applications, or the scope of any patent
may not be sufficient to provide a competitive advantage.

Moreover, we, our collaborators, or our licensor may be subject to a third-party preissuance submission of prior art to the U.S. Patent and Trademark Office, or USPTO,
or become involved in opposition, derivation, revocation, reexamination, inter partes review, post-grant review or interference proceedings challenging our patent rights or the
patent rights of others. An adverse determination in any such submission, proceeding or litigation could reduce the scope of, or invalidate, our patent rights or allow third parties
to commercialize our technology or product candidates and compete directly with us, without payment to us. If the breadth or strength of protection provided by our owned, co-
owned, or in-licensed current or future patents and patent applications is threatened,

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regardless of the outcome, it could dissuade companies from collaborating with us to license, develop, or commercialize current or future technology or product candidates.

Additionally, the coverage claimed in a patent application can be significantly reduced before the patent is issued, and its scope can be reinterpreted after issuance. Even if
our owned, co-owned, and in-licensed current and future patent applications issue as patents, they may not issue in a form that will provide us with any meaningful protection,
prevent competitors from competing with us, or otherwise provide us with any competitive advantage. The issuance of a patent is not conclusive as to its inventorship, scope,
validity, or enforceability, and our owned and in-licensed patents may be challenged in the courts or patent offices in the United States and abroad. Such challenges may result in
loss  of  exclusivity  or  in  patent  claims  being  narrowed,  invalidated,  or  held  unenforceable,  in  whole  or  in  part,  which  could  limit  our  ability  to  stop  others  from  using  or
commercializing similar or identical technology and products, or limit the duration of the patent protection of our technology and product candidates. Such proceedings also may
result in substantial cost and require significant time from our management and employees, even if the eventual outcome is favorable to us. In particular, given the amount of time
required for the development, testing, and regulatory review of new product candidates, patents protecting such candidates might expire before or shortly after such candidates are
commercialized.  Furthermore,  our  competitors  may  be  able  to  circumvent  our  owned,  co-owned,  or  in-licensed  current  or  future  patents  by  developing  similar  or  alternative
technologies or products in a non-infringing manner. As a result, our owned, co-owned, and in-licensed current or future patent portfolio may not provide us with sufficient rights
to exclude others from commercializing technology and products similar or identical to any of our technology and product candidates.

Changes to patent laws in the United States and other jurisdictions could diminish the value of patents in general, thereby impairing our ability to protect our products.

Changes in either the patent laws or interpretation of patent laws in the United States, including patent reform legislation such as the Leahy-Smith America Invents Act,
or  the  Leahy-Smith  Act,  could  increase  the  uncertainties  and  costs  surrounding  the  prosecution  of  our  owned  and  in-licensed  patent  applications  and  the  maintenance,
enforcement or defense of our owned and in-licensed issued patents. The Leahy-Smith Act includes a number of significant changes to United States patent law. These changes
include provisions that affect the way patent applications are prosecuted, redefine prior art, provide more efficient and cost-effective avenues for competitors to challenge the
validity of patents, and enable third-party submission of prior art to the USPTO during patent prosecution and additional procedures to attack the validity of a patent at USPTO-
administered post-grant proceedings, including post-grant review, inter partes  review,  and  derivation  proceedings.  Assuming  that  other  requirements  for  patentability  are  met,
prior to March 2013, in the United States, the first to invent the claimed invention was entitled to the patent, while outside the United States, the first to file a patent application
was  entitled  to  the  patent.  After  March  2013,  under  the  Leahy-Smith  Act,  the  United  States  transitioned  to  a  first-to-file  system  in  which,  assuming  that  the  other  statutory
requirements for patentability are met, the first inventor to file a patent application will be entitled to the patent on an invention regardless of whether a third party was the first to
invent  the  claimed  invention.  As  such,  the  Leahy-Smith  Act  and  its  implementation  could  increase  the  uncertainties  and  costs  surrounding  the  prosecution  of  our  patent
applications and the enforcement or defense of our issued patents, all of which could have a material adverse effect on our business, financial condition, results of operations and
prospects.

In addition, the patent positions of companies in the development and commercialization of software, biologics and pharmaceuticals are particularly uncertain. Recent
U.S. Supreme Court rulings have narrowed the scope of patent protection available in certain circumstances and weakened the rights of patent owners in certain situations. This
combination of events has created uncertainty with respect to the validity and enforceability of patents once obtained. Depending on future actions by the U.S. Congress, the
federal courts, and the USPTO, the laws and regulations governing patents could change in unpredictable ways that could have a material adverse effect on our patent rights and
our ability to protect, defend and enforce our patent rights in the future.

A number of recent cases decided by the U.S. Supreme Court have involved questions of when claims reciting abstract ideas, laws of nature, natural phenomena and/or
natural  products  are  eligible  for  a  patent,  regardless  of  whether  the  claimed  subject  matter  is  otherwise  novel  and  inventive.  These  cases  include  Association  for  Molecular
Pathology v. Myriad Genetics, Inc., 569 U.S. 12-398 (2013) or Myriad; Alice Corp. v. CLS Bank International, 573 U.S. 13-298 (2014); and Mayo Collaborative Services v.
Prometheus Laboratories, Inc., or Prometheus, 566 U.S. 10-1150 (2012). In response to these cases, federal courts have held numerous patents invalid as claiming subject matter
ineligible  for  patent  protection.  Moreover,  the  USPTO  has  issued  guidance  to  the  examining  corps  on  how  to  apply  these  cases  during  examination.  The  full  impact  of  these
decisions is not yet known.

In addition to increasing uncertainty with regard to our ability to obtain future patents, this combination of events has created uncertainty with respect to the value of
patents, once obtained. Depending on these and other decisions by Congress, the federal courts and the USPTO, the laws and regulations governing patents could change or be
interpreted in unpredictable ways that would weaken our ability to obtain new patents or to enforce any patents that may issue to us in the future. In addition, these events may
adversely affect our ability to defend any patents that may issue in procedures in the USPTO or in courts.

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We, our prior, existing, or future collaborators, and our existing or future licensors, may become involved in lawsuits to protect or enforce our patent or other intellectual
property rights, which could be expensive, time-consuming and unsuccessful.

Competitors and other third parties may infringe, misappropriate, or otherwise violate our, our prior, current and future collaborators’, or our current and future licensors’
issued  patents  or  other  intellectual  property.  As  a  result,  we,  our  prior,  current,  or  future  collaborators,  or  our  current  or  future  licensor  may  need  to  file  infringement,
misappropriation, or other intellectual property related claims, which can be expensive and time-consuming. Any claims we assert against perceived infringers could provoke
such  parties  to  assert  counterclaims  against  us  alleging  that  we  infringe,  misappropriate,  or  otherwise  violate  their  intellectual  property.  In  addition,  in  a  patent  infringement
proceeding, such parties could assert that the patents we or our licensors have asserted are invalid or unenforceable. In patent litigation in the United States, defenses alleging
invalidity  or  unenforceability  are  commonplace.  Grounds  for  a  validity  challenge  could  be  an  alleged  failure  to  meet  any  of  several  statutory  requirements,  including  lack  of
novelty,  obviousness,  or  non-enablement.  Grounds  for  an  unenforceability  assertion  could  be  an  allegation  that  someone  connected  with  prosecution  of  the  patent  withheld
relevant information from the USPTO, or made a misleading statement, during prosecution. Third parties may institute such claims before administrative bodies in the United
States  or  abroad,  even  outside  the  context  of  litigation.  Such  mechanisms  include  re-examination,  post-grant  review,  inter partes  review,  interference  proceedings,  derivation
proceedings,  and  equivalent  proceedings  in  non-U.S.  jurisdictions  (e.g.,  opposition  proceedings).  The  outcome  following  legal  assertions  of  invalidity  and  unenforceability  is
unpredictable.

An adverse result in any such proceeding could put one or more of our owned, co-owned, or in-licensed current or future patents at risk of being invalidated or interpreted
narrowly and could put any of our owned, co-owned, or in-licensed current or future patent applications at risk of not yielding an issued patent. A court may also refuse to stop
the third party from using the technology at issue in a proceeding on the grounds that our owned, co-owned, or in-licensed current or future patents do not cover such technology.
Furthermore, because of the substantial amount of discovery required in connection with intellectual property litigation, there is a risk that some of our confidential information or
trade secrets could be compromised by disclosure during this type of litigation. Any of the foregoing could allow such third parties to develop and commercialize competing
technologies and products in a non-infringing manner and have a material adverse impact on our business, financial condition, results of operations, and prospects.

Interference  or  derivation  proceedings  provoked  by  third  parties,  or  brought  by  us  or  by  our  licensor,  or  declared  by  the  USPTO  may  be  necessary  to  determine  the
priority of inventions with respect to our patents or patent applications. An unfavorable outcome could require us to cease using the related technology or to attempt to license
rights to it from the prevailing party. Our business could be harmed if the prevailing party does not offer us a license on commercially reasonable terms or at all, or if a non-
exclusive  license  is  offered  and  our  competitors  gain  access  to  the  same  technology.  Our  defense  of  litigation  or  interference  or  derivation  proceedings  may  fail  and,  even  if
successful, may result in substantial costs and distract our management and other employees. In addition, the uncertainties associated with litigation could have a material adverse
effect  on  our  ability  to  raise  the  funds  necessary  to  conduct  clinical  trials,  continue  our  research  programs,  license  necessary  technology  from  third  parties,  or  enter  into
development collaborations that would help us bring any product candidates to market.

Third parties may initiate legal proceedings alleging that we are infringing, misappropriating or otherwise violating their intellectual property rights, the outcome of which
would be uncertain and could have a material adverse effect on the success of our business.

Our commercial success depends upon our ability and the ability of our collaborators to develop, manufacture, market and sell any product candidates we may develop
and  for  our  collaborators,  customers  and  partners  to  use  our  proprietary  technologies  without  infringing,  misappropriating  or  otherwise  violating  the  intellectual  property  and
proprietary rights of third parties. There is considerable patent and other intellectual property litigation in the software, pharmaceutical, and biotechnology industries. We may
become party to, or threatened with, adversarial proceedings or litigation regarding intellectual property rights with respect to our technology and product candidates, including
interference  proceedings,  post  grant  review,  inter  partes  review,  and  derivation  proceedings  before  the  USPTO  and  similar  proceedings  in  non-U.S.  jurisdictions  such  as
oppositions before the European Patent Office. Numerous U.S. and non-U.S. issued patents and pending patent applications, which are owned by third parties, exist in the fields
in  which  we  are  pursuing  development  candidates.  As  the  biotechnology  and  pharmaceutical  industries  expand  and  more  patents  are  issued,  the  risk  increases  that  our
technologies or product candidates that we may identify may be subject to claims of infringement of the patent rights of third parties.

The legal threshold for initiating litigation or contested proceedings is low, so that even lawsuits or proceedings with a low probability of success might be initiated and
require significant resources to defend. Litigation and contested proceedings can also be expensive and time-consuming, and our adversaries in these proceedings may have the
ability to dedicate substantially greater resources to prosecuting these legal actions than we can. The risks of being involved in such litigation and proceedings may increase if and
as any product candidates near commercialization and as we gain the greater visibility associated with being a public company.

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Third parties may assert infringement claims against us based on existing patents or patents that may be granted in the future, regardless of merit. We may not be aware of all such
intellectual property rights potentially relating to our technology and product candidates and their uses, or we may incorrectly conclude that third-party intellectual property is
invalid or that our activities and product candidates do not infringe such intellectual property. Thus, we do not know with certainty that our technology and product candidates, or
our development and commercialization thereof, do not and will not infringe, misappropriate or otherwise violate any third party’s intellectual property.

Third parties may assert that we are employing their proprietary technology without authorization. There may be third-party patents or patent applications with claims to
materials, formulations or methods, such as methods of manufacture or methods for treatment, related to the discovery, use or manufacture of the product candidates that we may
identify or related to our technologies. Because patent applications can take many years to issue, there may be currently pending patent applications which may later result in
issued patents that the product candidates that we may identify may infringe. In addition, third parties may obtain patents in the future and claim that use of our technologies
infringes upon these patents. Moreover, as noted above, there may be existing patents that we are not aware of or that we have incorrectly concluded are invalid or not infringed
by our activities. If any third-party patents were held by a court of competent jurisdiction to cover, for example, the manufacturing process of the product candidates that we may
identify, any molecules formed during the manufacturing process or any final product itself, the holders of any such patents may be able to block our ability to commercialize
such product candidate unless we obtained a license under the applicable patents, or until such patents expire.

Parties  making  claims  against  us  may  obtain  injunctive  or  other  equitable  relief,  which  could  effectively  block  our  ability  to  further  develop  and  commercialize  the
product candidates that we may identify. Defense of these claims, regardless of their merit, would involve substantial litigation expense and would be a substantial diversion of
employee resources from our business. In the event of a successful claim of infringement against us, we may have to pay substantial damages, including treble damages and
attorneys’ fees for willful infringement, pay royalties, redesign our infringing products, be forced to indemnify our customers or collaborators or obtain one or more licenses from
third parties, which may be impossible or require substantial time and monetary expenditure.

We may choose to take a license or, if we are found to infringe, misappropriate or otherwise violate a third party’s intellectual property rights, we could also be required to
obtain a license from such third party to continue developing, manufacturing and marketing our technology and product candidates. However, we may not be able to obtain any
required license on commercially reasonable terms or at all. Even if we were able to obtain a license, it could be non-exclusive, thereby giving our competitors and other third
parties access to the same technologies licensed to us and could require us to make substantial licensing and royalty payments. We could be forced, including by court order, to
cease  developing,  manufacturing  and  commercializing  the  infringing  technology  or  product.  A  finding  of  infringement  could  prevent  us  from  commercializing  any  product
candidates or force us to cease some of our business operations, which could materially harm our business. In addition, we may be forced to redesign any product candidates, seek
new regulatory approvals and indemnify third parties pursuant to contractual agreements. Claims that we have misappropriated the confidential information or trade secrets of
third parties could have a similar material adverse effect on our business, financial condition, results of operations and prospects.

We may be subject to claims by third parties asserting that our employees, consultants, or contractors have wrongfully used or disclosed confidential information of third
parties, or we have wrongfully used or disclosed alleged trade secrets of their current or former employers or claims asserting we have misappropriated their intellectual
property, or claiming ownership of what we regard as our own intellectual property.

Certain  of  our  employees,  consultants,  and  contractors  were  previously  employed  at  universities  or  other  software  or  biopharmaceutical  companies,  including  our
competitors or potential competitors. Although we try to ensure that our employees, consultants and contractors do not use the proprietary information or know-how of others in
their work for us, we may be subject to claims that these individuals or we have used or disclosed intellectual property, including trade secrets or other proprietary information, of
any such individual’s current or former employer. Litigation may be necessary to defend against these claims.

In addition, while it is our policy to require that our employees, consultants and contractors who may be involved in the development of intellectual property to execute
agreements assigning such intellectual property to us, we may be unsuccessful in executing such an agreement with each party who in fact develops intellectual property that we
regard as our own. Our intellectual property assignment agreements with them may not be self-executing or may be breached, and we may be forced to bring claims against third
parties, or defend claims they may bring against us, to determine the ownership of what we regard as our intellectual property. Such claims could have a material adverse effect on
our business, financial condition, results of operations, and prospects.

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If we fail in prosecuting or defending any such claims, in addition to paying monetary damages, we may lose valuable intellectual property rights or personnel, which
could have a material adverse effect on our competitive business position and prospects. Such intellectual property rights could be awarded to a third party, and we could be
required to obtain a license from such third party to commercialize our technology or products, which license may not be available on commercially reasonable terms, or at all, or
such license may be non-exclusive. Even if we are successful in prosecuting or defending against such claims, litigation could result in substantial costs and be a distraction to our
management and employees.

If we are unable to protect the confidentiality of our trade secrets, our business and competitive position may be harmed.

In addition to seeking patents for any product candidates and technology, we also rely on trade secrets and confidentiality agreements to protect our unpatented know-
how,  technology,  and  other  proprietary  information,  to  maintain  our  competitive  position.  We  seek  to  protect  our  trade  secrets  and  other  proprietary  technology,  in  part,  by
entering into non-disclosure and confidentiality agreements with parties who have access to them, such as our employees, corporate collaborators, outside scientific collaborators,
contract  research  organizations,  contract  manufacturers,  consultants,  advisors,  collaborators,  and  other  third  parties.  We  also  enter  into  confidentiality  and  invention  or  patent
assignment agreements with our employees and consultants, but we cannot guarantee that we have entered into such agreements with each party that may have or has had access
to our trade secrets or proprietary technology. Despite these efforts, any of these parties may breach the agreements and disclose our proprietary information, including our trade
secrets, and we may not be able to obtain adequate remedies for such breaches. Detecting the disclosure or misappropriation of a trade secret and enforcing a claim that a party
illegally disclosed or misappropriated a trade secret is difficult, expensive, and time-consuming, and the outcome is unpredictable. In addition, some courts inside and outside of
the United States are less willing or unwilling to protect trade secrets. If any of our trade secrets were to be lawfully obtained or independently developed by a competitor or other
third party, we would have no right to prevent them, or those to whom they communicate it, from using that technology or information to compete with us. If any of our trade
secrets were to be disclosed to or independently developed by a competitor or other third party, our competitive position may be materially and adversely harmed.

Risks Related to Regulatory and Other Legal Compliance Matters

Compliance with global privacy and data security requirements could result in additional costs and liabilities to us or inhibit our ability to collect and process data globally,
and the failure to comply with such requirements could subject us to significant fines and penalties, which may have a material adverse effect on our business, financial
condition, or results of operations.

The  regulatory  framework  for  the  collection,  use,  safeguarding,  sharing,  transfer,  and  other  processing  of  information  worldwide  is  rapidly  evolving  and  is  likely  to
remain uncertain for the foreseeable future. Globally, virtually every jurisdiction in which we operate has established its own data security and privacy frameworks with which we
must comply. For example, the collection, use, disclosure, transfer, or other processing of personal data regarding individuals in the European Union, including personal health
data  and  employee  data,  is  subject  to  the  European  Union  General  Data  Protection  Regulation,  or  the  GDPR,  which  took  effect  across  all  member  states  of  the  European
Economic Area, or EEA, in May 2018. The GDPR is wide-ranging in scope and imposes numerous requirements on companies that process personal data, including requirements
relating to processing health and other sensitive data, obtaining consent of the individuals to whom the personal data relates, providing information to individuals regarding data
processing activities, implementing safeguards to protect the security and confidentiality of personal data, providing notification of data breaches, and taking certain measures
when engaging third-party processors. The GDPR would increase our obligations with respect to any clinical trials conducted in the EEA by expanding the definition of personal
data to include coded data and requiring changes to informed consent practices and more detailed notices for clinical trial subjects and investigators. In addition, the GDPR also
imposes strict rules on the transfer of personal data to countries outside the European Union, including the United States and, as a result, increases the scrutiny that such rules
should  apply  to  transfers  of  personal  data  from  any  clinical  trial  sites  located  in  the  EEA  to  the  United  States.  The  GDPR  also  permits  data  protection  authorities  to  require
destruction of improperly gathered or used personal information and/or impose substantial fines for violations of the GDPR, which can be up to four percent of global revenues or
20 million Euros, whichever is greater, and confers a private right of action on data subjects and consumer associations to lodge complaints with supervisory authorities, seek
judicial remedies, and obtain compensation for damages resulting from violations of the GDPR. In addition, the GDPR provides that European Union member states may make
their own further laws and regulations limiting the processing of personal data, including genetic, biometric, or health data.

Given the breadth and depth of changes in data protection obligations, preparing for and complying with the GDPR’s requirements is rigorous and time intensive and
requires  significant  resources  and  a  review  of  our  technologies,  systems  and  practices,  as  well  as  those  of  any  third-party  collaborators,  service  providers,  contractors,  or
consultants that process or transfer personal data collected in the European Union. The GDPR and other changes in laws or regulations associated with the enhanced protection of
certain types of sensitive data, such as healthcare data or other personal information, could require us to change our business practices and put in place additional compliance
mechanisms,  may  interrupt  or  delay  our  development,  regulatory  and  commercialization  activities  and  increase  our  cost  of  doing  business,  and  could  lead  to  government
enforcement actions, private litigation, and significant fines and penalties against us, and could have a material adverse effect on our business, financial condition, or results of
operations.

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Similar  privacy  and  data  security  requirements  are  either  in  place  or  underway  in  the  United  States.  There  are  a  broad  variety  of  data  protection  laws  that  may  be
applicable to our activities, and a range of enforcement agencies at both the state and federal levels that can review companies for privacy and data security concerns. The Federal
Trade Commission and state Attorneys General all are aggressive in reviewing privacy and data security protections for consumers. New laws also are being considered at both
the state and federal levels. For example, the California Consumer Privacy Act, or CCPA, which went into effect on January 1, 2020, is creating similar risks and obligations as
those  created  by  GDPR.  Because  of  this,  we  may  need  to  engage  in  additional  activities  (e.g.,  data  mapping)  to  identify  the  personal  information  we  are  collecting  and  the
purposes for which such information is collected. In addition, we will need to ensure that our policies recognize the rights granted to consumers (as that phrase is broadly defined
in the CCPA and can include business contact information), including granting consumers the right to opt-out of the sale of their personal information. Many other states are
considering similar legislation. A broad range of legislative measures also have been introduced at the federal level. Accordingly, failure to comply with current and any future
federal and state laws regarding privacy and security of personal information could expose us to fines and penalties. We also face a threat of consumer class actions related to
these laws and the overall protection of personal data. Even if we are not determined to have violated these laws, investigations into these issues typically require the expenditure
of significant resources and generate negative publicity, which could harm our reputation and our business.

We, and the collaborators who use our computational platform, may be subject to applicable anti-kickback, fraud and abuse, false claims, transparency, health information
privacy and security, and other healthcare laws and regulations. Failure to comply with such laws and regulations, may result in substantial penalties.

We, and the collaborators who use our computational platform, may be subject to broadly applicable healthcare laws and regulations that may constrain the business or
financial arrangements and relationships through which we market, sell, and distribute our software solutions and any products for which we obtain marketing approval. Such
healthcare laws and regulations include, but are not limited to, the federal health care Anti-Kickback Statute; federal civil and criminal false claims laws, such as the federal False
Claims  Act;  the  federal  Health  Insurance  Portability  and  Accountability  Act  of  1996,  or  HIPAA;  the  Federal  Food,  Drug,  and  Cosmetic  Act;  the  federal  Physician  Payments
Sunshine Act; and analogous state and foreign laws and regulations, such as state anti-kickback and false claims laws and transparency laws.

Efforts to ensure that our business arrangements with third parties will comply with applicable healthcare laws and regulations will involve substantial costs. It is possible
that governmental authorities will conclude that our business practices may not comply with current or future statutes, regulations, or case law involving applicable fraud and
abuse  or  other  healthcare  laws  and  regulations.  Violations  of  applicable  healthcare  laws  and  regulations  may  result  in  significant  civil,  criminal,  and  administrative  penalties,
damages,  disgorgement,  fines,  imprisonment,  exclusion  of  products  from  government  funded  healthcare  programs,  such  as  Medicare  and  Medicaid,  additional  reporting
requirements, and/or oversight if a corporate integrity agreement or similar agreement is executed to resolve allegations of non-compliance with these laws and the curtailment or
restructuring of operations. In addition, violations may also result in reputational harm, diminished profits, and future earnings.

We are subject to anti-corruption laws, as well as export control laws, customs laws, sanctions laws, and other laws governing our operations. If we fail to comply with these
laws,  we  could  be  subject  to  civil  or  criminal  penalties,  other  remedial  measures,  and  legal  expenses,  be  precluded  from  developing,  manufacturing,  and  selling  certain
products outside the United States or be required to develop and implement costly compliance programs, which could adversely affect our business, results of operations and
financial condition.

Our operations are subject to anti-corruption laws, including the U.K. Bribery Act 2010, or Bribery Act, the U.S. Foreign Corrupt Practices Act, or FCPA, and other anti-
corruption laws that apply in countries where we do business and may do business in the future. The Bribery Act, FCPA, and these other laws generally prohibit us, our officers,
and our employees and intermediaries from bribing, being bribed, or making other prohibited payments to government officials or other persons to obtain or retain business or
gain some other business advantage. Compliance with the FCPA, in particular, is expensive and difficult, particularly in countries in which corruption is a recognized problem. In
addition, the FCPA presents particular challenges in the biopharmaceutical industry, because, in many countries, hospitals are operated by the government, and doctors and other
hospital employees are considered foreign officials. Certain payments to hospitals in connection with clinical trials and other work have been deemed to be improper payments to
government officials and have led to FCPA enforcement actions.

We may in the future operate in jurisdictions that pose a high risk of potential Bribery Act or FCPA violations, and we may participate in collaborations and relationships
with third parties whose actions could potentially subject us to liability under the Bribery Act, FCPA, or local anti-corruption laws. In addition, we cannot predict the nature,
scope or effect of future regulatory requirements to which our international operations might be subject or the manner in which existing laws might be administered or interpreted.
If we further expand our operations outside of the United States, we will need to dedicate additional resources to comply with numerous laws and regulations in each jurisdiction
in which we plan to operate.

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We are also subject to other laws and regulations governing our international operations, including regulations administered by the governments of the United Kingdom
and  the  United  States,  and  authorities  in  the  European  Union,  including  applicable  export  control  regulations,  economic  sanctions  on  countries  and  persons,  customs
requirements, and currency exchange regulations, collectively referred to as the Trade Control laws. In addition, various laws, regulations, and executive orders also restrict the
use  and  dissemination  outside  of  the  United  States,  or  the  sharing  with  certain  non-U.S.  nationals,  of  information  classified  for  national  security  purposes,  as  well  as  certain
products and technical data relating to those products. If we expand our presence outside of the United States, it will require us to dedicate additional resources to comply with
these laws, and these laws may preclude us from developing, manufacturing, or selling certain products and product candidates outside of the United States, which could limit our
growth potential and increase our development costs.

There is no assurance that we will be completely effective in ensuring our compliance with all applicable anti-corruption laws, including the Bribery Act, the FCPA, or
other legal requirements, including Trade Control laws. If we are not in compliance with the Bribery Act, the FCPA, and other anti-corruption laws or Trade Control laws, we
may be subject to criminal and civil penalties, disgorgement and other sanctions and remedial measures, and legal expenses, which could have an adverse impact on our business,
financial condition, results of operations, and liquidity. The U.S. Securities and Exchange Commission, or SEC, also may suspend or bar issuers from trading securities on U.S.
exchanges for violations of the FCPA’s accounting provisions. Any investigation of any potential violations of the Bribery Act, the FCPA, other anti-corruption laws or Trade
Control laws by the United Kingdom, U.S., or other authorities could also have an adverse impact on our reputation, our business, results of operations, and financial condition.

Our  employees,  independent  contractors,  consultants,  and  vendors  may  engage  in  misconduct  or  other  improper  activities,  including  non-compliance  with  regulatory
standards and requirements and insider trading laws, which could cause significant liability for us and harm our reputation.

We are exposed to the risk of fraud or other misconduct by our employees, independent contractors, consultants, and vendors. Misconduct by these partners could include
intentional failures to comply with FDA regulations or similar regulations of comparable foreign regulatory authorities, provide accurate information to the FDA or comparable
foreign  regulatory  authorities,  comply  with  manufacturing  standards,  comply  with  federal  and  state  healthcare  fraud  and  abuse  laws  and  regulations  and  similar  laws  and
regulations  established  and  enforced  by  comparable  foreign  regulatory  authorities,  report  financial  information  or  data  accurately,  or  disclose  unauthorized  activities  to  us.
Employee misconduct could also involve the improper use of information obtained in the course of clinical trials, which could result in regulatory sanctions and serious harm to
our  reputation.  This  could  include  violations  of  HIPAA,  other  U.S.  federal  and  state  law,  and  requirements  of  non-U.S.  jurisdictions,  including  the  European  Union  Data
Protection Directive. We are also exposed to risks in connection with any insider trading violations by employees or others affiliated with us. It is not always possible to identify
and deter employee misconduct, and the precautions we take to detect and prevent this activity may not be effective in controlling unknown or unmanaged risks or losses or in
protecting us from governmental investigations or other actions or lawsuits stemming from a failure to be in compliance with such laws, standards, regulations, guidance, or codes
of conduct. Furthermore, our employees may, from time to time, bring lawsuits against us for employment issues, including injury, discrimination, wage and hour disputes, sexual
harassment, hostile work environment, or other employment issues. If any such actions are instituted against us, and we are not successful in defending ourselves or asserting our
rights, those actions could have a significant impact on our business and results of operations, including the imposition of significant fines or other sanctions.

Our internal information technology systems, or those of our third-party vendors, contractors, or consultants, may fail or suffer security breaches, loss or leakage of data,
and other disruptions, which could result in a material disruption of our services, compromise sensitive information related to our business, or prevent us from accessing
critical information, potentially exposing us to liability or otherwise adversely affecting our business.

We are increasingly dependent upon information technology systems, infrastructure, and data to operate our business. In the ordinary course of business, we collect, store,
and transmit confidential information (including but not limited to intellectual property, proprietary business information, and personal information). It is critical that we do so in
a secure manner to maintain the confidentiality and integrity of such confidential information. We also have outsourced elements of our operations to third parties, and as a result
we manage a number of third-party vendors and other contractors and consultants who have access to our confidential information.

Despite the implementation of security measures, given the size and complexity of our internal information technology systems and those of our third-party vendors and
other contractors and consultants, and the increasing amounts of confidential information that they maintain, our information technology systems are potentially vulnerable to
breakdown or other damage or interruption from service interruptions, system malfunction, natural disasters, terrorism, war, and telecommunication and electrical failures, as well
as security breaches from inadvertent or intentional actions by our employees, third-party vendors, contractors, consultants, business partners, and/or other third parties, or from
cyber-attacks by malicious third parties (including the deployment of harmful malware,

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ransomware, denial-of-service attacks, social engineering, and other means to affect service reliability and threaten the confidentiality, integrity, and availability of information),
which may compromise our system infrastructure, or that of our third-party vendors and other contractors and consultants or lead to data leakage. The risk of a security breach or
disruption, particularly through cyber-attacks or cyber intrusion, including by computer hackers, foreign governments, and cyber terrorists, has generally increased as the number,
intensity, and sophistication of attempted attacks and intrusions from around the world have increased. We may not be able to anticipate all types of security threats, and we may
not  be  able  to  implement  preventive  measures  effective  against  all  such  security  threats.  For  example,  third  parties  have  in  the  past  and  may  in  the  future  illegally  pirate  our
software and make that software publicly available on peer-to-peer file sharing networks or otherwise. The techniques used by cyber criminals change frequently, may not be
recognized  until  launched,  and  can  originate  from  a  wide  variety  of  sources,  including  outside  groups  such  as  external  service  providers,  organized  crime  affiliates,  terrorist
organizations, or hostile foreign governments or agencies. To the extent that any disruption or security breach were to result in a loss of, or damage to, our data or applications, or
those  of  our  third-party  vendors  and  other  contractors  and  consultants,  or  inappropriate  disclosure  of  confidential  or  proprietary  information,  we  could  incur  liability  and
reputational damage and the further development and commercialization of our software could be delayed. The costs related to significant security breaches or disruptions could
be  material  and  exceed  the  limits  of  the  cybersecurity  insurance  we  maintain  against  such  risks.  If  the  information  technology  systems  of  our  third-party  vendors  and  other
contractors  and  consultants  become  subject  to  disruptions  or  security  breaches,  we  may  have  insufficient  recourse  against  such  third  parties  and  we  may  have  to  expend
significant resources to mitigate the impact of such an event, and to develop and implement protections to prevent future events of this nature from occurring.

While we have not experienced any such system failure, accident, or security breach to date, and believe that our data protection efforts and our investment in information
technology reduce the likelihood of such incidents in the future, we cannot assure you that our data protection efforts and our investment in information technology will prevent
significant breakdowns, data leakages, breaches in our systems, or those of our third-party vendors and other contractors and consultants, or other cyber incidents that could have
a material adverse effect upon our reputation, business, operations, or financial condition. For example, if such an event were to occur and cause interruptions in our operations, or
those  of  our  third-party  vendors  and  other  contractors  and  consultants,  it  could  result  in  a  material  disruption  of  our  programs  and  the  development  of  our  services  and
technologies could be delayed. Furthermore, significant disruptions of our internal information technology systems or those of our third-party vendors and other contractors and
consultants,  or  security  breaches  could  result  in  the  loss,  misappropriation,  and/or  unauthorized  access,  use,  or  disclosure  of,  or  the  prevention  of  access  to,  confidential
information (including trade secrets or other intellectual property, proprietary business information, and personal information), which could result in financial, legal, business, and
reputational harm to us. For example, any such event that leads to unauthorized access, use, or disclosure of personal information, including personal information regarding our
customers or employees, could harm our reputation directly, compel us to comply with federal and/or state breach notification laws and foreign law equivalents, subject us to
mandatory corrective action, and otherwise subject us to liability under laws and regulations that protect the privacy and security of personal information, which could result in
significant legal and financial exposure and reputational damages that could potentially have an adverse effect on our business. Further, sophisticated cyber attackers (including
foreign  adversaries  engaged  in  industrial  espionage)  are  skilled  at  adapting  to  existing  security  technology  and  developing  new  methods  of  gaining  access  to  organizations’
sensitive business data, which could result in the loss of sensitive information, including trade secrets. Additionally, actual, potential, or anticipated attacks may cause us to incur
increasing costs, including costs to deploy additional personnel and protection technologies, train employees, and engage third-party experts and consultants.

Risks Related to Employee Matters and Managing Growth

Our future success depends on our ability to retain key executives and to attract, retain, and motivate qualified personnel.

We are highly dependent on the research and development, clinical, financial, operational, scientific, software engineering, and other business expertise of our executive
officers, as well as the other principal members of our management, scientific, clinical, and software engineering teams. Although we have entered into employment agreements
with our executive officers, each of them may terminate their employment with us at any time. We do not maintain “key person” insurance for any of our executives or other
employees.

The loss of the services of our executive officers or other key employees could impede the achievement of our development and sales goals in our software business and
the achievement of our research, development, and commercialization objectives in our drug discovery business. In either case, the loss of the services of our executive officers or
other  key  employees  could  seriously  harm  our  ability  to  successfully  implement  our  business  strategy.  Furthermore,  replacing  executive  officers  and  key  employees  may  be
difficult and may take an extended period of time because of the limited number of individuals with the breadth of skills and experience required to successfully develop, gain
regulatory approval of, and commercialize products in the life sciences industry.

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Recruiting  and  retaining  qualified  scientific,  clinical,  manufacturing,  accounting,  legal,  and  sales  and  marketing  personnel,  as  well  as  software  engineers  and
computational chemists, will also be critical to our success. In the technology industry, there is substantial and continuous competition for engineers with high levels of expertise
in designing, developing, and managing software and related services, as well as competition for sales executives, data scientists, and operations personnel. Competition to hire
these  individuals  is  intense,  and  we  may  be  unable  to  hire,  train,  retain,  or  motivate  these  key  personnel  on  acceptable  terms  given  the  competition  among  numerous
biopharmaceutical  and  technology  companies  for  similar  personnel.  We  also  experience  competition  for  the  hiring  of  scientific  and  clinical  personnel  from  universities  and
research institutions. In addition, we rely on consultants and advisors to assist us in formulating our research and development and commercialization strategy and advancing our
computational platform. Our consultants and advisors may be employed by employers other than us and may have commitments under consulting or advisory contracts with other
entities that may limit their availability to us. If we are unable to continue to attract and retain high quality personnel, our ability to pursue our growth strategy will be limited and
our business would be adversely affected.

We are pursuing multiple business strategies and expect to expand our development and regulatory capabilities, and as a result, we may encounter difficulties in managing
our multiple business units and our growth, which could disrupt our operations.

Currently, we are pursuing multiple business strategies simultaneously, including activities in research and development, software sales, and collaborative and internal
drug discovery. We believe pursuing these multiple business strategies offers financial and operational synergies, but these diversified operations place increased demands on our
limited resources. Furthermore, we expect to experience significant growth in the number of our employees and the scope of our operations, particularly in the areas of drug
development, clinical and regulatory affairs. To manage our multiple business units and anticipated future growth, we must continue to implement and improve our managerial,
operational  and  financial  systems,  expand  our  facilities,  and  continue  to  recruit  and  train  additional  qualified  personnel.  Due  to  our  limited  financial  resources  and  our
management  team’s  limited  attention  and  limited  experience  in  managing  a  company  with  such  anticipated  growth,  we  may  not  be  able  to  effectively  manage  our  multiple
business units and the expansion of our operations or recruit and train additional qualified personnel. The expansion of our operations may lead to significant costs and may divert
our management and business development resources. In addition, in order to meet our obligations as a public company and to support our anticipated long-term growth, we will
need to increase our general and administrative capabilities. Our management, personnel, and systems may not be adequate to support this future growth. Any inability to manage
our multiple business units and growth could delay the execution of our business plans or disrupt our operations and the synergies we believe currently exist between our business
units. In addition, adverse developments in one of these business units may disrupt these synergies.

Risks Related to Ownership of Our Common Stock

An active trading market for our common stock may not be sustained.

Our  shares  of  common  stock  began  trading  on  the  Nasdaq  Global  Select  Market  on  February  6,  2020.  Prior  to  February  6,  2020,  there  was  no  public  market  for  our
common stock, and we cannot assure you that an active trading market for our shares will be sustained. As a result, it may be difficult for our stockholders to sell their shares
without depressing the market price of our common stock, or at all.

Our executive officers, directors, and principal stockholders, if they choose to act together, have the ability to significantly influence all matters submitted to stockholders for
approval.

As  of  February  26,  2021,  our  executive  officers  and  directors  and  our  stockholders  who  beneficially  owned  more  than  5%  of  our  outstanding  common  stock,  in  the
aggregate, beneficially owned shares representing approximately 35.5% of our common stock and all of our limited common stock, or, if the holder of our limited common stock
exercised  its  right  to  convert  each  share  of  its  limited  common  stock  for  one  share  of  our  common  stock,  approximately  43.9%  of  our  common  stock.  As  a  result,  if  these
stockholders were to choose to act together, they would be able to significantly influence all matters submitted to our stockholders for approval, as well as our management and
affairs. For example, these persons, if they choose to act together, would significantly influence the election of directors and approval of any merger, consolidation, or sale of all
or substantially all of our assets.

This concentration of ownership control may:

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delay, defer, or prevent a change in control;

entrench our management and board of directors; or

delay or prevent a merger, consolidation, takeover, or other business combination involving us that other stockholders may desire.

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This concentration of ownership may also adversely affect the market price of our common stock.

The price of our common stock is volatile and fluctuates substantially, which could result in substantial losses for our stockholders.

Our stock price has been, and is likely to continue to be volatile. Since our initial public offering in February 2020 and through February 26, 2021, the intraday price of
our common stock has fluctuated from a low of $25.50 to a high of $117.00. As a result of volatility, our stockholders may not be able to sell their common stock at or above the
price paid for the shares. The market price for our common stock may be influenced by many factors, including:

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our investment in, and the success of, our software solutions;

the success of our research and development efforts for our internal drug discovery programs;

initiation and progress of preclinical studies and clinical trials for any product candidates that we may develop;

results of or developments in preclinical studies and clinical trials of any product candidates we may develop or those of our competitors or potential collaborators;

the success of our drug discovery collaborators and any milestone or other payments we receive from such collaborators;

the success of competitive products or technologies;

regulatory or legal developments in the United States and other countries;

the recruitment or departure of key personnel;

variations in our financial results or the financial results of companies that are perceived to be similar to us;

sales of common stock by us, our executive officers, directors or principal stockholders, or others, or the anticipation of such sales;

market conditions in the biopharmaceutical sector;

general economic, industry, and market conditions;

the societal and economic impact of public health epidemics, such as the ongoing COVID-19 pandemic; and

the other factors described in this “Risk Factors” section.

In the past, following periods of volatility in the market price of a company’s securities, securities class-action litigation has often been instituted against that company.
Any lawsuit to which we are a party, with or without merit, may result in an unfavorable judgment. We also may decide to settle lawsuits on unfavorable terms. Any such negative
outcome could result in payments of substantial damages or fines, damage to our reputation, or adverse changes to our offerings or business practices. Such litigation may also
cause us to incur other substantial costs to defend such claims and divert management’s attention and resources.

Our actual operating results may differ significantly from our guidance.

From time to time, we may release guidance in our quarterly earnings conference calls, quarterly earnings releases, or otherwise, regarding our future performance that
represents our management’s estimates as of the date of release. This guidance, which would include forward-looking statements, would be based on projections prepared by our
management. Neither our registered public accountants nor any other independent expert or outside party would compile or examine the projections. Accordingly, no such person
would express any opinion or any other form of assurance with respect to the projections.

Projections  are  based  upon  a  number  of  assumptions  and  estimates  that,  while  presented  with  numerical  specificity,  are  inherently  subject  to  significant  business,
economic,  and  competitive  uncertainties  and  contingencies,  many  of  which  are  beyond  our  control  and  are  based  upon  specific  assumptions  with  respect  to  future  business
decisions, some of which will change. The principal reason that we would release guidance is to provide a basis for our management to discuss our business outlook with analysts
and investors. We do not accept any responsibility for any projections or reports published by any such third parties.

Guidance is necessarily speculative in nature, and it can be expected that some or all of the assumptions underlying any guidance furnished by us will not materialize or
will vary significantly from actual results. Accordingly, our guidance would be only an estimate of what management believes is realizable as of the date of release. Actual results
may vary from our guidance and the variations may be material.

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We and our collaborators may not achieve projected discovery and development milestones and other anticipated key events in the time frames that we or they announce,
which could have an adverse impact on our business and could cause our stock price to decline.

From time to time, we expect that we will make public statements regarding the expected timing of certain milestones and key events, such as the commencement and
completion  of  preclinical  and  IND-enabling  studies  in  our  internal  drug  discovery  programs  as  well  developments  and  milestones  under  our  collaborations.  Morphic  has  also
made public statements regarding its expectations for the development of programs under collaboration with us and they and other collaborators may in the future make additional
statements about their goals and expectations for collaborations with us. The actual timing of these events can vary dramatically due to a number of factors such as delays or
failures in our or our current and future collaborators’ drug discovery and development programs, including as a result of COVID-19, the amount of time, effort, and resources
committed by us and our current and future collaborators, and the numerous uncertainties inherent in the development of drugs. As a result, there can be no assurance that our or
our current and future collaborators’ programs will advance or be completed in the time frames we or they announce or expect. If we or any collaborators fail to achieve one or
more of these milestones or other key events as planned, our business could be materially adversely affected and the price of our common stock could decline.

If securities analysts do not publish or cease publishing research or reports or publish misleading, inaccurate or unfavorable research about our business or if they publish
negative evaluations of our stock, the price and trading volume of our stock could decline.

The market price and trading volume for our common stock relies, in part, on the research and reports that industry or financial analysts publish about us or our business.
We do not have control over these analysts. There can be no assurance that existing analysts will continue to cover us or that new analysts will begin to cover us. There is also no
assurance that any covering analyst will provide favorable coverage. Although we have obtained analyst coverage, if one or more of the analysts covering our business downgrade
their evaluations of our stock or publish inaccurate or unfavorable research about our business, or provides more favorable relative recommendations about our competitors, the
price of our stock could decline. If one or more of these analysts cease to cover our stock, we could lose visibility in the market for our stock, which in turn could cause our stock
price and trading volume to decline.

We have broad discretion in the use of our cash, cash equivalents, and marketable securities and may not use them effectively.

Our  management  will  have  broad  discretion  in  the  application  of  our  cash,  cash  equivalents,  and  marketable  securities  and  could  use  such  funds  in  ways  that  do  not
improve our results of operations or enhance the value of our common stock or in ways that our stockholders may not agree with. The failure by our management to apply these
funds effectively could harm our business, financial condition, results of operations, and prospects and could cause the price of our common stock to decline.

Because we do not anticipate paying any cash dividends on our common stock in the foreseeable future, capital appreciation, if any, will be the sole source of gain for our
stockholders.

We have never declared or paid cash dividends on our common stock. We currently intend to retain all of our future earnings to fund the development and expansion of
our business. Any determination to pay dividends in the future will be at the discretion of our board of directors. As a result, capital appreciation of our common stock, if any, will
be the sole source of gain for our stockholders for the foreseeable future.

Sales  of  a  substantial  number  of  shares  of  our  common  stock  in  the  public  market  could  cause  the  market  price  of  our  common  stock  to  drop  significantly,  even  if  our
business is doing well.

Sales of a substantial number of shares of our common stock in the public market, or the perception in the market that the holders of a large number of shares intend to
sell shares, could reduce the market price of our common stock, impair our ability to raise capital through the sale of additional equity securities, and make it more difficult for
our stockholders to sell their common stock at a time and price that they deem appropriate. As of February 26, 2021, we had outstanding 60,848,093 shares of common stock and
9,164,193  shares  of  limited  common  stock.  All  of  our  outstanding  shares  of  common  stock,  including  shares  of  common  stock  issuable  upon  the  conversion  of  shares  of  our
limited common stock, are available for sale in the public market, subject only to the restrictions of Rule 144 under the Securities Act in the case of our affiliates.

In addition, certain of our executive officers, directors and affiliated stockholders have entered or may enter into Rule 10b5-1 plans providing for sales of shares of our
common stock from time to time. Under a Rule 10b5-1 plan, a broker executes trades pursuant to parameters established by the executive officer, director or affiliated stockholder
when entering into the plan, without further direction from the executive officer, director or affiliated stockholder. A Rule 10b5-1 plan may be amended or terminated in some
circumstances. Our executive officers, directors and affiliated stockholders also may buy or sell additional shares outside of a Rule 10b5-1 plan when they are not in possession of
material, nonpublic information.

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Moreover,  certain  holders  of  our  common  stock  and  our  limited  common  stock  have  rights,  subject  to  specified  conditions,  to  include  their  shares  in  registration
statements that we may file for ourselves or other stockholders and, beginning at any time after we become eligible to file a registration statement on Form S-3, to require us to
file Form S-3 registration statements covering their shares. We also have filed a registration statement on Form S-8 to register shares of common stock that we may issue under
our  equity  compensation  plans.  Shares  registered  under  the  registration  statement  on  Form  S-8  are  available  for  sale  in  the  public  market  upon  issuance,  subject  to  volume
limitations applicable to affiliates, vesting arrangements and exercise of options.

We are an “emerging growth company” and a “smaller reporting company,” and the reduced disclosure requirements applicable to emerging growth companies and smaller
reporting companies may make our common stock less attractive to investors.

We  are  an  “emerging  growth  company,”  or  EGC,  as  defined  in  the  Jumpstart  Our  Business  Startups  Act  of  2012,  or  the  JOBS  Act.  We  may  remain  an  EGC  until
December 31, 2025, although if we become a “large accelerated filer” or if we have annual gross revenues of $1.07 billion or more in any fiscal year, we would cease to be an
EGC as of December 31 of the applicable year. We also would cease to be an EGC if we issue more than $1.0 billion of non-convertible debt over a three-year period. For so long
as we remain an EGC, we are permitted and intend to rely on exemptions from certain disclosure requirements that are applicable to other public companies that are not EGCs.
These exemptions include:

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not being required to comply with the auditor attestation requirements in the assessment of our internal control over financial reporting;

not  being  required  to  comply  with  any  requirement  that  may  be  adopted  by  the  Public  Company  Accounting  Oversight  Board  regarding  mandatory  audit  firm
rotation or a supplement to the auditor’s report providing additional information about the audit and the financial statements;

reduced disclosure obligations regarding executive compensation; and

exemptions from the requirements of holding a nonbinding advisory vote on executive compensation and stockholder approval of any golden parachute payments
not previously approved.

We are also a “smaller reporting company,” as defined in Rule 12b-2 under the Securities Exchange Act of 1934, as amended, or the Exchange Act, although we expect to
cease to be a smaller reporting company in connection with the filing of our Quarterly Report on Form 10-Q for the first quarter of 2021. Similar to EGCs, smaller reporting
companies  have  reduced  disclosure  obligations,  such  as  an  exemption  from  providing  selected  financial  data  and  an  ability  to  provide  simplified  executive  compensation
information  and  only  two  years  of  audited  financial  statement  in  an  annual  report  on  Form  10-K,  with  correspondingly  reduced  “Management’s  Discussion  and  Analysis  of
Financial Condition and Results of Operations” disclosure.

We cannot predict whether investors will find our common stock less attractive if we rely on these exemptions. If some investors find our common stock less attractive as

a result, there may be a less active trading market for our common stock and our stock price may be more volatile.

In addition, the JOBS Act permits an EGC to take advantage of an extended transition period to comply with new or revised accounting standards applicable to public
companies until those standards would otherwise apply to private companies. We have elected to take advantage of such extended transition period, which means that when a
standard is issued or revised and it has different application dates for public or private companies, we may adopt the new or revised standard at the time private companies adopt
the new or revised standard and may do so until such time that we either irrevocably elect to “opt out” of such extended transition period or no longer qualify as an EGC.

We have incurred and will continue to incur increased costs as a result of operating as a public company, and our management has devoted and will continue to be required
to devote substantial time to new compliance initiatives and corporate governance practices.

As a public company, we have incurred and will continue to incur significant legal, accounting, and other expenses that we did not incur as a private company, which we
expect to further increase after we are no longer an EGC. The Exchange Act, Sarbanes-Oxley Act of 2002, the Dodd-Frank Wall Street Reform and Consumer Protection Act, the
listing requirements of Nasdaq, and other applicable securities rules and regulations impose various requirements on public companies, including establishment and maintenance
of effective disclosure and financial controls and corporate governance practices. Our management and other personnel devote and will need to continue to devote a substantial
amount of time and resources to these compliance initiatives, potentially at the expense of other business concerns, which could harm our business, financial condition, results of
operations, and prospects. Moreover, these rules and regulations will increase our legal and financial compliance costs, and will make some activities more time-consuming and
costly compared to when we were a private company. 

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We are evaluating these rules and regulations, and cannot predict or estimate the amount of additional costs we may incur or the timing of such costs. These rules and
regulations are often subject to varying interpretations, in many cases due to their lack of specificity, and, as a result, their application in practice may evolve over time as new
guidance  is  provided  by  regulatory  and  governing  bodies.  This  could  result  in  continuing  uncertainty  regarding  compliance  matters  and  higher  costs  necessitated  by  ongoing
revisions to disclosure and governance practices.

As a result of becoming a public company, we are obligated to develop and maintain proper and effective internal controls over financial reporting. Any failure to maintain
the adequacy of these internal controls may adversely affect investor confidence in our company and, as a result, the value of our common stock.

Pursuant to Section 404 of the Sarbanes-Oxley Act, we are required to furnish a report by our management on our internal control over financial reporting on an annual
basis. This assessment will need to include disclosure of any material weaknesses identified by our management in our internal control over financial reporting. However, our
independent registered public accounting firm will not be required to attest to the effectiveness of our internal control over financial reporting until our first annual report required
to be filed with the SEC following the date we are no longer an EGC. At such time as we are required to obtain auditor attestation, if we then have an unremediated material
weakness, we would receive an adverse opinion regarding our internal control over financial reporting from our independent registered accounting firm.

To achieve compliance with Section 404 within the prescribed period, we are engaged in a process to document and evaluate our internal control over financial reporting,
which  is  both  costly  and  challenging.  In  this  regard,  we  will  need  to  continue  to  dedicate  internal  resources,  including  through  hiring  additional  financial  and  accounting
personnel, potentially engage outside consultants and adopt a detailed work plan to assess and document the adequacy of internal control over financial reporting, continue steps
to improve control processes as appropriate, validate through testing that controls are functioning as documented, and implement a continuous reporting and improvement process
for internal control over financial reporting. During our evaluation of our internal control, if we identify one or more material weaknesses in our internal control over financial
reporting, we will be unable to assert that our internal control over financial reporting is effective. We cannot assure you that there will not be material weaknesses or significant
deficiencies  in  our  internal  control  over  financial  reporting  in  the  future.  Any  failure  to  maintain  internal  control  over  financial  reporting  could  severely  inhibit  our  ability  to
accurately report our financial condition, or results of operations. If we are unable to conclude that our internal control over financial reporting is effective, or if our independent
registered  public  accounting  firm  determines  we  have  a  material  weakness  or  significant  deficiency  in  our  internal  control  over  financial  reporting,  we  could  lose  investor
confidence in the accuracy and completeness of our financial reports, the market price of shares of our common stock could decline, and we could be subject to sanctions or
investigations by Nasdaq, the SEC, or other regulatory authorities. Failure to remedy any material weakness in our internal control over financial reporting, or to implement or
maintain other effective control systems required of public companies, could also restrict our future access to the capital markets.

Our disclosure controls and procedures may not prevent or detect all errors or acts of fraud.

As a public company, we are subject to certain reporting requirements of the Exchange Act. Our disclosure controls and procedures are designed to reasonably assure that
information  required  to  be  disclosed  by  us  in  reports  we  file  or  submit  under  the  Exchange  Act  is  accumulated  and  communicated  to  management,  recorded,  processed,
summarized, and reported within the time periods specified in the rules and forms of the SEC. We believe that any disclosure controls and procedures or internal controls and
procedures, no matter how well conceived and operated, can provide only reasonable, not absolute, assurance that the objectives of the control system are met. These inherent
limitations include the realities that judgments in decision-making can be faulty, and that breakdowns can occur because of simple error or mistake. Additionally, controls can be
circumvented by the individual acts of some persons, by collusion of two or more people or by an unauthorized override of the controls. Accordingly, because of the inherent
limitations in our control system, misstatements or insufficient disclosures due to error or fraud may occur and not be detected.

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Provisions  in  our  corporate  charter  documents  and  under  Delaware  law  could  make  an  acquisition  of  our  company,  which  may  be  beneficial  to  our  stockholders,  more
difficult and may prevent attempts by our stockholders to replace or remove our current directors and members of management.

Provisions  in  our  certificate  of  incorporation  and  our  bylaws  may  discourage,  delay,  or  prevent  a  merger,  acquisition,  or  other  change  in  control  of  our  company  that
stockholders may consider favorable, including transactions in which stockholders might otherwise receive a premium for their shares. These provisions could also limit the price
that investors might be willing to pay in the future for shares of our common stock, thereby depressing the market price of our common stock. In addition, because our board of
directors is responsible for appointing the members of our management team, these provisions may frustrate or prevent any attempts by our stockholders to replace or remove our
current management by making it more difficult for stockholders to replace members of our board of directors. Among other things, these provisions:

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establish a classified board of directors such that only one of three classes of directors is elected each year;

allow the authorized number of our directors to be changed only by resolution of our board of directors;

limit the manner in which stockholders can remove directors from our board of directors;

establish advance notice requirements for stockholder proposals that can be acted on at stockholder meetings and nominations to our board of directors;

require that stockholder actions must be effected at a duly called stockholder meeting and prohibit actions by our stockholders by written consent;

limit who may call stockholder meetings to the board of directors or to the secretary at the request of the holders of at least 25% of the outstanding shares of our
common stock and limited common stock; and

authorize our board of directors to issue preferred stock without stockholder approval, which could be used to institute a “poison pill” that would work to dilute the
stock ownership of a potential hostile acquirer, effectively preventing acquisitions that have not been approved by our board of directors.

Moreover, because we are incorporated in Delaware, we are governed by the provisions of Section 203 of the Delaware General Corporation Law, or the DGCL, which
prohibits a person who owns in excess of 15% of our outstanding voting stock from merging or combining with us for a period of three years after the date of the transaction in
which the person acquired in excess of 15% of our outstanding voting stock, unless the merger or combination is approved in a prescribed manner.

Our certificate of incorporation designates the state courts in the State of Delaware as the sole and exclusive forum for certain types of actions and proceedings that may be
initiated by our stockholders, which could discourage lawsuits against the company and our directors, officers, and employees.

Our certificate of incorporation provides that, unless we consent in writing to the selection of an alternative forum, the Court of Chancery of the State of Delaware (or, if
the Court of Chancery of the State of Delaware does not have jurisdiction, the federal district court for the District of Delaware) will be the sole and exclusive forum for: (1) any
derivative  action  or  proceeding  brought  on  our  behalf,  (2)  any  action  asserting  a  claim  of  breach  of  a  fiduciary  duty  owed  by  any  of  our  directors,  officers,  employees  or
stockholders to our company or our stockholders, (3) any action asserting a claim arising pursuant to any provision of the DGCL or as to which the DGCL confers jurisdiction on
the Court of Chancery of the State of Delaware or (4) any action asserting a claim arising pursuant to any provision of our certificate of incorporation or bylaws (in each case, as
they may be amended from time to time) or governed by the internal affairs doctrine. These choice of forum provisions will not apply to suits brought to enforce a duty or liability
created by the Securities Act of 1933, as amended, the Exchange Act or any other claim for which federal courts have exclusive jurisdiction.

This exclusive forum provision may limit the ability of our stockholders to bring a claim in a judicial forum that such stockholders find favorable for disputes with us or
our directors, officers, or employees, which may discourage such lawsuits against us and our directors, officers, and employees. Alternatively, if a court were to find the choice of
forum provision contained in our certificate of incorporation to be inapplicable or unenforceable in an action, we may incur additional costs associated with resolving such action
in other jurisdictions, which could materially adversely affect our business, financial condition, and operating results.

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Item 1B. Unresolved Staff Comments.

None.

Item 2. Properties.

Our principal facilities consist of office space. We occupy approximately 63,000 square feet of office space in New York, New York under a lease that currently expires in
August 2021. We also occupy approximately 26,000 square feet of office space in Portland, Oregon under a lease that currently expires in August 2026, and we lease additional
office  space  at  our  other  office  locations  around  the  world.  We  believe  our  facilities  are  adequate  and  suitable  for  our  current  needs  and  that  should  it  be  needed,  suitable
additional or alternative space will be available to accommodate our operations.

Item 3. Legal Proceedings.

From  time  to  time,  we  may  become  involved  in  legal  proceedings  arising  in  the  ordinary  course  of  our  business.  We  are  not  currently  subject  to  any  material  legal

proceedings.

Item 4. Mine Safety Disclosures.

Not applicable.

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PART II

Item 5. Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities

Market Information

Our common stock has been publicly traded on the Nasdaq Global Select Market under the symbol “SDGR” since February 6, 2020. Prior to that date, there was no

public market for our common stock. Our limited common stock is not listed or traded on any stock exchange.

Holders of Record

As of February 26, 2021, there were approximately 146 holders of record of our common stock and one holder of record of our limited common stock. The actual number
of stockholders is greater than this number of holders of record and includes stockholders who are beneficial owners but whose shares are held in street name by brokers and other
nominees. This number of holders of record also does not include stockholders whose shares may be held in trust by other entities.

Dividends

We  have  never  declared  or  paid  cash  dividends  on  our  common  stock  or  our  limited  common  stock.  We  currently  intend  to  retain  all  available  funds  and  any  future
earnings to fund the development and expansion of our business and we do not anticipate paying any cash dividends in the foreseeable future. Any future determination to declare
and pay dividends will be made at the discretion of our board of directors and will depend on then-existing conditions, including our results of operations, financial condition,
contractual restrictions, capital requirements, business prospects, and other factors our board of directors may deem relevant.

Certain Provisions of our Certificate of Incorporation and Bylaws

During November 2020, the Bill & Melinda Gates Foundation Trust, Schrodinger Equity Holdings, LLC, D. E. Shaw & Co., L.P., D. E. Shaw Technology Development,
LLC and D. E. Shaw Valence Portfolios, L.L.C. and their respective successors and affiliates ceased to collectively beneficially own (directly or indirectly) more than 40% of our
outstanding shares of common stock and limited common stock. Accordingly, pursuant to the provisions in our certificate of incorporation and our bylaws, our directors may be
removed only for cause and only by the affirmative vote of the holders of at least a majority of the voting power of all outstanding shares of common stock, and our stockholders
may not take action by written consent in lieu of an annual or special meeting of stockholders.

Use of Proceeds

On February 5, 2020, our registration statement on Form S-1, as amended (File No. 333-235890) was declared effective by the SEC in connection with our initial public
offering of common stock, pursuant to which we issued and sold on February 10, 2020, 13,664,704 shares of our common stock at a public offering price of $17.00 per share,
including 1,782,352 additional shares of common stock issued upon the full exercise by the underwriters of their option to purchase additional shares, for total gross proceeds of
$232.3 million. On February 10, 2020, we received net proceeds of $209.6 million, after deducting $16.3 million in underwriting discounts and commissions and $6.4 million in
estimated offering expenses borne by us.

There has been no material change in the planned use of proceeds from our initial public offering from that described in the final prospectus related to the offering, dated

February 5, 2020, as filed with the SEC on February 6, 2020.

Recent Sales of Unregistered Securities

Set forth below is information regarding issuances of shares of our common stock during the year ended December 31, 2020 that were not registered under the Securities

Act of 1933, as amended, or the Securities Act, and that have not been otherwise described in a Quarterly Report on Form 10-Q or a Current Report on Form 8-K.

Issuances of Common Stock Upon Exchange of Limited Common Stock

On November 24, 2020, the Bill & Melinda Gates Foundation Trust voluntarily converted 4,000,000 shares of limited common stock into 4,000,000 shares of common

stock.

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The shares of common stock issued upon the conversion of the limited common stock described in this section were issued in reliance on the exemption provided by

Section 3(a)(9) under the Securities Act.

Issuer Purchases of Equity Securities

Not applicable.

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Item 6. Selected Financial Data.

You should read the following selected consolidated financial data together with our consolidated financial statements and the related notes, “Management’s Discussion
and Analysis of Financial Condition and Results of Operations” and other financial information included in this Annual Report. We have derived the consolidated statement of
operations data for the years ended December 31, 2020 and 2019 and the consolidated balance sheet data as of December 31, 2020 and 2019 from our audited consolidated
financial statements, which are included elsewhere in this Annual Report. The consolidated statement of operations data for the years ended December 31, 2018 and 2017 and the
selected consolidated balance sheet data as of December 31, 2018 and December 31, 2017 are derived from our audited consolidated financial statements not included in this
Annual Report. Our historical results are not necessarily indicative of results that should be expected in any future period.

Consolidated Statements of Operations Data:
Revenues:

Software products and services
Drug discovery
Total revenues

Cost of revenues:

Software products and services
Drug discovery

Total cost of revenues

Gross profit

Operating expenses:

Research and development
Sales and marketing
General and administrative
Total operating expenses
Loss from operations

Other income (expense):

Gain on equity investments
Change in fair value
Interest income

Total other income (expense)
Loss before income taxes

Income tax expense (benefit)

Net loss
Net loss attributable to noncontrolling interest

Net loss attributable to Schrödinger common
  and limited common stockholders

Net loss per share attributable to Schrödinger common
   and limited common stockholders, basic and diluted:
Weighted average common shares used to compute net
   loss per share attributable to common and limited common
   stockholders, basic and diluted(1):

2020

Year Ended December 31,

2019

2018

(in thousands, except share and per share data)

2017

  $

  $

  $

92,530    $
15,565     
108,095     

18,003     
26,620     
44,623     
63,472     

64,695     
17,795     
41,898     
124,388     
(60,916)    

4,108     
28,263     
2,253     
34,624     
(26,292)    
345     
(26,637)    
(2,174)    

66,735    $
18,808     
85,543     

13,646     
22,804     
36,450     
49,093     

39,404     
21,364     
27,040     
87,808     
(38,715)    

943     
9,922     
1,878     
12,743     
(25,972)    
(291)    
(25,681)    
(1,110)    

59,885    $
6,754     
66,639     

10,687     
13,015     
23,702     
42,937     

34,523     
17,831     
18,552     
70,906     
(27,969)    

—     
(812)    
433     
(379)    
(28,348)    
77     
(28,425)    
—     

50,841 
4,852 
55,693 

7,843 
8,050 
15,893 
39,800 

27,669 
16,716 
14,436 
58,821 
(19,021)

3,243 
(1,641)
359 
1,961 
(17,060)
332 
(17,392)
— 

(24,463)   $

(24,571)   $

(28,425)   $

(17,392)

(0.41)   $

(4.09)   $

(4.93)   $

(3.77)

60,024,658     

6,004,500     

5,771,305     

4,608,307

(1)

Reflects the one-for-7.47534 reverse stock split of our common stock that became effective on January 24, 2020.

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Consolidated Balance Sheet Data

Cash, cash equivalents, marketable securities, and
   restricted cash
Working capital(2)
Total assets
Deferred revenue, current and long-term
Convertible preferred stock
Total stockholders’ equity (deficit)

(2)

Working capital is current assets less current liabilities.

December 31,
2020

December 31,
2019

December 31,
2018

December 31,
2017

(in thousands)

  $

643,191    $
609,773     
746,263     
86,567     
—     
624,019     

86,330    $
73,516     
155,270     
27,259     
191,580     
(93,323)    

84,067    $
77,685     
120,730     
20,730     
161,687     
(71,560)    

36,343 
30,236 
58,022 
13,750 
82,310 
(45,362)

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Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operations.

You should read the following discussion and analysis of our financial condition and results of operations together with our consolidated financial statements and related
notes  appearing  elsewhere  in  this  Annual  Report.  Some  of  the  information  contained  in  this  discussion  and  analysis  or  set  forth  elsewhere  in  this  Annual  Report,  including
information with respect to our plans and strategy for our business and related financing, includes forward-looking statements that involve risks and uncertainties. As a result of
many factors, including those factors set forth in “Risk Factors” of this Annual Report, our actual results could differ materially from the results described in or implied by the
forward-looking statements contained in the following discussion and analysis.

Overview

We  are  transforming  the  way  therapeutics  and  materials  are  discovered.  Our  differentiated,  physics-based  software  platform  enables  discovery  of  high-quality,  novel
molecules for drug development and materials applications more rapidly, at lower cost, and with, we believe, a higher likelihood of success compared to traditional methods. Our
software  platform  is  used  by  biopharmaceutical  and  industrial  companies,  academic  institutions,  and  government  laboratories  around  the  world.  Our  multidisciplinary  drug
discovery team also leverages our software platform to advance collaborative drug discovery and development programs and our own pipeline of novel therapeutics to address
unmet medical needs.

Since our founding, we have been primarily focused on developing our computational platform, which is capable of predicting critical properties of molecules with a high
degree of accuracy, as well as advancing drug discovery programs both with our collaborators and internally. We have devoted substantially all of our resources to introducing
new  capabilities  and  refining  our  software,  conducting  research  and  development  activities,  recruiting  skilled  personnel,  and  providing  general  and  administrative  support  for
these operations.

We  are  using  our  computational  platform  for  both  collaborative  and  internal  drug  discovery  programs.  Over  the  last  decade,  we  have  entered  into  a  number  of
collaborations with biopharmaceutical companies that have provided us with significant income and have the potential to produce additional milestone payments, option fees, and
future royalties. Furthermore, in mid-2018, we launched a pipeline of internal, wholly-owned programs.

We generate revenues from sales of our software solutions and from upfront payments, research funding and milestone payments from our drug discovery collaborations,
and  have  received  distributions  on  account  of,  or  proceeds  from  the  sale  of,  our  equity  stakes  in  our  collaborators,  all  of  which  we  have  used  to  support  our  research  and
development and other operating expenses. Furthermore, we have also financed our operations from sales of our equity securities. On February 10, 2020, we closed our initial
public offering of our common stock, in which we sold 13,664,704 shares of common stock at a public offering price of $17.00 per share, resulting in net proceeds to us of $209.6
million, after deducting underwriting discounts and commissions and offering expenses borne by us. In addition, on August 17, 2020, we closed a follow-on public offering, in
which we sold 5,250,000 shares of common stock at a public offering price of $66.00 per share, resulting in net proceeds to us of $325.6 million, after deducting underwriting
discounts and commissions and offering expenses borne by us.

We currently conduct our operations through two reportable segments: software and drug discovery. The software segment is focused on selling our software to transform
drug discovery across the life sciences industry, as well as to customers in materials science industries. The drug discovery segment is focused on generating revenue from a
diverse portfolio of preclinical and clinical programs, internally and through collaborations, that have advanced to various stages of discovery and development.

Our software segment generates revenue from software product licenses, hosted software subscriptions, software maintenance, professional services, and contributions.
The revenue we generate through our software solutions from each of our customers varies largely depending on the number of software licenses our customers purchase from us.
The licenses that our customers purchase from us provide them the ability to perform a certain number of calculations used in the design of molecules for drug discovery or
materials science. We deliver our software through either (i) a product license that permits our customers to install the software solution directly on their own in-house hardware
and  use  it  for  a  specified  term,  or  (ii)  a  subscription  that  allows  our  customers  to  access  our  cloud-based  software  solution  on  their  own  hardware  without  taking  control  of
licenses.

We  currently  generate  drug  discovery  revenue  from  our  collaborations,  including  upfront  payments,  research  funding  payments  and  discovery  and  development
milestones.  In  the  future,  we  may  also  derive  drug  discovery  revenue  from  our  collaborations  from  option  fees,  the  achievement  of  commercial  milestones,  and  royalties  on
commercial  drug  sales.  In  addition  to  revenue  from  our  collaborations,  we  may  also  derive  drug  discovery  revenue  from  collaborating  on  or  out-licensing  our  internal  drug
discovery programs when we believe it will help maximize the commercial potential of the program. In November 2020, we entered into an exclusive, worldwide collaboration
and license agreement with Bristol-Myers Squibb Company, or BMS, pursuant to which we and

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BMS  agreed  to  collaborate  in  the  discovery,  research  and  development  of  small  molecule  compounds  for  biological  targets  in  the  oncology,  neurology  and  immunology
therapeutic areas. The collaboration includes HIF-2 alpha and SOS1/KRAS, which are two of our internal pipeline programs. Under the terms of the agreement, we received an
upfront payment of $55.0 million, and we are eligible to receive up to $2.7 billion in total milestone payments across all potential targets, as well as a tiered percentage royalty on
net  sales  of  each  product  commercialized  by  BMS  ranging  from  mid-single  digits  to  low-double  digits,  subject  to  certain  specified  reductions. See  “Business—Collaboration
Agreement with Bristol-Myers Squibb Company” for additional information relating to this agreement.

We generated revenue of $108.1 million, $85.5 million, and $66.6 million in 2020, 2019, and 2018, respectively, representing year-over-year growth of 26% and 28%,

respectively. Our net loss was $26.6 million, $25.7 million, and $28.4 million for the years ended December 31, 2020, 2019, and 2018, respectively.

Business Impact of COVID-19 Pandemic

In December 2019, a novel coronavirus, or COVID-19, emerged and has since spread to many countries worldwide, including the United States. On March 11, 2020, the
World Health Organization declared the outbreak of COVID-19 a pandemic, and on March 13, 2020, the United States declared a national emergency with respect to COVID-19.
In response to the COVID-19 pandemic, state, local, federal, and foreign governments have put in place, and others in the future may put in place, quarantines, executive orders,
shelter-in-place orders, and similar government orders and restrictions in order to control the spread of the disease. In order to safeguard the health of our employees, in early
March 2020 we implemented a company-wide work-from-home policy. Beginning in June 2020, we began limited re-openings of certain of our offices in the United States and
abroad. Our re-openings are being conducted on a limited basis and are voluntary for all of our employees. We intend to continue to phase-in the re-opening of our offices as our
management and federal, state, or local authorities advise, and we may take further actions that alter our operations as may be required by federal, state, or local authorities, or
which we determine are in our best interests.

During  2020,  we  did  not  see  material  impacts  to  our  business  from  the  COVID-19  pandemic.  While  we  do  not  expect  material  impacts  in  2021  from  the  COVID-19
pandemic, the full extent of the future impact will depend on many factors outside of our control, including, without limitation, the timing, extent, trajectory and duration of the
COVID-19 pandemic, the development and availability of effective treatments and vaccines, the imposition of protective public safety measures, and the impact of the COVID-19
pandemic  on  the  global  economy.  For  instance,  with  respect  to  our  software  business,  some  of  our  customers  may  experience  increasing  budgetary  pressures  as  a  result  of
downturns or uncertainty in their respective businesses, which may cause them to delay or reduce purchases.  In addition, due to the restrictions related to COVID-19, our sales
force has limited in-person interactions, and their ability to attend events that promote and expand knowledge of our company and platform, including industry conferences and
events, has been hampered. Relative to our drug discovery programs, the COVID-19 pandemic could delay the progress of certain programs, particularly ones that are in clinical
studies or preparing to enter clinical studies.  Delays in these programs could result in delays in achieving milestones and related revenue. While there remains uncertainty about
the extent of the effect of the COVID-19 pandemic, we do not envision a long-term impact from the COVID-19 pandemic on our ability to execute on our strategy.

Management  is  actively  monitoring  the  COVID-19  pandemic  and  its  possible  effects  on  our  financial  condition,  liquidity,  operations,  customers,  contractors,  and
workforce. For additional information on risks posed by the COVID-19 pandemic, please see “Risk Factors – Risks Related to Our Operations – A widespread outbreak of an
illness or other health issue, such as the COVID-19 pandemic, could negatively affect various aspects of our business and make it more difficult to meet our obligations to our
customers,  and  could  result  in  reduced  demand  from  our  customers  as  well  as  delays  in  our  drug  discovery  and  development  programs,”  included  elsewhere  in  this  Annual
Report.

In  response  to  the  COVID-19  pandemic,  we  have  joined  a  multi-company  philanthropic  effort  to  discover  and  develop  novel  small-molecule  antiviral  therapeutics  to
address COVID-19. The intent of the alliance, which to date also includes Takeda Pharmaceutical Company Limited, Novartis AG, Alphabet, Inc., Gilead Sciences, and WuXi
AppTec, Inc., is to make any discoveries from this alliance available to the public. There is no expectation that this effort will generate revenue for any of the companies involved
in the alliance, including us.

Key Factors Affecting Our Performance

Ability to drive additional revenue from our software solutions from existing customers

Our large existing base of customers represents a significant opportunity for us to expand our revenue through increased utilization of our software. The revenue that we
generate through our software solutions from each of our customers varies depending on the number of licenses for each software solution that each customer purchases from us.
Accordingly, we work with our customers

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to improve their experience and increase the utility of our platform in order to expand the scale at which they deploy our platform in their business. Biopharmaceutical companies
are increasingly adopting our software at a larger scale, and we anticipate that this scaling-up will drive future revenue growth. Our ability to expand within our customer base is
demonstrated by the increasing number of our customers with an annual contract value, or ACV, of over $100,000. We had 153, 131, and 122 of these customers for the years
ended December 31, 2020, 2019, and 2018, respectively. This subset of customers represented approximately 79%, 78%, and 77% of our total ACV for the years ended December
31, 2020, 2019, and 2018, respectively. In addition, we had 16, 10, and 11 customers with an ACV of over $1.0 million for the years ended December 31, 2020, 2019, and 2018,
respectively.

With respect to contracts that have a duration of one year or less, or contracts of more than one year in duration that are billed annually, we define ACV as the contract
value billed during the applicable period. For contracts with a duration of more than one year that are billed upfront, ACV in each period represents the total billed contract value
divided by the term. ACV should be viewed independently of revenue and does not represent revenue calculated in accordance with generally accepted accounting principles in
the United States, or U.S. GAAP, on an annualized basis, as it is an operating metric that can be impacted by contract execution start and end dates and renewal rates. ACV is not
intended to be a replacement for, or forecast of, revenue. Our ACV was $92.1 million, $75.6 million, and $64.0 million for the years ended December 31, 2020, 2019, and 2018,
respectively.

Another  important  driver  of  our  ability  to  expand  our  customer  relationships  is  the  retention  of  our  customers  with  an  ACV  over  $100,000.  For  the  year  ended
December 31, 2020, our year-over-year customer retention rate for such customers was 99% and was 96% or higher for each of the previous seven fiscal years. We calculate year-
over-year customer retention for our customers with an ACV over $100,000 by starting with the number of such customers we had in the previous fiscal year. We then calculate
how many of these customers were active customers in the current fiscal year. We then divide this number by the number of customers with an ACV over $100,000 we had in the
previous fiscal year to arrive at the year-over-year customer retention rate for such customers. We intend to leverage our existing relationships with our customers to drive larger-
scale adoption of our software solutions. If we are unable to continue to increase revenue from existing customers, our financial performance will be adversely impacted.

Ability to increase our customer base for our software solutions

We believe that we have significant opportunity to continue to increase the number of customers who use our solutions. We had 1,463, 1,266, and 1,150 active customers
for the years ended December 31, 2020, 2019, and 2018, respectively. We define the number of active customers as the number of customers who had an ACV of at least $1,000
in the fiscal year. We use $1,000 as a threshold for defining our active customers as this amount will generally exclude customers who only license our PyMOL software, which is
our open-source molecular visualization system broadly available at low cost.

While we have significantly penetrated the pharmaceutical industry, with all of the top 20 pharmaceutical companies, measured by 2019 revenue, licensing our software
in 2020, our strategy is to grow our customer base. We believe there remains a large opportunity for growth as there are thousands of biopharmaceutical companies that could
benefit from our solutions. Additionally, since the physics underlying the properties of drug molecules and materials is the same, we have been able to extend our computational
platform to materials science applications in fields such as aerospace, energy, semiconductors, and electronic displays. We sell our software solutions to a growing number of
materials science customers, and we believe materials science industries are only beginning to recognize the potential of computational methods. We continue to promote the
education and recognition of our computational platform across industries. As part of our strategy, we have driven the adoption of our software by researchers, and we had more
than 1,690 academic institutions across the world using our software in 2020. We believe that by introducing the benefits of our computational software at the academic stage, we
will drive brand awareness and expand the use of our platform to industries that have historically relied on traditional methods for discovery of molecules. Our ability to continue
to grow our customer base is dependent upon our ability to educate the market and support the business through investment in our sales and marketing efforts and the ongoing
enhancement of our software solutions.

Advancement of our collaborations

We have entered into a number of collaborations with various biopharmaceutical companies, some of which we have co-founded, to advance drug discovery. We will seek
to  enter  into  additional  collaboration  agreements,  driven  by  the  synergies  we  expect  to  achieve  between  our  platform  and  the  capabilities  and  expertise  of  our  potential
collaborators.  We  believe  that  our  collaborations  will  be  a  significant  driver  of  value  for  us  in  the  form  of  equity  stakes,  research  fees,  preclinical,  clinical,  and  commercial
milestone payments, and option fees, as well as royalties on any potential future sales of products, if approved. We continue to work with our current collaborators to advance
existing  programs  through  discovery  research  stages  and  initiate  additional  programs.  However,  we  do  not  generally  exercise  control  over  the  development  programs  of  our
collaborators and often rely on decisions of the management of such companies with respect to clinical development and commercialization. Our ability to continue to derive
value from our

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collaborations will be driven by both our capability to make progress in these programs as well as whether our collaborators successfully advance such programs beyond the
discovery stage.

Ability to develop and expand our internal proprietary drug discovery pipeline

We  are  advancing  our  pipeline  of  internal  drug  discovery  programs  through  extensive  application  of  our  software  platform.  Our  initial  programs  are  focused  on
discovering and developing inhibitors for targets in DNA damage response pathways and genetically defined cancers. Since then, we have expanded into other therapeutic areas,
including  in  the  areas  of  immunology  and  neurology.  As  we  progress  these  programs,  we  will  strategically  evaluate  on  a  program-by-program  basis  entering  into  clinical
development ourselves, entering into collaborations, or out-licensing programs to maximize commercial opportunities. As part of this strategy, in November 2020, we entered into
an exclusive, worldwide collaboration and license agreement with BMS pursuant to which we and BMS agreed to collaborate in the discovery, research and development of small
molecule compounds for biological targets in the oncology, neurology and immunology therapeutic areas. We will need to continue to devote substantial resources to develop and
expand our internal pipeline. Our ability to advance and build value in our internal drug discovery programs will impact our financial performance, especially as we increasingly
shift our focus to these programs.

Components of Results of Operations

Software Products and Services Revenue

Our software business generates revenue from five sources: (i) on-premise software license fees, (ii) hosted software subscription fees, (iii) software maintenance fees,

(iv) professional services fees, and (v) contributions.

On-premise software.  Our  on-premise  software  license  arrangements  grant  customers  the  right  to  use  our  software  on  their  own  in-house  servers  or  their  own  cloud
instances for a specified term, typically for one year. We recognize revenue for on-premise software license fees upfront, either upon delivery of the license or the effective date of
the agreement, whichever is later.

Hosted software. Hosted software revenue consists primarily of fees to provide our customers with hosted licenses, which allows these customers to access our cloud-
based software solution on their own hardware without taking control of the licenses, and is recognized ratably over the term of the arrangement, which is typically one year.
When a customer enters into a hosted arrangement for which revenue is recognized over time, the amount paid upfront that is not recognized in the current period is included in
deferred revenue in our statement of financial position until the period in which it is recognized.

Software  maintenance.  Software  maintenance  includes  technical  support,  updates,  and  upgrades  related  to  our  on-premise  software  licenses.  Software  maintenance
revenue is recognized ratably over the term of the arrangement. Software maintenance activities are performed in connection with the use of our on-premise software, and may
fluctuate from period to period.

Professional services. Professional services, such as training, technical setup or installation or modeling services, where we use our software to perform tasks such as
virtual screening and homology modeling on behalf of our customers, generally are not related to the functionality of our software and are recognized as revenue when resources
are consumed. Since each professional services agreement represents a unique, ad hoc engagement, professional services revenue may fluctuate from period to period.

Contribution.  Contribution  revenue  consists  of  funds  received  under  a  non-reciprocal  agreement  with  Gates  Ventures,  LLC.  The  agreement  is  an  unconditional  non-
exchange contribution without restrictions and the initial contribution was invoiced upon execution of the agreement.  Revenue was recognized upon execution of the agreement
when invoiced in accordance with Accounting Standard Codification, or ASC Topic 958, Not-for-Profit Entities as the agreement is not an exchange transaction.

Drug Discovery Revenue

We  currently  generate  drug  discovery  revenue  from  discovery  collaboration  arrangements,  including  research  funding  payments  and  discovery  and  development
milestones.  We  expect  our  drug  discovery  revenue  to  trend  higher  over  time  as  collaboration  arrangements  advance  and  we  receive  additional  revenue  from  research  funding
payments,  the  achievement  of  discovery,  development,  and  commercial  milestones,  option  fees,  and  royalties  on  commercial  drug  sales.  The  majority  of  our  current
collaborations are in the discovery stage. Milestone payments typically increase in magnitude as a program advances. In addition to revenue from our collaborations, we may also
derive drug discovery revenue from entering into collaborations or out-licensing our internal drug discovery programs when we believe it will help maximize the commercial
potential  of  the  program.  For  example,  in  November  2020,  we  entered  into  an  exclusive,  worldwide  collaboration  and  license  agreement  with  BMS,  pursuant  to  which  we
received an upfront payment of $55.0 million from BMS, of which approximately $1.0 million is included in our drug discovery

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revenue for the year ended December 31, 2020. However, we expect that our revenue will fluctuate from period to period due to the inherently uncertain nature of the timing of
milestone achievement and our dependence on the program decisions of our collaborators.

Cost of Revenues

Software products and services. Cost of revenues for software includes personnel-related expenses (comprised of salaries, benefits, and stock-based compensation) for
employees directly involved in the delivery of software solutions, maintenance and professional services, royalties paid for products sold and services performed using third-party
licensed software functionality, and allocated overhead (facilities and information technology support) costs. Pursuant to various third party arrangements, we license technology
that is used in our software. These arrangements require us to pay royalties based on sales volume, and such royalty payments represented 6.3% and 6.7% of software revenues in
the years ended December 31, 2020 and 2019, respectively.

Drug discovery. Costs of revenue for drug discovery includes personnel-related expenses and costs of third-party contract research organizations, or CROs, that support
discovery activities in our collaborations, royalties paid for services performed using third-party licensed software functionality, and allocated compute capacity and overhead
costs. While we have incurred costs associated with discovery efforts for this collaboration since late 2017, we have recognized and expect to continue to recognize revenues in
the future if and when milestones are achieved. Generally, drug discovery costs of revenue for collaborations are incurred in advance of the revenue milestone achievement.

Royalty payments to third-parties represented 11.2% and 6.7% of drug discovery revenues in the years ended December 31, 2020 and 2019, respectively. We expect our

drug discovery costs of revenue to trend higher over time as our discovery collaborations advance.

Gross Profit and Gross Margin

Gross profit represents revenue less cost of revenues. Gross margin is gross profit expressed as a percentage of revenue. Our software products and services gross margin
may fluctuate from period to period as our revenue fluctuates, and as a result of changes in sales mix between on-premise and hosted software solutions. For example, the cost of
royalties  due  for  sales  of  our  hosted  software  arrangements  are  recognized  upfront,  whereas  the  associated  revenue  is  recognized  over  the  term  of  the  underlying  agreement.
Currently, gross margin is not meaningful for measuring the operating results of our drug discovery business.

Research and Development Expense

Research and development expense accounts for a significant portion of our operating expenses. We recognize research and development expense as incurred. Research
and  development  expense  consists  of  internal  drug  discovery  program  costs  and  costs  incurred  for  continuous  development  of  the  technology  and  science  that  supports  our
computational platform, primarily:

•

•

•

personnel-related expenses, including salaries, benefits, bonuses, and stock-based compensation for employees engaged in research and development functions;

expenses incurred under agreements with third-party CROs and consultants involved in our internal discovery programs; and

allocated compute capacity on our internal discovery programs and overhead (facilities and information technology support) costs.

We expect our research and development expense to increase substantially in absolute dollars for the foreseeable future as we continue to invest in activities related to
discovery and development of our internal drug discovery programs, in advancing our platform, and as we incur expenses associated with hiring additional personnel directly
involved  in  such  efforts.  At  this  time,  we  do  not  know,  nor  can  we  reasonably  estimate,  the  nature,  timing,  or  costs  of  the  efforts  that  will  be  necessary  to  complete  the
development  of  any  of  our  internal  drug  discovery  programs.  Since  our  internal  drug  discovery  efforts  are  at  a  very  early  stage,  currently  we  do  not  track  research  and
development expense on a program-by-program basis.

Sales and Marketing Expense

Sales  and  marketing  expense  consists  primarily  of  personnel-related  costs  for  our  sales  and  marketing  staff  and  application  scientists  supporting  our  sales  efforts,
including  salaries,  benefits,  bonuses,  and  stock-based  compensation.  Other  sales  and  marketing  costs  include  promotional  events  that  promote  and  expand  knowledge  of  our
company and platform, including industry conferences and events and our annual user group meetings in the United States and Europe, advertising, and allocated overhead costs.
Most

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operating costs of our sales offices in Europe and Japan are included in sales and marketing expense. Due to the inherent scientific complexity of our software solutions, a high
level of scientific expertise is needed to support our sales and marketing efforts. We plan to make focused investments in sales and marketing over the foreseeable future to foster
the growth of our business as we aim to expand software sales to existing customers and increase our customer base.

General and Administrative Expense

General and administrative expense consists of personnel-related expenses associated with our executive, legal, finance, human resources, information technology, and
other  administrative  functions,  including  salaries,  benefits,  bonuses,  and  stock-based  compensation.  General  and  administrative  expense  also  includes  professional  fees  for
external legal, accounting and other consulting services, allocated overhead costs, and other general operating expenses.

We expect to increase the size of our general and administrative staff to support the anticipated growth of our business. We expect to continue to incur additional expenses
as a result of operating as a public company, including costs to comply with the rules and regulations applicable to companies listed on a U.S. securities exchange and costs
related to compliance and reporting obligations pursuant to the rules and regulations of the Securities and Exchange Commission, or SEC. In addition, as a public company, we
expect to continue to incur increased expenses such as insurance and professional services. As a result, we expect the dollar amount of our general and administrative expense to
increase for the foreseeable future.

Gain on Equity Investments

Gain on equity investments consists of realized gains in the form of cash distributions received from our equity investments.

Change in Fair Value

Fair  value  gains  and  losses  consist  of  adjustments  to  the  fair  value  of  our  equity  investments,  including  Nimbus,  Morphic  Holding,  Inc.,  or  Morphic,  and  Relay
Therapeutics, Inc., or Relay. Morphic and Relay became publicly traded companies in June 2019 and July 2020, respectively. As such, fair value is determined as the current
market value of the respective common stock as of the reporting date. We remeasure our investments at each period end.

Prior  to  Morphic’s  initial  public  offering,  fair  value  changes  for  our  Morphic  investment  were  determined  under  the  hypothetical  liquidation  book  value,  or  HLBV,
method. For further information regarding the HLBV method, see “—Critical Accounting Policies and Significant Judgments and Estimates—Valuation of Equity Investments” in
this Annual Report.

Prior to Relay’s initial public offering, fair value changes for our Relay investment were determined under the cost method. In January 2021, we disposed of our equity

stake in Relay for aggregate consideration of $15.7 million.

We expect that fair value gains and losses may fluctuate significantly in future periods.

Interest Income

Interest income consists of interest earned on our cash equivalents and marketable securities.

Income Tax Expense (Benefit)

Income tax expense (benefit) consists of U.S. federal and state income taxes and income taxes in certain foreign jurisdictions in which we conduct business. We maintain

a full valuation allowance on our federal and state deferred tax assets as we have concluded that it is not more likely than not that the deferred tax assets will be realized.

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Results of Operations

Comparison of the years ended December 31, 2020 and 2019

The following table summarizes our results of operations data for the years ended December 31, 2020 and 2019:

Year Ended December 31,

2020

2019
(in thousands)

Change

$

%

Revenues:

Software products and services
Drug discovery

Total revenues

Cost of revenues:

Software products and services
Drug discovery

Total cost of revenues

Gross profit
Operating expenses:

Research and development
Sales and marketing
General and administrative
Total operating expenses
Loss from operations

Other income:

Gain on equity investments
Change in fair value
Interest income

Total other income

Loss before income taxes

Income tax expense (benefit)
Net loss
Net loss attributable to noncontrolling interest
Net loss attributable to Schrödinger stockholders

Revenues

Revenues:

On-premise software
Hosted software
Software maintenance
Professional services
Contribution

Total software products and services

Drug discovery

Total revenues

  $

92,530    $
15,565   
108,095   

66,735    $
18,808   
85,543   

18,003   
26,620   
44,623   
63,472   

64,695   
17,795   
41,898   
124,388   
(60,916)  

4,108   
28,263   
2,253   
34,624   
(26,292)  
345   
(26,637)  
(2,174)  
(24,463)   $

13,646   
22,804   
36,450   
49,093   

39,404   
21,364   
27,040   
87,808   
(38,715)  

943   
9,922   
1,878   
12,743   
(25,972)  
(291)  
(25,681)  
(1,110)  
(24,571)   $

39%
-17%
26%

32%
17%
22%
29%

64%
-17%
55%
42%
57%

25,795   
(3,243)  
22,552   

4,357   
3,816   
8,173   
14,379   

25,291   
(3,569)  
14,858   
36,580   
(22,201)  

3,165   
18,341   
375   
21,881   
(320)  
636   
(956)  
(1,064)  
108   

Year Ended December 31,

2020

2019
(in thousands)

Change

$

%

58,311    $
9,192   
14,465   
9,562   
1,000   
92,530   
15,565   
108,095    $

42,647    $
7,418   
11,643   
5,027   
—   
66,735   
18,808   
85,543    $

15,664   
1,774   
2,822   
4,535   
1,000   
25,795   
(3,243)  
22,552   

37%
24%
24%
90%
—
39%
-17%
26%

  $

  $

  $

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On-premise software. The increase in revenues for on-premise software was primarily attributable to existing and new customer growth, and an increase in multi-year

arrangements during 2020 as compared to 2019.

Hosted software. The increase in revenues for hosted software was primarily due to increased spend from existing hosted customers, as well as new customers purchasing

hosted software subscriptions, for which revenue is recognized ratably over time.

Software maintenance. The increase in revenues for software maintenance was primarily due to the increase in on-premise software sales in previous years, offset by an

overall reduction in the cost to provide such services. Software maintenance revenue is recognized over time.

Professional services. The increase in revenues from professional services was primarily due to revenue from significant technology service projects that began in late

2019, as well as an increased number of modeling service contracts.

Contributions. Contribution revenue during 2020 was due to an agreement with Gates Ventures, LLC, which began in June 2020.

Drug discovery. The decrease in revenues for drug discovery was primarily due to the timing and amount of collaboration milestones achieved during 2020 as compared

to 2019.

Cost of Revenues

Cost of revenues:

Software products and services

Gross margin

Drug discovery

Year Ended December 31,

2020

2019
(in thousands)

Change

$

  $

18,003 

  $

81%  

26,620 

13,646 

  $

80%  

22,804 

4,357   

3,816   

%

32%

17%

Software  products  and  services.  The  increase  in  cost  of  revenues  for  software  products  and  services  was  attributable  to  increases  of  approximately  $2.6  million  in
personnel-related  expense,  approximately  $1.5  million  in  royalty  expense  due  to  higher  sales  levels,  and  approximately  $0.4  million  in  other  costs,  offset  by  a  decrease  of
approximately $0.2 million in travel and entertainment expense due to COVID-19. The increase in gross margin was primarily attributable to sales mix.

Drug  discovery.  The  increase  in  cost  of  revenues  for  drug  discovery  was  attributable  to  increases  of  approximately  $3.3  million  in  personnel-related  expense,
approximately $0.7 million in compute capacity costs, and approximately $0.4 million in royalty expense, offset by a decrease of approximately $0.6 million in third-party CRO
costs to support collaborations.

Research and Development Expense

Research and development

Year Ended December 31,

2020

2019
(in thousands)

Change

$

  $

64,695    $

39,404    $

25,291   

%

64%

The increase in research and development expense was attributable to increases of approximately $11.7 million in personnel-related expense, approximately $10.1 million
in CRO costs associated with the expansion and progression of internal drug discovery programs, approximately $2.3 million in compute capacity costs, and approximately $1.1
million in other expenses.

Sales and Marketing Expense

Sales and marketing

Year Ended December 31,

2020

2019
(in thousands)

Change

$

%

  $

17,795    $

21,364    $

(3,569)  

-17%

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The decrease in sales and marketing expense was attributable to a decrease of approximately $2.7 million in personnel-related expense, a decrease of approximately $1.2

million in travel and entertainment expenses due to COVD-19, partially offset by an increase of $0.3 million in other expenses.

General and Administrative Expense

General and administrative

Year Ended December 31,

2020

2019
(in thousands)

Change

$

  $

41,898    $

27,040    $

14,858   

%

55%

The  increase  in  general  and  administrative  expense  was  attributable  to  an  increase  of  approximately  $10.5  million  of  personnel-related  expense,  and  an  increase  of
approximately $7.5 million in other expenses, primarily reflecting costs necessary to build a public company infrastructure, partially offset by a $3.3 million reduction for non-
comparable items recognized during 2019.

Gain on Equity Investment

Gain on equity investments

Year Ended December 31,

2020

2019
(in thousands)

Change

  $

4,108    $

943    $

3,165

The gain on equity investments during 2020 represents realized gains in the form of a cash distribution received from the Petra Pharma Corporation, or Petra, merger in
May 2020 on account of our equity stake in Petra. The gain on equity investments during 2019 represents realized gains in the form of a cash distribution received from our
Nimbus investment.

Change in Fair Value

Change in fair value

Year Ended December 31,

2020

2019
(in thousands)

Change

  $

28,263    $

9,922    $

18,341

The change in fair value during 2020 was due to a gain on our investment in Relay of $17.6 million and a gain on our investment in Morphic of $13.7 million, offset by a
loss on our investment in Nimbus of $3.0 million.  The change in fair value during 2019 was due to a $14.1 million gain on our investment in Morphic, offset by a $4.2 million
loss on our investment in Nimbus.

Interest Income

Interest income

Year Ended December 31,

2020

2019
(in thousands)

Change

  $

2,253    $

1,878    $

375

The  increase  in  interest  income  was  attributable  to  increased  earnings  on  our  investment  portfolio  balance,  which  increased  significantly  year-over-year  due  to  the
investment of proceeds from our initial public offering in February 2020 and our follow-on public offering in August 2020, partially offset by a significant reduction in interest
rates year-over-year.

Income Tax Expense (Benefit)

Income tax expense (benefit)

Year Ended December 31,

2020

2019
(in thousands)

Change

  $

345    $

(291)   $

636

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Due to the full valuation allowance on our U.S. federal and state deferred tax assets, income tax expense (benefit) represents our income tax obligations in certain foreign
jurisdictions in which we conduct business. The income tax benefit during the year ended December 31, 2019 is due to alternative minimum tax credits previously utilized that
are refundable under the Tax Cuts and Jobs Act of 2017.

Quarterly Results of Operations

The following tables summarize our selected unaudited quarterly results of operations data for each of the eight quarters in the period ended December 31, 2020. The
information for each of these quarters has been prepared on the same basis as our audited annual consolidated financial statements and reflect, in the opinion of management, all
adjustments of a normal, recurring nature that are necessary for the fair statement of the results of operations for these periods. This data should be read in conjunction with our
audited consolidated financial statements included elsewhere in this Annual Report. Historical results are not necessarily indicative of the results that may be expected for the full
fiscal year or any other period.

Revenues:

Software products and services
Drug discovery

Total revenues

Cost of revenues:

Software products and services(1)
Drug discovery(1)

Total cost of revenues

Gross profit

Operating expenses:

Research and development(1)
Sales and marketing(1)
General and administrative(1)
Total operating expenses
Loss from operations

Other (expense) income:

Gain on equity investment
Change in fair value
Interest income

Total other (expense) income

(Loss) income before income taxes

Income tax expense (benefit)

Net (loss) income
Net loss attributable to
noncontrolling interest
Net (loss) income
attributable to
Schrodinger
stockholders

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

Three Months Ended

$

$

24,957  
8,075  
33,032  

5,806  
8,234  
14,040  
18,992  

17,319  
4,675  
13,582  
35,576  
(16,584 )

(48 )
4,750  
521  
5,223  
(11,361 )
225  
(11,586 )

(447 )

$

22,861  
2,936  
25,797  

4,334  
6,191  
10,525  
15,272  

17,019  
3,969  
9,729  
30,717  
(15,445 )

—  
18,233  
463  
18,696  
3,251  
(35 )
3,286  

(566 )

$

20,900  
2,192  
23,092  

3,862  
5,647  
9,509  
13,583  

16,657  
4,362  
9,651  
30,670  
(17,087 )

4,156  
8,359  
570  
13,085  
(4,002 )
64  
(4,066 )

(716 )

(in thousands)

  $

23,812  
2,362  
26,174  

4,001  
6,548  
10,549  
15,625  

13,700  
4,789  
8,936  
27,425  
(11,800 )

—  
(3,079 )
699  
(2,380 )
(14,180 )
91  
(14,271 )

(445 )

  $

17,530  
8,302  
25,832  

3,745  
6,560  
10,305  
15,527  

11,082  
5,743  
6,549  
23,374  
(7,847 )

943  
(685 )
415  
673  
(7,174 )
(29 )
(7,145 )

(375 )

16,118  
3,842  
19,960  

3,097  
6,152  
9,249  
10,711  

10,353  
5,185  
6,465  
22,003  
(11,292 )

—  
(1,427 )
501  
(926 )
(12,218 )
(257 )
(11,961 )

(454 )

  $

  $

14,482  
4,528  
19,010  

3,671  
5,488  
9,159  
9,851  

9,531  
5,343  
8,940  
23,814  
(13,963 )

—  
12,661  
524  
13,185  
(778 )
(51 )
(727 )

(227 )

18,605  
2,136  
20,741  

3,133  
4,604  
7,737  
13,004  

8,438  
5,093  
5,086  
18,617  
(5,613 )

—  
(627 )
438  
(189 )
(5,802 )
46  
(5,848 )

(54 )

$

(11,139 )

$

3,852  

$

(3,350 )

$

(13,826 )

  $

(6,770 )

  $

(11,507 )

  $

(500 )

  $

(5,794 )

(1)

Includes stock-based compensation as indicated in the table located further below.

Revenues:

Revenues:

On-premise software
Hosted software
Software maintenance
Professional services

Revenue from contracts
   with customers

Contribution

Total software products
   and services revenue

Drug discovery

Total revenues

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

Three Months Ended

  $

  $

16,542  
2,373  
3,841  
2,201  

24,957  
-  

24,957  
8,075  
33,032  

  $

  $

15,064  
2,374  
3,536  
1,887  

22,861  
-  

22,861  
2,936  
25,797  

  $

  $

11,105  
2,312  
3,551  
2,932  

19,900  
1,000  

20,900  
2,192  
23,092  

  $

  $

90

(in thousands)

15,600  
2,133  
3,537  
2,542  

23,812  
-  

23,812  
2,362  
26,174  

  $

  $

10,723  
1,934  
3,181  
1,692  

17,530  
-  

17,530  
8,302  
25,832  

  $

  $

10,300  
1,862  
3,025  
931  

16,118  
-  

16,118  
3,842  
19,960  

  $

  $

8,601  
1,911  
2,848  
1,122  

14,482  
-  

14,482  
4,528  
19,010  

  $

  $

13,023  
1,711  
2,589  
1,282  

18,605  
-  

18,605  
2,136  
20,741  

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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Deferred Revenue:

Deferred revenue

  $

86,567  

  $

21,659  

  $

25,117  

  $

(in thousands)

23,835  

  $

27,259  

  $

19,129  

  $

22,417  

  $

17,970  

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

As of

Gross Margin:

Software products and services
   gross margin

Stock-Based Compensation:

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

Three Months Ended

77 %  

81 %  

82 %  

83 %  

79 %  

81 %  

75 %  

83 %

Stock-based compensation:

Cost of revenues:

Software products and
   services
Drug discovery

Research and development
Sales and marketing
General and administrative

Total stock-based
   compensation expense

Depreciation:

Depreciation:

Cost of revenues:

Software products and
   services
Drug discovery

Research and development
Sales and marketing
General and administrative

Total depreciation
     expense

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

Three Months Ended

  $

$

152  
276  
863  
141  
1,571  

$

169  
230  
857  
165  
1,617  

  $

124  
181  
822  
116  
1,486  

(in thousands)

  $

85  
168  
508  
93  
921  

  $

42  
62  
122  
86  
269  

  $

41  
60  
114  
79  
267  

  $

33  
48  
113  
75  
262  

  $

3,003  

$

3,038  

  $

2,729  

  $

1,775  

  $

581  

  $

561  

  $

531  

  $

December 31,
2020

September 30,
2020

June 30,
2020

March 31,
2020

December 31,
2019

September 30,
2019

June 30,
2019

March 31,
2019

Three Months Ended

  $

$

67  
226  
222  
39  
457  

$

62  
213  
212  
30  
372  

  $

48  
205  
200  
39  
388  

(in thousands)

  $

43  
193  
176  
34  
432  

  $

—  
229  
157  
43  
479  

  $

—  
234  
159  
44  
502  

  $

—  
227  
155  
37  
497  

  $

1,011  

$

889  

  $

880  

  $

878  

  $

908  

  $

939  

  $

916  

  $

36  
53  
111  
71  
249  

520  

—  
219  
147  
30  
481  

877  

Quarterly Revenue Trends

On-premise software revenue is subject to seasonality that favors the first quarter of each year, although for 2020 the trend is shifting toward the fourth quarter, primarily
due to the calendar year timing of customer renewals for on-premise software arrangements, for which revenue is recognized at a single point in time. Hosted software revenue
grew more steadily in the periods presented, as existing customers and new customers increased their spend on hosted solutions, for which revenue is recognized over time. As a
result, a substantial portion of the software products and services revenue we reported in each period was attributable to sales we made in prior periods. Software maintenance
revenue is related to on-premise software sales and also is recognized ratably over the term of the underlying agreement. Therefore, increases or decreases in customer sales,
customer expansion, or renewals in a period may not be immediately reflected in revenue for the period. Our professional services arrangements are typically project-based and,
therefore,  fluctuated  based  on  individual  customer  needs  and  ongoing  project  support.  Drug  discovery  revenue  fluctuated  from  period  to  period  based  on  the  achievement  of
specific  collaboration  milestones.  The  majority  of  our  current  collaborations  are  in  the  discovery  stage.  Milestone  payments  typically  increase  in  magnitude  as  a  program
advances.

Quarterly Deferred Revenue Trends

Deferred revenue consists of the unearned portion of customer billings, which is recognized as revenue in accordance with our revenue recognition policy, as well as the

unearned portion of unbilled collaboration milestones that are deemed probable in advance

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of actual achievement. Deferred revenue balances have generally increased over the periods presented, but have fluctuated based on the timing of sales, shifts in product mix,
fluctuations to the number and size of milestones that were deemed probable in advance of actual achievement, and the measurement of progress toward completion for service
projects.

Quarterly Gross Margin Trends

Our software products and services gross margin experienced fluctuations over the periods presented due to increased headcount and the product mix for software and
services, as the cost of royalties due on sales of our hosted software is recognized upfront, while the associated revenue is recognized over the term of the related agreement.
Currently, gross margin is not meaningful for measuring the operating results of our drug discovery business.

Quarterly Operating Expense Trends

Operating expenses generally increased during the periods presented due to increased headcount and personnel-related expenses involved in research and development,
sales and marketing, general and administrative activities, and CRO costs related to our internal drug discovery programs. These increases in headcount across our operations
have supported the overall growth and management of our business. CRO cost increases were driven by the launch and expansion of our internal drug discovery programs.

Quarterly Other (Expense) Income Trends

Other (expense) income during the periods presented consisted primarily of fair value gains and losses related to our equity investments in Nimbus, Morphic and Relay,

our realized gain from the Petra Corporation merger, and, to a lesser degree, interest income.

Segment Information

The following tables summarize segment information for the years ended December 31, 2020 and 2019. See Note 15 in our audited consolidated financial statements for

additional information regarding our segments.

Segment  gross  profit  is  derived  by  deducting  operational  expenditures,  with  the  exception  of  research  and  development,  sales  and  marketing,  and  general  and
administrative activities, from U.S. GAAP revenue. Operational expenditures are expenditures made that are directly attributable to the reportable segment. In many cases, these
expenditures  are  allocated  to  the  segments  based  on  headcount.  The  reportable  segment  expenditures  include  compensation,  supplies,  and  services  from  contract  research
organizations.

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Certain cost items are not allocated to our reportable segments. These cost items primarily consist of compensation and general operational expenses associated with our
research  and  development,  sales  and  marketing,  and  general  and  administrative  activities. These  costs  are  incurred  by  both  segments  and,  due  to  the  integrated  nature  of  our
software and drug discovery segments, any allocation methodology would be arbitrary and provide no meaningful analysis. Additionally, we report assets on a consolidated basis
and do not allocate assets to our reportable segments for purposes of assessing segment performance or allocating resources.

Segment revenues:
Software
Drug discovery

Total segment revenues

Segment gross profit:
Software
Drug discovery

Total segment gross profit
Unallocated (expense) income:
Research and development
Sales and marketing
General and administrative
Gain on equity investment
Change in fair value
Interest
Income taxes

Consolidated net loss

Liquidity and Capital Resources

Year Ended December 31,

2020

2019

(in thousands)

  $

  $

  $

  $

92,530    $
15,565   
108,095    $

74,527    $
(11,055)  
63,472   

(64,695)  
(17,795)  
(41,898)  
4,108   
28,263   
2,253   
(345)  
(26,637)   $

66,735 
18,808 
85,543 

53,089 
(3,996)
49,093 

(39,404)
(21,364)
(27,040)
943 
9,922 
1,878 
291 
(25,681)

Historically we have incurred substantial operating losses and expect to continue to incur significant operating losses for the foreseeable future, we have not maintained
profitability and may never become profitable in the future. As of December 31, 2020, we had an accumulated deficit of $129.6 million. Our operating cash flows are impacted by
the magnitude and timing of our software sales and by the magnitude and timing of our drug discovery milestone achievements and research funding fees. Our primary use of
cash is to fund operating expenses, which consist of research and development, sales and marketing, and general and administrative expenditures. Cash used to fund operating
expenses is impacted by the timing of when we pay operating expenses to vendors and collect amounts due from customers and collaborators, which is reflected in changes in our
operating assets and liabilities, including accounts payable, accrued expenses, prepaid expenses, deferred revenue, and accounts receivable.

We generate revenues from sales of our software solutions and from upfront payments, research funding and milestone payments from our drug discovery collaborations,
and  have  received  distributions  on  account  of,  or  proceeds  from  the  sale  of,  our  equity  stakes  in  our  collaborators,  all  of  which  we  have  used  to  support  our  research  and
development and other operating expenses. Furthermore, we have financed our operations from sales of our equity securities.

On February 10, 2020, we closed our initial public offering of our common stock, in which we sold 13,664,704 shares of common stock at a public offering price of
$17.00 per share, resulting in net proceeds to us of $209.6 million, after deducting underwriting discounts and commissions and offering expenses borne by us. In addition, on
August  17,  2020,  we  closed  a  follow-on  public  offering,  in  which  we  sold  5,250,000  shares  of  common  stock  at  a  public  offering  price  of  $66.00  per  share,  resulting  in  net
proceeds to us of $325.6 million, after deducting underwriting discounts and commissions and offering expenses borne by us.

As  of  December  31,  2020,  we  had  cash,  cash  equivalents,  restricted  cash,  and  marketable  securities  of  $643.2  million.  Cash  in  excess  of  immediate  requirements  is

invested in accordance with our investment policy, primarily with a view towards capital preservation and liquidity.

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Cash Flows

The following table presents a summary of our cash flows for the periods shown:

Net cash provided by (used in) operating activities
Net cash used in investing activities
Net cash provided by financing activities

Net increase (decrease) in cash and cash equivalents and restricted cash

Operating activities

Year Ended December 31,

2020

2019

(in thousands)

16,757    $

(381,721)  
541,274   
176,310    $

(26,059)
(53,855)
28,684 
(51,230)

  $

  $

During the year ended December 31, 2020, operating activities provided approximately $16.8 million of cash. Cash provided by operating activities increased primarily
from changes in our operating assets and liabilities, which provided cash of approximately $59.2 million primarily due to an increase of $59.7 million in deferred revenue, of
which  approximately  $54.0  million  is  related  to  our  agreement  with  BMS,  and  $12.5  million  of  non-cash  operating  expenses  included  in  net  loss,  including  depreciation  and
stock-based compensation costs. These increases are partially offset by our net loss of $26.6 million and $28.3 million non-cash gain from changes in fair value.

During  the  year  ended  December  31,  2019,  operating  activities  used  approximately  $26.1  million  of  cash,  primarily  resulting  from  net  loss  of  $25.7  million,  which
included a $9.9 million non-cash gain from changes in fair value and a $0.9 million gain on equity investment that is classified as an investing activity, partially offset by $6.2
million of non-cash operating expenses included in net loss, including depreciation and stock-based compensation costs. Changes in our operating assets and liabilities provided
cash of approximately $4.2 million.

Investing activities

During the year ended December 31, 2020, investing activities used approximately $381.7 million of cash, primarily for purchases of marketable securities.

During the year ended December 31, 2019, investing activities used approximately $53.9 million of cash, primarily for purchases of marketable securities.

Financing activities

During the year ended December 31, 2020, financing activities provided approximately $541.3 million of cash, primarily attributable to proceeds from issuances of our

common stock in our initial public and follow-on offerings.

During the year ended December 31, 2019, financing activities provided approximately $28.7 million of cash, primarily attributable to proceeds from issuances of our

Series E preferred stock.

Funding Requirements

We believe that our existing cash, cash equivalents, and marketable securities will be sufficient to fund our operations and capital expenditure requirements for at least the
next 12 months. Our future capital requirements will depend on many factors, including the growth of our software revenue, the timing and extent of spending to support research
and development efforts, the continued expansion of software sales and marketing activities, the timing and receipt of milestone payments from our collaborations, as well as
spending to support, advance, and broaden our internal programs. Furthermore, our capital requirements will also change depending on the timing and receipt of any distributions
we may receive from our equity stakes in our co-founded companies and other drug discovery collaborators and partners. The potential for these distributions, and the amounts
which we may be entitled to receive, are difficult to predict due to the inherent uncertainty of the events which may trigger such distributions.

In  addition,  with  respect  to  our  internal  programs,  as  part  of  our  strategy  we  may  choose  to  enter  into  collaborations  or  pursue  out-licensing  arrangements  when  we
believe it will help maximize the commercial value of any such program. For example, in November 2020, we entered into an exclusive, worldwide collaboration and license
agreement with BMS, pursuant to which we and BMS agreed to collaborate in the discovery, research and development of small molecule compounds for biological targets in the

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oncology, neurology and immunology therapeutic areas. Under the terms of the agreement, we received an 55.0 million upfront payment from BMS, and we are eligible to receive
up to $2.7 billion in total milestone payments from BMS across all potential targets, as well as a tiered percentage royalty on net sales of each product commercialized by BMS
ranging  from  mid-single  digits  to  low-double  digits,  subject  to  certain  specified  reductions. However, under  this  agreement  and  any  other  future  arrangements,  the  potential
amounts we may be entitled to and the likelihood and timing of such payments, including at what stage of discovery or development we may choose to pursue such arrangements,
is uncertain.

We may be required to seek additional equity or debt financing. In the event that we require additional financing, we may not be able to raise such financing on terms
acceptable to us or at all. If we are unable to raise additional capital or generate cash flows necessary to maintain or expand our operations and invest in our platform, we may not
be  able  to  compete  successfully,  which  would  harm  our  business,  operations  and  financial  condition.  In  addition,  we  may  seek  additional  capital  due  to  favorable  market
conditions or strategic considerations, even if we believe we have sufficient funds for our current or future operating plans.

Contractual Obligations and Commitments

The following table summarizes our contractual obligations as of December 31, 2020:

Total

Less than
1 Year

1 to 3
Years
(in thousands)

3 to 5
Years

More
than
5 Years

Operating lease obligations(1)

  $

12,341    $

4,622    $

3,652    $

3,105    $

962

(1)

Operating lease obligations consist of our continuing rent obligations through January 2029, primarily for our principal offices located in New York, New York and Portland, Oregon, which expire in August 2021
and August 2026, respectively.

In November 2019, we entered into a three-year agreement with a third-party cloud provider for compute power. The agreement originally contained a minimum payment
obligation, which totaled $18 million over the three years after the date we entered into the agreement. In December 2020, we entered into a new five-year agreement with such
party for compute power, which replaced the prior three-year agreement. The agreement contains a minimum payment obligation, which totals $60 million over the five years
after the date we entered into the subsequent agreement. These amounts are not included in the table above because there is not an annual commitment.

We enter into agreements in the normal course of business with CRO vendors for research and preclinical studies, professional consultants for expert advice, and other
vendors for various products and services. We have not included these payments in the table of contractual obligations above since the contracts do not contain any minimum
purchase commitments and are cancelable at any time by us, generally upon 30 days prior written notice, and therefore we believe that our non-cancelable obligations under these
agreements are not material. We have also agreed to pay volume-based royalties to third parties for use of software functionality under various licensing and related agreements.

Income Taxes

At December 31, 2020, we had federal and state net operating loss carryforwards of approximately $206.3 million and $126.7 million, respectively. These carryforwards,
with the exception of federal net operating losses generated post 2017, will expire between 2022 and 2040, if not used by us to reduce income taxes payable in future periods.
Utilization of post 2017 federal net operating loss carryforwards is limited to 80% of taxable income generated in a given tax year and carry forward indefinitely. At December
31,  2020,  we  had  federal  and  state  research  and  development  tax  credit  carryforwards  of  approximately  $9.4  million  and  $0.5  million,  respectively.  These  carryforwards  will
expire between 2021 and 2040 if not used by us to reduce income taxes payable in future periods.

As required by ASC Topic 740, Income Taxes, our management has evaluated the positive and negative evidence bearing upon the realizability of our deferred tax assets,
which are composed principally of net operating loss carryforwards and research and development credit carryforwards. Management has determined that it is more likely than
not that we will not realize the benefits of our federal and state deferred tax assets and, as a result, a valuation allowance of $58.2 million and $35.3 million has been established
at  December  31,  2020  and  2019,  respectively.  The  change  in  the  valuation  allowance  for  the  years  ended  December  31,  2020  and  2019  was  $22.9  million  and  $7.7  million,
respectively. We recorded income tax expense of $0.3 million for the year ended December 31, 2020 and income tax benefit of $0.3 million for the year ended December 31,
2019.

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Seasonality

Historically, the first quarter of each year has typically been our largest quarter for software products and services revenue, although for 2020 the fourth quarter was our
largest quarter, primarily due to the timing of customer renewals of on-premise software arrangements, for which revenue is recognized at a single point in time. Seasonality has
been a less significant factor for our hosted software arrangements, for which revenue is recognized ratably over time. Seasonality has not been a factor for our drug discovery
revenues. Historical seasonality may not be indicative of future periods.

Off-Balance Sheet Arrangements

During the periods presented, we did not have, and currently we do not have, any off-balance sheet arrangements, as defined under the rules and regulations of the SEC.

Critical Accounting Policies and Significant Judgments and Estimates

Critical accounting policies are those that are both most important to the portrayal of a company's financial condition and results, and that require management's most
difficult, subjective, and complex judgments, often as a result of the need to make estimates about the effect of matters that are inherently uncertain. Our management’s discussion
and analysis of our financial condition and results of operations is based on our consolidated financial statements, which have been prepared in accordance with U.S. GAAP. The
preparation of these consolidated financial statements requires us to make judgments and estimates that affect the reported amounts of assets, liabilities, revenues, and expenses
and the disclosure of contingent assets and liabilities in our consolidated financial statements and the accompanying notes. We base our estimates on historical experience, known
trends and events, and our beliefs of what could occur in the future considering available information. Actual results may differ from these estimates under different assumptions
or  conditions.  On  an  ongoing  basis,  we  evaluate  our  judgments  and  estimates  in  light  of  changes  in  circumstances,  facts,  and  experience.  The  effects  of  material  revisions  in
estimates, if any, are reflected in the consolidated financial statements prospectively from the date of change in estimates.

While our significant accounting policies are described in more detail Note 2 – Significant Accounting Policies to our consolidated financial statements appearing in Item
8 of this Annual Report, we believe the following accounting policies used in the preparation of our consolidated financial statements require the most difficult, subjective and
complex judgments and estimates.

Revenue

We recognize revenue in accordance with ASC 606, Revenue from Contracts with Customers. In accordance with ASC 606, we recognize revenue when our customer
obtains control of promised goods or services, in an amount that reflects the consideration which we expect to receive in exchange for those goods or services. To determine
revenue  recognition  for  arrangements  that  we  determine  are  within  the  scope  of  ASC  606,  we  perform  the  following  five  steps:  (i)  identify  the  contract(s)  with  a  customer;
(ii) identify the performance obligations in the contract; (iii) determine the transaction price; (iv) allocate the transaction price to the performance obligations in the contract; and
(v) recognize revenue when or as we satisfy a performance obligation.

Our  software  revenue  may  include  upfront  payments  for  the  performance  of  services  in  the  future,  which  have  both  fixed  and  variable  consideration.  At  contract
inception,  we  assess  the  goods  or  services  promised  within  each  contract  that  falls  under  the  scope  of  ASC  606  to  identify  distinct  performance  obligations.  We  allocate  the
transaction price to each distinct performance obligation based on a relative stand-alone selling price, which requires our judgement. We then recognize as revenue the amount of
the transaction price that is allocated to the respective performance obligation when or as the performance obligation is satisfied.

We  include  the  unconstrained  amount  of  estimated  variable  consideration  in  the  transaction  price.  The  amount  included  in  the  transaction  price  is  constrained  to  the
amount for which it is probable that a significant reversal of cumulative revenue recognized will not occur. At the end of each subsequent reporting period, we re-evaluate the
estimated variable consideration included in the transaction price and any related constraint and, if necessary, adjust our estimate of the overall transaction price.

Milestone payments: Research and development, regulatory or commercial milestones in our collaboration agreements may include some, but not necessarily all, of the

following types of events:

•

•

•

completion of preclinical research and development work leading to selection of product candidates;

initiation of Phase 1, Phase 2, and Phase 3 clinical trials;

filing of regulatory applications for marketing approval in the United States, Europe or Japan;

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•

•

•

marketing approval in major markets, such as the United States, Europe, or Japan;

commercial milestones and/or commercial royalties; and

achievement of certain other technical, scientific, or development criteria.

At the inception of each arrangement that includes research, development, or regulatory milestone payments, we evaluate whether the milestones are considered probable
of being reached and estimate the amount to be included in the transaction price using the most likely amount method. If it is probable that a significant revenue reversal would
not  occur,  the  associated  milestone  value  is  included  in  the  transaction  price.  Milestone  payments  that  are  not  within  our  control  or  that  of  the  licensee,  such  as  regulatory
approvals, are not considered probable of being achieved until those approvals are received. The transaction price is then allocated to each performance obligation on a relative
stand-alone selling price basis, for which we recognize revenue as or when the performance obligations under the contract are satisfied. At the end of each subsequent reporting
period, we re-evaluate the probability of achievement of such development milestones and any related constraint, and if necessary, adjust our estimate of the overall transaction
price. Any such adjustments are recorded on a cumulative catch-up basis, which may affect license, collaboration, and other revenues and earnings in the period of adjustment.
The process of successfully achieving the criteria for the milestone payments is highly uncertain. Consequently, there is a risk that we may not earn all of the milestone payments
from each of our collaborators.

Collaboration and license agreements: At the inception of each arrangement we allocate the transaction price to each performance obligation based on the relative stand-
alone  selling  price  of  each  performance  obligation  at  inception,  which  will  be  determined  based  on  each  performance  obligation’s  estimated  stand-alone  selling  price.  We
determine the estimated stand-alone selling price at contract inception of the research activities based on internal estimates of the costs to perform the services, inclusive of a
reasonable profit margin. Significant inputs used to determine the total costs to perform the research activities may include the length of time required, the internal hours expected
to  be  incurred  on  the  services  and  the  number  and  costs  of  various  studies  that  will  be  performed  to  complete  the  research  plan.  Revenue  is  recognized  on  a  proportional
performance  basis  over  the  period  of  service,  using  input  based  measurements  to  estimate  the  performance.  Progress  towards  completion  is  remeasured  at  the  end  of  each
reporting period.

Stock-Based Compensation

We estimate the fair value of stock option awards granted using the Black-Scholes option-pricing model, which uses as inputs the fair value of our common stock and

subjective assumptions we make as follows:

Fair Value of Common Stock. As of February 2020, we determine the fair value of our common stock based on the closing price of our common stock as reported

on the Nasdaq Global Select Market.

Expected Term. The expected term of employee stock options represents the weighted average period that the stock options are expected to remain outstanding.

The expected terms were calculated using an average of historical exercises.

Expected Volatility. We base expected future volatility on the historical and implied volatility of comparable publicly traded companies over a similar expected

term.

Expected Dividend Yield. We have never declared or paid any cash dividends and do not presently intend to pay cash dividends in the foreseeable future. As a

result, we used an expected dividend yield of zero.

Risk-Free Interest Rates. We based the risk-free interest rate on the rate for a U.S. Treasury zero-coupon issue with a term that closely approximates the expected

life of the option grant at the date nearest the option grant date.

If any assumptions used in the Black-Scholes option-pricing model change significantly, stock-based compensation for future awards may differ materially compared with

the awards granted previously.

JOBS Act Election

We qualify as an “emerging growth company” as defined in the Jumpstart Our Business Startups Act of 2012, or JOBS Act. An emerging growth company may take

advantage of reduced reporting requirements that are not otherwise applicable to public companies. These provisions include, but are not limited to:

•

not being required to comply with the auditor attestation requirements on the effectiveness of our internal control over financial reporting;

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•

•

•

not being required to comply with any requirement that may be adopted by the PCAOB regarding mandatory audit firm rotation or a supplement to the auditor’s
report providing additional information about the audit and the financial statements (auditor discussion and analysis);

reduced disclosure obligations regarding executive compensation arrangements; and

exemptions from the requirements of holding a nonbinding advisory vote on executive compensation and stockholder approval of any golden parachute payments
not previously approved.

We may use these provisions until December 31, 2025. However, if certain events occur prior to such date, including if we become a “large accelerated filer,” our annual
gross revenues exceed $1.07 billion, or we issue more than $1.0 billion of non-convertible debt in any three-year period, we will cease to be an emerging growth company prior to
the end of such five-year period.

We are also a “smaller reporting company,” as defined in Rule 12b-2 under the Securities Exchange Act of 1934, as amended, or the Exchange Act, although we expect to
cease to be a smaller reporting company in connection with the filing of our Quarterly Report on Form 10-Q for the first quarter of 2021. Similar to emerging growth companies,
smaller  reporting  companies  have  reduced  disclosure  obligations,  such  as  an  ability  to  provide  simplified  executive  compensation  information  and  only  two  years  of  audited
financial statements in an annual report on Form 10-K, with correspondingly reduced “Management’s Discussion and Analysis of Financial Condition and Results of Operations”
disclosure.

The JOBS Act provides that an emerging growth company can take advantage of an extended transition period for complying with new or revised accounting standards,
until those standards apply to private companies. We have elected to take advantage of the benefits of this extended transition period and, therefore, we will not be subject to the
same new or revised accounting standards as other public companies that are not emerging growth companies. Our financial statements may therefore not be comparable to those
of companies that comply with such new or revised accounting standards. Until the date that we are no longer an emerging growth company or affirmatively and irrevocably opt
out of the exemption provided by Section 7(a)(2)(B) of the Securities Act of 1933, as amended, upon issuance of a new or revised accounting standard that applies to our financial
statements and that has a different effective date for public and private companies, we will disclose the date on which we will adopt the recently issued accounting standard.

Recent Accounting Pronouncements

See Note 2 to our consolidated financial statements appearing elsewhere in this Annual Report for a discussion of recent accounting pronouncements.

Item 7A. Quantitative and Qualitative Disclosures About Market Risk.

Our  primary  exposure  to  market  risk  is  interest  rate  sensitivity,  which  is  affected  by  changes  in  the  general  level  of  U.S.  interest  rates,  particularly  because  our
investments, including cash equivalents and marketable securities, are in the form of U.S. Treasury and corporate bonds and a money market fund that is invested in U.S. Treasury
and  corporate  bonds.  Due  to  the  nature  of  these  investments,  an  immediate  10%  change  in  interest  rates  would  not  have  a  material  effect  on  the  fair  market  value  of  this
investment portfolio.

We are also exposed to market risk related to changes in foreign currency exchange rates. We maintain a bank account denominated in Japanese Yen to accommodate
deposits of amounts due from certain customers. We also contract with certain vendors that are located outside of the United States whose invoices are denominated in foreign
currencies. We are subject to fluctuations in foreign currency rates in connection with these arrangements. We do not currently hedge our foreign currency exchange rate risk. Our
cash  balances  and  outstanding  vendor  invoices  denominated  in  foreign  currencies  were  not  material  as  of  December  31,  2020  and  2019,  and  our  market  risk  associated  with
foreign currency exchange rates was deemed insignificant. An immediate 10% change in foreign exchange rates would not have a material effect on our consolidated financial
statements.

Inflation generally affects us by increasing our cost of labor and target development costs. We do not believe that inflation had a material effect on our business, financial

condition, or results of operations for the years ended December 31, 2020 and 2019.

Item 8. Financial Statements and Supplementary Data.

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INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

Report of Independent Registered Public Accounting Firm

Consolidated Balance Sheets as of December 31, 2020 and 2019

Consolidated Statements of Operations for the Years ended December 31, 2020 and 2019

Consolidated Statements of Convertible Preferred Stock and Stockholders’ Deficit 
for the Years ended December 31, 2020 and 2019

Consolidated Statements of Cash Flows for the Years ended December 31, 2020 and 2019

Notes to Consolidated Financial Statements

F-1

F-2

F-3

F-4

F-6

F-7

F-8

 
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

To the Stockholders and Board of Directors
Schrödinger, Inc.:

Opinion on the Consolidated Financial Statements

Report of Independent Registered Public Accounting Firm

We have audited the accompanying consolidated balance sheets of Schrödinger, Inc. and subsidiaries (the Company) as of December 31, 2020 and 2019, the related consolidated
statements of operations, comprehensive loss, convertible preferred stock and stockholders’ equity (deficit), and cash flows for the years then ended, and the related notes
(collectively, the consolidated financial statements). In our opinion, the consolidated financial statements present fairly, in all material respects, the financial position of the
Company as of December 31, 2020 and 2019, and the results of its operations and its cash flows for the years then ended, in conformity with U.S. generally accepted accounting
principles.

Basis for Opinion

These consolidated financial statements are the responsibility of the Company’s management. Our responsibility is to express an opinion on these consolidated financial
statements based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board (United States) (PCAOB) and are required to be
independent with respect to the Company in accordance with the U.S. federal securities laws and the applicable rules and regulations of the Securities and Exchange Commission
and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable assurance about
whether the consolidated financial statements are free of material misstatement, whether due to error or fraud. The Company is not required to have, nor were we engaged to
perform, an audit of its internal control over financial reporting. As part of our audits, we are required to obtain an understanding of internal control over financial reporting but
not for the purpose of expressing an opinion on the effectiveness of the Company’s internal control over financial reporting. Accordingly, we express no such opinion.

Our audits included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or fraud, and performing
procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial
statements. Our audits also included evaluating the accounting principles used and significant estimates made by management, as well as evaluating the overall presentation of the
consolidated financial statements. We believe that our audits provide a reasonable basis for our opinion.

We have served as the Company’s auditor since 2010.

Portland, Oregon
March 4, 2021

/s/ KPMG LLP

F-2

 
 
Table of Contents

SCHRÖDINGER, INC. AND SUBSIDIARIES
Consolidated Balance Sheets
(in thousands, except for share and per share amounts)

Assets

December 31, 2020

December 31, 2019

  $

  $

  $

Current assets:

Cash and cash equivalents
Restricted cash
Marketable securities
Accounts receivable, net of allowance for doubtful accounts of $60 and $50
Unbilled and other receivables
Prepaid expenses

Total current assets
Property and equipment, net
Equity investments
Right of use assets
Other assets

Total assets

Current liabilities:

Liabilities, Convertible Preferred Stock, and Stockholders’ Equity (Deficit)

Accounts payable
Accrued payroll, taxes, and benefits
Deferred revenue
Lease liabilities
Other accrued liabilities

Total current liabilities

Deferred revenue, long-term
Lease liabilities, long-term
Other liabilities, long-term

Total liabilities

Commitments and contingencies (Note 6)
Convertible preferred stock:

Series E convertible preferred stock, $0.01 par value. Authorized zero and 77,150,132
   shares; zero and 73,795,777 shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively
Series D convertible preferred stock, $0.01 par value. Authorized zero and 39,540,611
   shares; zero and 39,540,611 shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively
Series C convertible preferred stock, $0.01 par value. Authorized zero and 47,242,235
   shares; zero and 47,242,235 shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively
Series B convertible preferred stock, $0.01 par value. Authorized zero and 29,468,101
   shares; zero and 29,468,101 shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively
Series A convertible preferred stock, $0.01 par value. Authorized zero and 134,704,785
   shares; zero and 134,704,785 shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively

Total convertible preferred stock

Stockholders’ equity (deficit):

Common stock, $0.01 par value. Authorized 500,000,000 and 425,000,000 shares;
   60,713,534 and 6,121,821 shares issued and outstanding at December 31, 2020
   and December 31, 2019, respectively
Limited common stock, $0.01 par value. Authorized 100,000,000 and 146,199,885 shares;
   9,164,193 and zero shares issued and outstanding at December 31, 2020 and
   December 31, 2019, respectively
Additional paid-in capital
Accumulated deficit
Accumulated other comprehensive income

Total stockholders’ equity (deficit) of Schrödinger stockholders

Noncontrolling interest

Total stockholders’ equity (deficit)

Total liabilities, convertible preferred stock, and stockholders’ equity (deficit)

  $

See accompanying notes to consolidated financial statements.

F-3

  $

  $

  $

202,296  
500  
440,395  
31,423  
3,955 
4,409 
682,978  
5,140 
45,664  
10,129  
2,352 
746,263  

8,398 
12,000  
45,403  
4,543 
2,861 
73,205  
41,164  
7,221 
654  
122,244  

— 

— 

— 

— 

— 
— 

607  

92 
752,558  
(129,559)  

317  
624,015  
4 
624,019  
746,263  

  $

25,986 
500 
59,844 
18,676 
7,062 
6,468 
118,536 
6,268 
15,366 
12,762 
2,338 
155,270 

3,524 
7,034 
25,054 
5,584 
3,824 
45,020 
2,205 
8,888 
900 
57,013 

109,270 

22,000 

19,844 

9,840 

30,626 
191,580 

61 

— 
11,655 
(105,096)
16 
(93,364)
41 
(93,323)
155,270  

 
 
 
 
 
 
 
 
  
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
   
 
 
  
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
   
 
 
  
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
SCHRÖDINGER, INC. AND SUBSIDIARIES
Consolidated Statements of Operations
(in thousands, except for share and per share amounts)

Table of Contents

Revenues:

Software products and services
Drug discovery

Total revenues

Cost of revenues:

Software products and services
Drug discovery

Total cost of revenues
Gross profit

Operating expenses:

Research and development
Sales and marketing
General and administrative

Total operating expenses
Loss from operations

Other income:

Gain on equity investments
Change in fair value
Interest income

Total other income
Loss before income taxes

Income tax expense (benefit)

Net loss
Net loss attributable to noncontrolling interest

Net loss attributable to Schrödinger common and
   limited common stockholders
Net loss per share attributable to Schrödinger
     common and limited common stockholders, basic and diluted:
Weighted average shares used to compute net loss
     per share attributable to Schrödinger common and
     limited common stockholders, basic and diluted:

See accompanying notes to consolidated financial statements.

F-4

Year Ended December 31,

2020

2019

  $

  $

92,530 
15,565 
108,095 

18,003 
26,620 
44,623 
63,472 

64,695 
17,795 
41,898 
124,388 
(60,916)

4,108 
28,263 
2,253 
34,624 
(26,292)
345 
(26,637)
(2,174)

  $

  $

(24,463)

  $

(0.41)

  $

66,735 
18,808 
85,543 

13,646 
22,804 
36,450 
49,093 

39,404 
21,364 
27,040 
87,808 
(38,715)

943 
9,922 
1,878 
12,743 
(25,972)
(291)
(25,681)
(1,110)

(24,571)

(4.09)

60,024,658 

6,004,500  

 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

SCHRÖDINGER, INC. AND SUBSIDIARIES

Consolidated Statements of Comprehensive Loss

(in thousands)

Net loss attributable to Schrödinger common and
   limited common stockholders
Changes in market value of investments, net of tax:

Unrealized gain on marketable securities

Comprehensive loss

See accompanying notes to consolidated financial statements.

F-5

Year Ended December 31,

2020

2019

  $

  $

(24,463)   $

(24,571)

301   
(24,162)   $

25 
(24,546)

 
 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
 
 
 
 
 
Table of Contents

SCHRÖDINGER, INC. AND SUBSIDIARIES

Consolidated Statements of Convertible Preferred Stock and Stockholders’ Equity (Deficit)

(in thousands, except for share amounts)

Series E preferred
stock

Series D preferred
stock

Series C preferred
stock

Series B preferred
stock

Series A preferred
stock

Common stock

Limited common
stock

Additional

paid-in   Accumulated  

Shares

  Amount  

Shares

  Amount  

Shares

  Amount  

Shares

  Amount  

Shares

  Amount    

Shares

  Amount 

Shares

  Amount 

capital

deficit

loss (income)  

interest

Balance at
December 31, 2018   53,669,659   $

79,377     39,540,611   $ 22,000     47,242,235   $ 19,844     29,468,101   $ 9,840     134,704,785   $ 30,626       5,906,976   $

59    

—   $ —   $

8,915   $

(80,525 ) $

(9 ) $

—   $

(71,560 )

  Accumulated    
other
comprehensive 

Non
controlling 

Total
stockholders’  
  equity (deficit) 

—    

—    

—    

—    

—    

—    

—    

—    

—    

—      

—    

—    

—    

—    

—    

—    

25    

—    

25  

  20,126,118    

29,893    

—    

—    

—    

—    

—    

—    

—    

—      

—    

—    

—    

—    

—    

—    

—    

—    

—  

—    

—    

—    

—    

—    

—    

—    

—    

—    

—    

—    

—      

214,845    

2    

547    

—    

—    

—    

—    

—    

—    

—    

—      

—    

—    

—    

—    

2,193    

—    

—    

noncontrolling
interest
Net loss

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—      
—      

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
(24,571 )  

Balance at
December 31, 2019   73,795,777     109,270     39,540,611     22,000     47,242,235     19,844     29,468,101    

9,840     134,704,785     30,626       6,121,821    

61    

—    

—    

11,655    

(105,096 )  

—    

—    

—    
—    

16    

—    

—    

549  

2,193  

1,151    
(1,110 )  

1,151  
(25,681 )

41    

(93,323 )

—    

—    

—    

—    

—    

—    

—    

—    

—    

—      

—    

—    

—    

—    

—    

—    

301    

—    

301  

—    

—    

—    

—    

—    

—    

—    

—    

—    

—    

—    

—       1,398,177    

14    

—    

—    

4,169    

—    

—    

—    

—    

—    

—    

—    

—      

—    

—    

—    

—    

10,545    

—    

—    

—    

—    

—    

—    

4,183  

10,545  

—    

—    

—    

—    

—    

—    

—    

—    

—    

—       13,664,704    

136    

—    

—    

209,497    

—    

—    

—    

209,633  

—    

—    

—    

—    

—    

—    

—    

—    

—    

—       5,250,000    

53    

—    

—    

325,547    

—    

—    

—    

325,600  

  (73,795,777 )   (109,270 )   (17,844,124 )  

(9,928 )  

—    

—    

—    

—     (134,704,785 )   (30,626 )     30,278,832    

303    

—    

—    

149,521    

—    

—    

—    

149,824  

—    

—     (21,696,487 )   (12,072 )   (47,242,235 )   (19,844 )   (29,468,101 )  

(9,840 )  

—    

—      

—    

—     13,164,193    

132    

41,624    

—    

—    

—    

41,756  

—    

—    

—    

—    

—    

—    

—    

—    

—    

—       4,000,000    

40     (4,000,000 )  

(40 )  

—    

—    

—    

—    

—  

—    
—    

—   $

—    
—    

—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—    
—    

—      
—      

—    
—    

—    
—    

—    
—    

—    
—    

—    

—    
(24,463 )  

—    
—    

2,137    
(2,174 )  

2,137  
(26,637 )

—   $

—    

—   $

—    

—   $

—    

—   $

—       60,713,534   $

607     9,164,193   $

92   $ 752,558   $

(129,559 ) $

317   $

4   $

624,019  

Balance at
December 31, 2020  

See accompanying notes to consolidated financial statements.

F-6

Change in
unrealized
   loss on
marketable
   securities
Issuances of
Series E
   preferred
stock, net
   of issuance
costs
   of $127
Issuances of
common
   stock upon
stock
   option
exercise
Stock-based
compensation  
Contributions
by

Change in
unrealized
   loss on
marketable
   securities
Issuances of
common
   stock upon
stock
   option
exercise
Stock-based
compensation  
Issuances of
common
   stock upon
initial
   public
offering, net
  of issuance
costs
   of $22,667
Issuances of
common
   stock upon
follow-on
   offering, net
of
   issuance
costs of
   $20,901
Conversion of
   convertible
   preferred
stock into
   common
stock
Exchange of
   convertible
   preferred
stock into
   limited
common
   stock
Conversion of
limited
   common
stock into
   common
stock
Contributions
by
   non-
controlling
interest
Net loss

 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
   
 
   
 
 
   
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
     
     
  
 
 
 
 
 
 
 
 
 
     
 
 
 
SCHRÖDINGER, INC. AND SUBSIDIARIES

Consolidated Statements of Cash Flows

(in thousands)

Year Ended December 31,

2020

2019

  $

(26,637)

  $

(25,681)

Table of Contents

Cash flows from operating activities:

Net loss
Adjustments to reconcile net loss to net cash provided by (used in)

operating activities:

Gain on equity investments
Noncash revenue from equity investments
Fair value adjustments
Depreciation
Stock-based compensation
Noncash research and development expenses
Noncash investment accretion
Decrease (increase) in assets:
Accounts receivable, net
Unbilled and other receivables
Reduction in the carrying amount of right of use assets
Prepaid expenses and other assets

Increase (decrease) in liabilities:

Accounts payable
Accrued payroll, taxes, and benefits
Deferred revenue
Lease liabilities
Other accrued liabilities

Net cash provided by (used in) operating activities

Cash flows from investing activities:

Purchases of property and equipment
Purchases of equity investments
Distribution from equity investment
Purchases of marketable securities
Proceeds from sale and maturity of marketable securities

Net cash used in investing activities

Cash flows from financing activities:

Issuances of common stock upon initial public offering, net
Issuances of common stock upon follow-on public offering, net
Issuances of Series E preferred stock, net
Issuances of common stock upon stock option exercise
Contribution by noncontrolling interest
Deferred offering costs

Net cash provided by financing activities
Net increase (decrease) in cash and cash equivalents and restricted cash

Cash and cash equivalents and restricted cash, beginning of year
Cash and cash equivalents and restricted cash, end of year

Supplemental disclosure of cash flow and noncash information

Cash paid for income taxes

Supplemental disclosure of non-cash investing and financing activities

Accrued deferred offering costs
Purchases of property and equipment
Acquisitions of right of use assets in exchange for lease obligations
Right of use assets recognized on adoption
Reclassification of deferred financing costs to additional paid-in capital

See accompanying notes to consolidated financial statements.

F-7

  $

$

(4,108)  
(397)  
(28,263)  
3,658 
10,545 
2,137 
646 

(12,747)  
3,468 
5,342 
187 

4,882 
4,966 
59,705 
(5,417)  
(1,210)  
16,757 

(2,538)  
(2,869)  
4,582 
(519,668)  
138,772 
(381,721)  

211,491 
325,600 
— 
4,183 
— 
— 
541,274 
176,310 
26,486 
202,796 

  $

381 

$

— 
8 
2,709 
— 
1,858 

(943)
(186)
(9,922)
3,640 
2,193 
1,051 
(506)

(5,038)
(1,556)
4,177 
410 

(294)
2,948 
6,715 
(4,025)
958 
(26,059)

(1,836)
— 
943 
(110,187)
57,225 
(53,855)

— 
— 
29,893 
549 
100 
(1,858)
28,684 
(51,230)
77,716 
26,486 

139 

2,142 
90 
464 
16,475 
—  

 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
  
 
 
  
 
 
  
 
 
 
 
  
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

SCHRÖDINGER, INC. AND SUBSIDIARIES

Notes to Consolidated Financial Statements

For the years ended December 31, 2020 and 2019

(in thousands, except for share and per share amounts)

(1)

Description of Business

Schrödinger,  Inc.  (the  “Company”)  has  developed  a  differentiated,  physics-based  software  platform  that  enables  discovery  of  high-quality,  novel  molecules  for  drug
development  and  materials  applications  more  rapidly,  at  lower  cost,  and  with,  the  Company  believes,  a  higher  likelihood  of  success  compared  to  traditional  methods.  The
Company  sells  its  software  to  biopharmaceutical  and  industrial  companies,  academic  institutions,  and  government  laboratories.  The  Company  also  applies  its  computational
platform  to  a  broad  pipeline  of  drug  discovery  and  development  programs  in  collaboration  with  biopharmaceutical  companies,  some  of  which  the  Company  co-founded.  In
addition, the Company uses its platform to advance a pipeline of internal drug discovery programs.

On February 10, 2020, the Company completed an initial public offering (“IPO”), in which the Company issued and sold 11,882,352 shares of its common stock at a
public offering price of $17.00 per share.  The underwriters fully exercised their option to purchase an additional 1,782,352 shares of the Company’s common stock at the public
offering price less underwriting discounts. The Company raised $209.6 million in net proceeds after deducting underwriting discounts and commissions and offering expenses
payable by the Company.

Immediately prior to the closing of the IPO, preferred stockholders voluntarily exchanged 98,406,823 shares of preferred stock for an aggregate of 13,164,193 shares of
limited common stock.  In addition, upon the closing of the IPO, the remaining 226,344,686 shares of preferred stock automatically converted into an aggregate of 30,278,832
shares of common stock.

On  August  17,  2020,  the  Company  completed  a  follow-on  public  offering,  in  which  the  Company  issued  and  sold  4,500,000  shares  of  its  common  stock  at  a  public
offering price of $66.00 per share. The underwriters fully exercised their option to purchase an additional 750,000 shares of the Company’s common stock at the public offering
price less underwriting discounts. The Company raised $325.6 million in net proceeds after deducting underwriting discounts and commissions and offering expenses payable by
the Company. In addition, a stockholder of the Company sold 500,000 shares of common stock. The Company did not receive any proceeds from the sale of shares of common
stock by the selling stockholder.

(2)

(a)

Significant Accounting Policies

Recently Issued Accounting Pronouncements

In August 2018, the Financial Accounting Standards Board (“FASB”) issued Accounting Standard Update (“ASU”) No. 2018-13, Changes to Disclosure Requirements
for Fair Value Measurements (Topic 820), which improved the effectiveness of disclosure requirements for recurring and nonrecurring fair value measurements. The standard
removes,  modifies,  and  adds  certain  disclosure  requirements.  The  Company  adopted  this  new  standard  effective  January  1,  2020  with  no  material  impact  on  its  consolidated
financial statements.

In November 2018, the FASB issued ASU No. 2018-18, Collaborative Arrangements (Topic 808) – Clarifying the Interaction between Topic 808 and Topic 606. The
amendments in this ASU clarified that certain transactions between collaborative arrangement participants should be accounted for as revenue under Topic 606, Revenue from
Contracts with Customers, when the collaborative arrangement participant is a customer in the context of a unit of account and precluded recognizing as revenue consideration
received from a collaborative arrangement participant if the participant is not a customer. The new guidance is effective for fiscal years beginning after December 15, 2019. The
Company adopted the amendment on January 1, 2020, with no material impact on its consolidated financial statements.

(b)

Accounting Pronouncements Not Yet Adopted

In June 2016, the FASB issued ASU No. 2016-13, Financial Instruments-Credit Losses (Topic 326) – Measurement of Credit Losses on Financial Instruments, which
requires the measurement and recognition of expected credit losses for financial assets held at amortized cost. ASU 2016-13 replaces the existing incurred loss impairment model
with  an  expected  loss  model  which  requires  the  use  of  forward-looking  information  to  calculate  credit  loss  estimates.  It  also  eliminates  the  concept  of  other-than-temporary
impairment and requires credit losses related to certain available-for-sale debt securities to be recorded through an allowance for credit

F-8

 
 
Table of Contents

losses rather than as a reduction in the amortized cost basis of the securities. These changes result in earlier recognition of credit losses.  The Company will adopt ASU 2016-13 as
of January 1, 2021 and does not expect this adoption to have a significant impact on its consolidated financial statements.

In August 2018, the FASB issued ASU 2018-15, Intangibles-Goodwill and Other-Internal-Use Software (Topic 350): Customer’s Accounting for Implementation Costs
Incurred  in  a  Cloud  Computing  Arrangement  That  is  a  Service  Contract.  This  standard  aligns  the  requirements  for  capitalizing  implementation  costs  incurred  in  a  hosting
arrangement that is a service contract with the requirements for capitalizing implementation costs incurred to develop or obtain internal-use software. The standard is effective for
annual periods beginning after December 15, 2020, and interim periods within annual periods beginning after December 15, 2021, with early adoption permitted. The Company
has not yet adopted ASU 2018-15 and does not expect the adoption to have a significant impact on its consolidated financial statements.

In  December  2019,  the  FASB  issued  ASU  2019-12,  Income  Taxes  (Topic  740)  –  Simplifying  the  Accounting  for  Income  Taxes,  which  simplifies  the  accounting  for
income taxes. This guidance will be effective for the Company in the first quarter of 2021 on a prospective basis, and early adoption is permitted. The Company has not yet
adopted ASU 2019-12, and does not expect this adoption to have a significant impact on its consolidated financial statements.

(c)

Basis of Presentation and Use of Estimates

The preparation of financial statements in conformity with U.S. generally accepted accounting principles (“U.S. GAAP”) requires management to make estimates and
assumptions that affect the reported amounts of assets and liabilities, disclosure of contingent assets and liabilities at the date of the consolidated financial statements, and the
reported amounts of revenues and expenses during the reporting period. Significant estimates include the assumptions used in the allocation of revenue, estimates towards the
progress of completion of collaboration agreements, and the valuation of stock-based compensation. Actual results could differ from those estimates, and such differences may be
material to the consolidated financial statements.

(d)

Principles of Consolidation

The Company’s consolidated financial statements include the accounts of Schrödinger, Inc. and its wholly owned subsidiaries. All intercompany balances and transactions
have been eliminated in consolidation. The functional currency for foreign entities is the United States dollar. The Company accounts for investments over which it has significant
influence, but not a controlling financial interest, using the equity method.

(e)

Cash and Cash Equivalents and Marketable Securities and Restricted Cash

Included in cash and cash equivalents were cash equivalents of $185,614 and $20,208 as of December 31, 2020 and 2019, respectively, which consisted of money market
funds and certificates of deposit, and are stated at cost, which approximates market value. The Company classifies all highly liquid investments with an original maturity of three
months or less to be cash equivalents. The Company classifies all marketable securities, which consist of fixed income securities, as available for sale securities.

At times, cash balances held at financial institutions were in excess of the Federal Deposit Insurance Corporation’s insured limits; however, the Company primarily places

its temporary cash with high-credit quality financial institutions.

Restricted cash consists of a letter of credit held with the Company’s financial institution related to facility leases, and is classified as current in the Company’s balance

sheets based on the maturity of the underlying letter of credit.

(f)

Accounts Receivable

Accounts  receivable  are  stated  at  original  invoice  amount  less  an  allowance  for  doubtful  accounts.  Management  estimates  the  allowance  for  doubtful  accounts  by
evaluating individual customer receivables and considering a customer’s financial condition, credit history, and current economic conditions. Account balances are considered
delinquent if payment is not received by the due date. Accounts receivable are written off when deemed uncollectible. Recovery of accounts receivable previously written off is
recorded  when  received.  Changes  in  the  balance  of  accounts  deemed  uncollectible  were  deemed  immaterial  as  of  December  31,  2020  and  2019.  Interest  is  not  charged  on
accounts receivable.

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(g)

Fair Value of Financial Instruments

The carrying values of cash and cash equivalents, accounts receivable, accounts payable, and accrued liabilities approximate fair value due to their short maturities.

(h)

Property and Equipment

Property and equipment are stated at cost. Maintenance and repairs are expensed as incurred.

Depreciation  is  calculated  using  the  straight‑line  method  over  the  estimated  useful  lives  of  the  assets,  which  range  from  3  to  7  years.  Amortization  of  leasehold

improvements is calculated using the straight‑line method over the remaining life of the lease or the useful life of the asset, whichever is shorter.

Property and equipment are reviewed for impairment as discussed below under Accounting for the Impairment of Long‑Lived Assets. The Company did not capitalize

any interest during 2020 and 2019.

(i)

Accounting for the Impairment of Long‑Lived Assets

Long-lived assets, such as property and equipment subject to amortization, are reviewed for impairment whenever events or changes in circumstances indicate that the
carrying amount of an asset may not be recoverable. If circumstances require a long-lived asset or asset group be tested for potential impairment, the Company first compares
undiscounted cash flows expected to be generated by that asset or asset group to its carrying value. If the carrying value of the long-lived asset or asset group is not recoverable on
an undiscounted cash flow basis, an impairment is recognized to the extent that carrying value exceeds fair value. Fair value is determined using various valuation techniques,
including discounted cash flow models, quoted market values, and third-party independent appraisals, depending on the nature of the asset. No impairment was identified for the
years ended December 31, 2020 and 2019.

(j)

Warranties

The Company typically warrants that its products will perform in a manner consistent with the product specifications provided to the customer for a period of 30 days.
Historically,  the  Company  has  not  been  required  to  make  payments  under  these  obligations.  Therefore,  no  liabilities  for  such  obligations  are  presented  in  the  consolidated
financial statements.

(k)

Concentrations

Financial instruments that potentially subject the Company to concentrations of credit risk consist primarily of trade receivables.

The Company does not require customers to provide collateral to support accounts receivable. If deemed necessary, credit reviews of significant new customers may be
performed prior to extending credit. The determination of a customer’s ability to pay requires judgment, and failure to collect from a customer can adversely affect revenue, cash,
and net income. The Company maintains an allowance for doubtful accounts.

As of December 31, 2020, two customers accounted for 17% and 14% of total accounts receivable, respectively. As of December 31, 2019, one customer accounted for
10% of total accounts receivable. For the year ended December 31, 2020, no customer accounted for more than 10% of total revenues. For the year ended December 31, 2019,
one customer accounted for 12% of total revenues.

(l)

Royalties

Royalties represent a component of cost of revenues and consist of royalties paid to owners of intellectual property used in or bundled with the Company’s software.
Generally,  royalties  are  incurred  and  recorded  at  the  time  a  customer  enters  into  a  binding  purchase  agreement,  although  some  royalty  agreements  are  based  instead  on  cash
collections. Royalty expense was $7,663 and $7,352 for the years ended December 31, 2020 and 2019, respectively.

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(m)

Software Development Costs

Costs  to  develop  new  software  products  and  substantial  enhancements  to  existing  software  products  are  expensed  as  incurred.  Historically,  the  Company  has  not

capitalized any software development costs because the software development process was essentially completed concurrent with the establishment of technological feasibility.

(n)

Research and Development and Advertising

Research and development and advertising costs are expensed as incurred. The Company did not incur any significant advertising costs in 2020 or 2019.

(o)

Stock‑Based Compensation

The Company calculates stock‑based compensation expense utilizing fair value–based methodologies and recognizes expense over the vesting period of such awards.

(p)

Commissions

Commissions represent a component of sales and marketing expense and consist of the variable compensation paid to the Company’s sales representatives. Generally,
sales commissions are earned and recorded as expense at the time that a customer has entered into a binding purchase agreement. Commissions paid to sales representatives are
recoverable only in the case that the Company cannot collect against any invoiced fee associated with a sales order. Commission expense was $1,362 and $754 in 2020 and 2019,
respectively.

(q)

Income Taxes

The  Company  records  deferred  tax  assets  and  liabilities  for  the  expected  future  tax  consequences  of  temporary  differences  between  the  financial  statement  carrying
amounts and the tax basis of the assets and liabilities. Deferred tax assets are reduced by a valuation allowance when it is estimated to become more likely than not that a portion
of the deferred tax assets will not be realized. Accordingly, the Company currently maintains a full valuation allowance against existing net deferred tax assets.

The Company recognizes the effect of income tax positions only if such positions are deemed “more likely than not” capable of being sustained. Interest and penalties

accrued on unrecognized tax benefits are included within income tax expense in the consolidated financial statements.

(r)

Comprehensive Loss

Comprehensive loss includes net loss and changes in equity related to changes in unrealized gains or losses on marketable securities.

(s)

Equity Investments

The Company has entered into collaboration agreements with Nimbus Therapeutics, LLC (“Nimbus”), Morphic Therapeutic, Inc., a wholly owned subsidiary of Morphic
Holding,  Inc.  (“Morphic”),  Petra  Pharma  Corporation  (“Petra”),  and  Relay  Therapeutics,  Inc.  (“Relay”)  to  perform  drug  design  services  in  exchange  for  minority  ownership,
which are included within equity investments in the Company’s consolidated balance sheets.

The Company has concluded that the carrying value of its equity investment in Nimbus should reflect its contractual rights to substantive profits. The Company further
determined that the hypothetical liquidation at book value method (“HLBV method”) for valuing contractual rights to substantive profits provides the best representation of its
financial position in Nimbus. During 2020, the Company continued to value Nimbus using the HLBV method.

The HLBV method is a balance sheet-oriented approach to equity method accounting. Under the HLBV method, the Company determines its share of earnings or losses
by  comparing  its  claim  on  the  book  value  at  the  beginning  and  end  of  each  reporting  period.  This  claim  is  calculated  as  the  amount  that  the  Company  would  receive  (or  be
obligated to pay) if the investee were to liquidate all of its assets at recorded amounts, determined as of the balance sheet date in accordance with U.S. GAAP, and distribute the
resulting cash to creditors and investors in accordance with their respective priorities.

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Upon the completion of Morphic’s initial public offering in June 2019, the Company changed the valuation methodology used to value the Morphic investment. As there
is a readily available public market for Morphic’s common stock, the Company values its investment based on the closing price of Morphic’s common stock as of the reporting
date.

Upon the completion of Relay’s initial public offering in July 2020, the Company changed the valuation methodology used to value the Relay investment. As there is a

readily available public market for Relay’s common stock, the Company values its investment based on the closing price of Relay’s common stock as of the reporting date.

Prior to May 2020, the Company had concluded that its equity investment in Petra should be valued using the historical cost method, as the Company does not exercise
significant influence over Petra.  During May 2020, Petra merged with a third party. For further information regarding the Company’s equity investments, see Note 5, Fair Value
Measurements and Note 12, Equity Investments.

(t)

Net Loss per Share Attributable to Common and Limited Common Stockholders

Following the completion of the Company’s IPO in February 2020, the outstanding equity of the Company consists of common stock and limited common stock.  Under
the  Company’s  certificate  of  incorporation,  the  rights  of  the  holders  of  common  stock  and  limited  common  stock  are  identical,  except  with  respect  to  voting  and
conversion. Holders of limited common stock are precluded from voting such shares in any election of directors or on the removal of directors. Limited common stock may be
converted into common stock at any time at the option of the stockholder.

Undistributed  earnings  allocated  to  the  participating  securities  are  subtracted  from  net  income  in  determining  net  loss  attributable  to  common  and  limited  common
stockholders. Basic net loss per share is computed by dividing net loss attributable to common and limited common stockholders by the weighted-average number of shares of
common and limited common stock outstanding during the period.

For  the  calculation  of  diluted  net  loss,  net  income  attributable  to  common  and  limited  common  stockholders  for  basic  net  loss  is  adjusted  by  the  effect  of  dilutive
securities, including awards under the Company’s equity compensation plans. Diluted net loss per share attributable to common and limited common stockholders is computed by
dividing  the  resulting  net  income  attributable  to  common  and  limited  common  stockholders  by  the  weighted-average  number  of  fully  diluted  shares  of  common  and  limited
common stock outstanding. For purposes of this calculation, stock options are considered common stock equivalents but have been excluded from the calculation of net loss per
share attributable to common and limited stockholders as their effect is anti-dilutive. For years ended December 31, 2020 and 2019, the computation of basic and diluted net loss
per share is presented on a combined basis for common and limited common stock because the results are identical.

(3)

Revenue Recognition

Revenue is recognized upon transfer of control of promised products or services to customers in an amount that reflects the consideration to which the Company expects

to be entitled in exchange for promised goods or services. The Company’s performance obligations are satisfied either over time or at a point in time.

The following table illustrates the timing of the Company’s revenue recognition:

Software products and services – point in time
Software products and services – over time
Drug Discovery – point in time
Drug Discovery – over time

F-12

Year Ended December 31,

2020

2019

55.0%  
30.6 
6.7 
7.7 

49.9%
28.1 
8.6 
13.4

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

(a)

Software Products and Services

The Company enters into contracts that can include various combinations of licenses, products and services, some of which are distinct and are accounted for as separate
performance obligations. For contracts with multiple performance obligations, the Company allocates the transaction price of the contract to each performance obligation on a
relative  standalone  selling  price  basis.  Revenue  is  recognized  net  of  any  sale  and  value-added  taxes  collected  from  customers  and  subsequently  remitted  to  governmental
authorities.

The  Company’s  software  business  derives  revenue  from  five  sources:  (i)  on-premise  software  license  fees,  (ii)  hosted  software  subscription  fees,  (iii)  software

maintenance fees, (iv) professional services fees, and (v) contributions.

On-premise software. The Company’s on-premise software license arrangements grant customers the right to use its software on their own in-house servers or their own
cloud instances for a specified term, typically for one year. The Company recognizes revenue for on-premise software license fees upfront, either upon delivery of the license or
the effective date of the agreement, whichever is later. In instances where the timing of delivery differs from the timing of invoicing, the Company considers whether a significant
financing component exists. The Company has elected the practical expedient to not assess for significant financing where the term is less than one year. The Company’s updates
and upgrades are not integral to maintaining the utility of the software licenses. Payments typically are received upfront or annually.

Hosted software. Hosted software revenue consists primarily of fees to provide the Company’s customers with hosted licenses, which allows these customers to access the

Company’s cloud-based software solution on their own hardware without taking control of licenses.  Hosted software is recognized ratably over the term of the arrangement.

Software  maintenance.  Software  maintenance  includes  technical  support,  updates,  and  upgrades.  Software  maintenance  revenue  is  considered  to  be  a  separate

performance obligation and is recognized ratably over the term of the arrangement.

Professional services.  Professional  services,  such  as  training,  technical  support  and  installation  or  assisting  customers  with  modeling,  generally  are  not  related  to  the
functionality  of  the  Company’s  software  and  may  be  recognized  as  resources  are  consumed  or  over  the  term  of  the  arrangement,  depending  on  the  terms  of  the  underlying
agreement. The Company has historically estimated project status with relative accuracy, although a number of internal and external factors can affect such estimates, including
labor rates, utilization and efficiency variances. Payments for services are due in advance or upon consumption of resources.

Contribution. Contribution  revenue  consists  of  funds  received  under  a  non-reciprocal  agreement  with  Gates  Ventures,  LLC.    The  agreement  is  an  unconditional  non-
exchange contribution without restrictions and the initial contribution was invoiced upon execution of the agreement.  Revenue was recognized upon execution of the agreement
when invoiced in accordance with Accounting Standards Codification (“ASC”) Topic 958, Not-for-Profit Entities, as the agreement is not an exchange transaction.

The following table presents the revenue recognized from the five sources of the software products and services revenue:

On-premise software
Hosted software
Software maintenance
Professional services

Revenue from contracts with customers

Contribution

Total software revenue

(b)

Contribution Revenue

Year Ended December 31,

2020

2019

  $

  $

58,311    $
9,192   
14,465   
9,562   
91,530   
1,000   
92,530    $

42,647 
7,418 
11,643 
5,027 
66,735 
— 
66,735

During the year ended December 31, 2020, the Company recognized contribution revenue related to an agreement with Gates Ventures, LLC, which covers the period
from  June  23,  2020  through  June  22,  2023  for  total  consideration  of  up  to  $3,000.  The  Company  received  $1,000  in  connection  with  its  entry  into  the  agreement,  and  the
Company is entitled to receive additional $1,000 payments on or around the first and second anniversary of its entry into the agreement, subject to the Company providing certain
progress  reports  to  the  Trustees  of  Columbia  University  in  the  City  of  New  York.  As  of  December  31,  2020,  the  Company  had  no  deferred  revenue  balance  related  to  this
agreement. During the year ended December 31, 2020, the Company recognized $1,000 of contribution revenue.

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(c)

Drug Discovery

Revenue from drug discovery and collaboration services contracts is recognized either over time, typically by using costs incurred or hours expended to measure progress,
or at a point in time based on the achievement of milestones. Payments for services are generally due upon achieving milestones stated in a contract, upfront at the start of a
contract,  or  upon  consumption  of  resources.  Services  may  at  times  include  variable  consideration  and  milestone  payments.  The  Company  has  estimated  the  amount  of
consideration that is variable using the most likely amount method. The Company evaluates milestones on a case-by-case basis, including whether there are factors outside the
Company’s control that could result in a significant reversal of revenue, and the likelihood and magnitude of a potential reversal. If achievement of a milestone is not considered
probable, the Company constrains (reduces) variable consideration to exclude the milestone payment until it is probable to be achieved. As of December 31, 2020 and 2019,
milestones not yet achieved that were determined to be probable of achievement totaled $250 and $1,500, respectively, and $85 and $1,500 of those milestones were recognized
as revenue for the years ended December 31, 2020 and 2019.

(d)

Collaboration and License Agreement

On November 22, 2020, the Company entered into an exclusive, worldwide collaboration and license agreement with Bristol-Myers Squibb Company (“BMS”), pursuant
to which the Company and BMS have agreed to collaborate in the discovery, research and preclinical development of new small molecule compounds for disease indications in
oncology, neurology, and immunology therapeutics areas. The Company will be responsible, at its own cost and expense, for the discovery of small molecule compounds directed
to  five  specified  biological  targets  pursuant  to  a  mutually  agreed  research  plan  for  each  such  target.  The  targets  include  HIF-2  alpha  and  SOS1/KRAS,  which  are  two  of  the
Company’s internal programs. Once a development candidate meeting specified criteria for a target under the agreement has been identified by the Company, BMS will be solely
responsible for the further development, manufacturing and commercialization of such development candidate at its own cost and expense.

Under the terms of the agreement, BMS paid the Company an initial upfront fee payment of $55,000. The Company also is entitled to receive up to $2.7 billion in total
milestone  payments  across  all  potential  targets,  consisting  of:  a)  up  to  $585,000  in  milestone  payments  per  oncology  target,  including  $360,000  in  the  aggregate  for  the
achievement of certain specified research, development, and regulatory milestones and $225,000 in the aggregate for the achievement of certain specified commercial milestones;
and b) up to $482,000 million in milestone payments per neurology and immunology target, including $257,000 in the aggregate for the achievement of certain specified research,
development, and regulatory milestones and $225,000 in the aggregate for the achievement of certain specified commercial milestones.

The Company is also entitled to a tiered percentage royalty on annual net sales ranging from mid-single digits to low-double digits, subject to certain specified reductions.
Royalties  are  payable  by  BMS  on  a  licensed  product-by-licensed  product  and    country-by-country  basis  until  the  later  of  the  expiration  of  the  last  valid  claim  covering  the
licensed product in such country, expiration of all applicable regulatory exclusivities in such country for such licensed product and the tenth anniversary of the first commercial
sale of such licensed product in such country.

The Company assessed the collaboration and license agreement in accordance with ASC 606, Revenue from Contracts with Customers (Topic 606), and concluded that
BMS is a customer based on the agreement structure. At inception, the Company identified one performance obligation for each of the five programs under the agreement, which
includes research activities for each program and a license grant for the underlying intellectual property. The Company determined that the license grant for intellectual property
is not separable from the research activities, as the research activities are expected to significantly modify or enhance the license grant over the period of service, and therefore are
not distinct in the context of the contract.

The Company determined that the transaction price at the onset of the agreement is $55,000. Additional consideration to be paid to the Company upon the achievement of
future milestone payments were excluded from the transaction price as they represent milestone payments that are not considered probable as of the inception date such that there
is not a significant risk of revenue reversal.

The Company has allocated the transaction price of $55,000 to each performance obligation based on the relative stand-alone selling price of each performance obligation
at inception, which was determined based on each performance obligation’s estimated stand-alone selling price. The Company determined the estimated stand-alone selling price
at contract inception of the research activities based on internal estimates of the costs to perform the services, inclusive of a reasonable profit margin. Significant inputs used to
determine the total costs to perform the research activities included the length of time required, the internal hours expected to be incurred on the services and the number and costs
of various studies that will be performed to complete the research plan.

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Table of Contents

Revenue associated with the research activities is  recognized  on  a  proportional  performance  basis  over  the  period  of  service  for  research  activities,  using  input  based

measurements of total costs of research incurred to estimate the proportion performed. Progress towards completion is remeasured at the end of each reporting period.

During the year ended December 31, 2020, the Company recognized $988 associated with the agreement based on the research activities performed subsequent to the
contract  start  date.  As  of  December  31,  2020,  there  was  $54,012  of  deferred  revenue  related  to  the  agreement,  which  was  classified  as  either  current  or  non-current  in  the
consolidated balance sheet based on the period the services are expected to be performed. There was no outstanding receivable for this collaboration as of December 31, 2020.

(e)

Significant Judgments

Significant judgments and estimates are required under ASC Topic 606. Due to the complexity of certain contracts, the actual revenue recognition treatment required

under Topic 606 for the Company’s arrangements may be dependent on contract-specific terms and may vary in some instances.

The Company’s contracts with customers often include promises to transfer multiple software products and services, including training, professional services, technical
support services, and rights to unspecified updates. Determining whether licenses and services are distinct performance obligations that should be accounted for separately, or are
not distinct and therefore should be accounted for together, requires significant judgment. In some arrangements, such as most of the Company’s term-based software license
arrangements,  the  Company  has  concluded  that  the  licenses  and  associated  services  are  distinct  from  each  other.  In  other  arrangements,  including  collaboration  services
arrangements, the licenses and certain services may not be distinct from each other. The Company’s time-based software arrangements may include multiple software licenses and
a right to updates or upgrades to the licensed software products, and technical support. The Company has concluded that such promised goods and services are separate distinct
performance obligations.

The  Company  is  required  to  estimate  the  total  consideration  expected  to  be  received  from  contracts  with  customers,  including  any  variable  consideration.  Once  the
estimated  transaction  price  is  established,  amounts  are  allocated  to  the  performance  obligations  that  have  been  identified.  The  transaction  price  is  allocated  to  each  separate
performance obligation on a relative stand-alone selling price (“SSP”) basis.

Judgment is required to determine the SSP for each distinct performance obligation. The Company rarely licenses or sells products on a standalone basis, so the Company
is required to estimate the range of SSPs for each performance obligation. In instances where the SSP is not directly observable because the Company does not sell the license,
product, or service separately, the Company determines the SSP using information that includes historical discounting practices, market conditions, cost-plus analysis, and other
observable  inputs.  The  Company  typically  has  more  than  one  SSP  for  individual  performance  obligations  due  to  the  stratification  of  those  items  by  classes  of  customers  and
circumstances. In these instances, the Company may use information such as the size and geographic region of the customer in determining the SSP. Professional service revenue
is recognized as costs and hours are incurred, and judgment is required in estimating both the project status and the costs incurred or hours expended.

If a group of agreements are so closely related to each other that they are, in effect, part of a single arrangement, such agreements are deemed to be one arrangement for
revenue  recognition  purposes.  The  Company  exercises  significant  judgment  to  evaluate  the  relevant  facts  and  circumstances  in  determining  whether  the  separate  agreements
should be accounted for separately or as, in substance, a single arrangement. The Company’s judgments about whether a group of contracts comprises a single arrangement can
affect the allocation of consideration to the distinct performance obligations, which could have an effect on results of operations for the periods involved.

Judgment is required to determine the total costs to perform research activities, which include the length of time required, the internal hours expected to be incurred on the

services, and the number and costs of various studies that may be performed to complete the research plan.

Generally, the Company has not experienced significant returns or refunds to customers.

The Company’s estimates related to revenue recognition require significant judgment and the change in these estimates could have an effect on the Company’s results of

operations during the periods involved.

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(f)

Contract Balances

The timing of revenue recognition may differ from the timing of invoicing to customers and these timing differences result in receivables, contract assets, or contract
liabilities (deferred revenue) on the consolidated balance sheets. The Company records a contract asset when revenue is recognized prior to invoicing. A deferred revenue liability
is  recorded  when  revenue  is  expected  to  be  recognized  subsequent  to  invoicing.  For  the  Company’s  time-based  software  agreements,  customers  are  generally  invoiced  at  the
beginning  of  the  arrangement  for  the  entire  term,  though  when  the  term  spans  multiple  years  the  customers  may  be  invoiced  on  an  annual  basis.  For  certain  drug  discovery
agreements where the milestones are deemed probable, the Company records a contract asset for the full value of the milestone.

Contract assets are included in unbilled and other receivables within the consolidated balance sheets, and are transferred to receivables when the Company invoices the

customer.

Contract balances were as follows:

Contract assets
Deferred revenue, short-term:

Software
Drug discovery

Deferred revenue, long-term:

Software
Drug discovery

As of
December 31,
2020

As of
December 31,
2019

  $

3,589    $

28,218   
17,185   

1,976   
39,188   

6,904 

23,287 
1,767 

1,500 
705

For the years ended December 2020 and 2019, respectively, the Company recognized $24,921 and $17,720 of revenue that was included in deferred revenue at the end of
the  preceding  period.  All  other  deferred  revenue  activity  is  due  to  the  timing  of  invoices  in  relation  to  the  timing  of  revenue,  as  described  above.  The  Company  expects  to
recognize as revenue approximately 52% of its December 31, 2020 deferred revenue balance in the next 12 months and the remainder thereafter. Additionally, contracted but
unsatisfied performance obligations that had not yet been billed to the customer or included in deferred revenue were $29,147 as of December 31, 2020.

Payment terms and conditions vary by contract type, although terms typically require payment within 30 to 60 days. In instances where the timing of revenue recognition
differs from that of invoicing, the Company has determined that its contracts generally do not include a significant financing component. The primary purpose of invoicing terms
is to provide customers with simplified and predictable ways of purchasing the Company’s products and services, not to facilitate financing arrangements.

(g)

Deferred Sales Commissions

The Company has applied the practical expedient for sales commission expense, as any compensation paid to sales representatives to obtain a contract relates to a period

of one year or less. Therefore, the Company has not capitalized any costs related to sales commissions.

(4)

Property and Equipment

Property and equipment consisted of the following:

Computers and equipment
Leasehold improvements
Furniture and fixtures

Less accumulated depreciation

As of December 31,

2020

2019

  $

  $

12,718    $
4,385   
1,839   
18,942   
(13,802)  

5,140    $

11,150 
4,374 
1,306 
16,830 
(10,562)
6,268

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Depreciation expense for 2020 and 2019 was $3,658 and $3,625, respectively, and is included within cost of revenues and research and development, sales and marketing,

and general and administrative expenses within the consolidated statements of operations.

(5)

Fair Value Measurements

Various  inputs  are  used  in  determining  the  fair  value  of  the  Company’s  financial  assets  and  liabilities.  These  inputs  are  summarized  into  the  following  three  broad

categories:

Level 1 – quoted prices in active markets for identical securities

Level 2 – other significant observable inputs, including quoted prices for similar securities, interest rates, credit risk, etc.

Level 3 – significant unobservable inputs, including the Company’s own assumptions in determining fair value

The inputs or methodology used for valuing securities are not necessarily an indication of the risk associated with investing in those securities. Marketable securities,
which consist primarily of corporate and U.S. government agency bonds, are classified as available for sale and fair value does not differ significantly from carrying value as of
December 31, 2020 and 2019. The following table presents information about the Company’s assets and liabilities measured at fair value as of December 31, 2020:

Assets:
Marketable securities
Equity investments
Total

Level 1

Level 2

Level 3

Total

  $

  $

—    $

45,570   
45,570    $

440,395    $

—   

440,395    $

—    $
—   
—    $

440,395 
45,570 
485,965

The following table presents information about the Company’s assets and liabilities measured at fair value as of December 31, 2019:

Assets:
Marketable securities
Equity investments
Total

Level 1

Level 2

Level 3

Total

  $

  $

—    $

14,328   
14,328    $

59,844    $
—   
59,844    $

—    $
108   
108    $

59,844 
14,436 
74,280 

Fair value of the Company’s investments in Morphic and Relay, classified as Level 1 in the fair value hierarchy, were determined using the respective market prices of

Morphic’s and Relay’s common stock as of the close of trading on December 31, 2020.

Fair value of the Company’s investment in Nimbus, classified as Level 3 in the fair value hierarchy, was determined under the HLBV method, as further described in Note
2, Significant Accounting Policies. Significant unobservable inputs used under the HLBV method include Nimbus’ annual financial statements and the Company’s respective
liquidation priority. The following table sets forth changes in fair value of the Company’s Level 3 investments:

As of December 31, 2018
Unrealized loss

As of December 31, 2019

Cash contributions
Unrealized loss

As of December 31, 2020

Amount

4,288 
(4,180)
108 
2,869 
(2,977)
—

  $

  $

Unrealized  gains  and  losses  arising  from  changes  in  fair  value  of  the  Company’s  equity  investments  are  classified  within  change  in  fair  value  in  the  consolidated
statements of operations. During the years ended December 31, 2020 and 2019, there were no transfers between Level 1, Level 2 and Level 3 investments. See Note 12, Equity
Investments, for further information.

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(6)

(a)

Commitments and Contingencies

Leases

The Company leases office space under operating leases that expire at various dates through 2029. The Company adopted Topic 842, Leases as of January 1, 2019 and
elected the package of practical expedients permitted under the transition guidance, which allowed the Company to carryforward its historical lease classification, its assessment
on whether a contract was or contains a lease, and its initial direct costs for any leases that existed prior to January 1, 2019. In addition, the Company elected the short-term lease
exception as a practical expedient and to combine lease and non-lease components. The Company recognizes rent expense on a straight-line basis over the life of the related lease,
including any periods of free rent.

Upon inception of a lease, the Company determines if an arrangement is a lease, if it includes options to extend or terminate the lease, and if it is reasonably certain that
the  Company  will  exercise  the  options.  Lease  cost,  representing  lease  payments  over  the  term  of  the  lease  and  any  capitalizable  direct  costs  less  any  incentives  received,  is
recognized on a straight-line basis over the lease term as lease expense.

In determining the present value of lease payments, the Company uses its incremental borrowing rate based on the information available at the lease commencement date
if the rate implicit in the lease is not readily determinable. The Company determined lease liability amounts using a discount rate of 5.01%, which represents the Company’s
incremental borrowing rate. The Company determines its incremental borrowing rate for lease liability using its current borrowing rate, adjusted for various factors including
level of collateralization and lease term. As of December 31, 2020, the remaining weighted average lease term was 4 years.

During the year ended December 31, 2020, the Company entered into two new leases, which increased right-of-use (“ROU”) assets and lease liabilities by $2,709. ROU

assets and lease liabilities were equal as no lease costs or incentives were associated with acquiring the leases.

Variable and short-term lease costs were immaterial for the year ended December 31, 2020. Additional details of the Company’s operating leases are presented in the

following table:

Operating lease costs
Cash paid for operating leases

Year Ended December 31,

2020

2019

  $

5,895    $
6,050   

Maturities of operating lease liabilities as of December 31, 2020 under noncancelable operating leases were as follows:

Year ending December 31:

2021
2022
2023
2024
2025
Thereafter

Total future minimum lease payments

Less: imputed interest
Present value of future minimum lease payments
Less: current portion of operating leases payments

Lease liabilities, long-term

(b)

Legal Matters

$

$

5,181 
5,108

4,622 
1,892 
1,760 
1,777 
1,328 
962 
12,341 
(577)
11,764 
(4,543)
7,221

From  time  to  time,  the  Company  may  become  involved  in  routine  litigation  arising  in  the  ordinary  course  of  business.  While  the  results  of  such  litigation  cannot  be
predicted with certainty, management believes that the final outcome of such matters is not likely to have a material adverse effect on the Company’s financial position or results
of operations or cash flows.

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(7)

Income Taxes

Income tax expense is comprised of the following:

Current:

Federal
State
Foreign

Current income tax expense (benefit)
Deferred:
Federal
State

Deferred income tax expense (benefit)

Components of income (loss) before income taxes by tax jurisdiction were as follows:

United States
Foreign
Loss before income taxes

Year ended December 31,

2020

2019

—    $
178   
167   
345   

—   
—   
—   
345    $

583 
(95)
(779)
(291)

— 
— 
— 
(291)

Year ended December 31,

2020

2019

(24,567)   $
449   
(24,118)   $

(25,385)
523 
(24,862)

  $

  $

  $

  $

Reconciliation of income tax expense at the applicable statutory income tax rates to the effective rate is as follows:

Statutory federal income tax rate
State taxes, net of federal benefits
Withholding tax
Section 162(m) limitation
Stock compensation
Return-to-provision adjustments
Research and development credit
Tax contingencies, net of reversals
Change in valuation allowance
Other

Effective income tax rate

Year ended December 31,

2020

2019

21.0%  
14.2 
— 
(12.8)
68.5 
(1.3)
6.2 
(0.6)
(95.0)
(1.6)
(1.4)%  

21.0%
4.2 
(2.3)
— 
0.2 
3.2 
5.2 
(0.5)
(31.3)
(0.6)
(0.9)%

The income tax expense for the year ended December 31, 2020 primarily related to state taxes and taxes in foreign jurisdictions.  Income tax benefit for the year ended

December 31, 2019 primarily related to alternative minimum tax credits previously utilized that are refundable under the Tax Cuts and Jobs Act of 2017 (the “2017 Tax Act”).

The total change in valuation allowance for the year ended December 31, 2020 was $22,904, which primarily was due to the generation of net operating losses.

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Table of Contents

Tax effects of temporary differences that give rise to significant portions of deferred income tax assets and deferred income tax liabilities were as follows:

Deferred income tax assets:

Net operating loss carryforwards
Accrued expenses
Credits

Gross deferred tax assets

Less valuation allowance

Net deferred tax assets

Deferred income tax liabilities:

Unrealized gain on equity investments
Prepaid expenses
Depreciation and amortization

Net deferred income tax assets

As of December 31,

2020

2019

  $

51,498    $
10,477   
8,752   
70,727   
(58,155)  
12,572   

(10,185)  
(889)  
(1,498)  

  $

—    $

26,119 
7,097 
7,468 
40,684 
(35,251)
5,433 

(1,984)
(441)
(3,008)
—

As of December 31, 2020, the Company had federal and state net operating loss (“NOL”) carryforwards of $206,311 and $126,729, respectively. These carryforwards,
with  the  exception  of  federal  NOLs  generated  post  2017,  will  expire  between  2022  and  2040  if  not  used  by  the  Company  to  reduce  income  taxes  payable  in  future  periods.
Utilization of post 2017 federal NOL carryforwards are limited to 80% of taxable income generated in a given year and carry forward indefinitely. As of December 31, 2020, the
Company had federal and state research and development tax credit carryforwards of $9,385 and $498, respectively. These carryforwards will expire between 2021 and 2040 if
not used by the Company to reduce income taxes payable in future periods.

The Company has not recognized a deferred tax liability for the undistributed earnings of its foreign operations as the Company considers these earnings to be indefinitely

reinvested.

In response to the COVID-19 pandemic, the Coronavirus Aid, Relief and Economic Security Act (the “CARES Act”) was signed into law in March 2020. The CARES
Act lifts certain deduction limitations originally imposed by the 2017 Tax Act. Corporate taxpayers may carryback NOLs originating during 2018 through 2020 for up to five
years, which was not previously allowed under the 2017 Tax Act. The CARES Act also eliminates the 80% of taxable income limitations by allowing corporate entities to fully
utilize  NOL  carryforwards  to  offset  taxable  income  in  2018,  2019  or  2020.  Taxpayers  may  generally  deduct  interest  up  to  the  sum  of  50%  of  adjusted  taxable  income  plus
business interest income (30% limit under the 2017 Tax Act) for tax years beginning January 1, 2019 and 2020. The CARES Act allows taxpayers with alternative minimum tax
credits to claim a refund in 2020 for the entire amount of the credits instead of recovering the credits through refunds over a period of years, as originally enacted by the 2017 Tax
Act. The CARES Act raises the corporate charitable deduction limit to 25% of taxable income and makes qualified improvement property generally eligible for 15-year cost-
recovery and 100% bonus depreciation. In addition, the CARES Act allows companies to defer making certain payroll tax payments until future years.  With the enactment of the
CARES Act, the Company has not recognized a quantitative or qualitative impact for the year ended December 31, 2020.

The Company classifies interest and penalties related to unrecognized tax benefits within income tax expense in the consolidated statement of operations. Following is a

reconciliation of total gross unrecognized tax benefits:

Balance, January 1
Additions for tax positions taken in prior years
Reductions for tax positions taken in prior years
Additions for tax positions related to the current year

Balance, December 31

Year ended December 31,

2020

2019

  $

  $

902    $
25   
(16)  
135   
1,046    $

781 
24 
(12)
109 
902

The Company does not anticipate any significant increases or decreases in its uncertain tax positions within the next 12 months.

As of December 31, 2020, statutes of limitations were open for all of the Company’s federal and state tax returns filed after the year ended December 31, 2015 and 2014,

respectively. Net operating loss and credit carryforwards for all years are subject to

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examination and adjustments for the three years following the year in which the carryforwards are utilized. The Company is not currently undergoing any federal or state income
tax examinations.

(8)

(a)

Stockholders’ Equity (Deficit)

Common Stock

Upon the closing of the IPO, 226,344,686 shares of preferred stock automatically converted into an aggregate of 30,278,832 shares of common stock. As of December 31,
2020, the Company had authorized 500,000,000 shares of common stock with a par value of $0.01 per share. Holders of common stock are entitled to one vote per share, to
receive dividends, if and when declared by the board of directors, and upon liquidation or dissolution, to receive a portion of the assets available for distributions to stockholders,
subject to preferential amounts owed to holders of the Company’s preferred stock.

Common stockholders have no preemptive or other subscription rights and there are no redemption or sinking fund provisions with respect to such shares. Common stock

is subordinate to preferred stock with respect to dividend rights and rights upon liquidation, winding up, and dissolution of the Company.

(b)

Limited Common Stock

Immediately prior to the closing of the IPO, preferred stockholders voluntarily exchanged 98,406,823 shares of preferred stock for an aggregate of 13,164,193 shares of
limited common stock. During the year ended December 31, 2020, limited common stockholders voluntarily converted 4,000,000 shares of limited common stock into 4,000,000
shares of common stock.

As of December 31, 2020, the Company had authorized 100,000,000 shares of limited common stock with a par value of $0.01 per share. Holders of limited common
stock  are  entitled  to  one  vote  per  share,  however,  the  holders  of  limited  common  stock  are  not  entitled  to  vote  such  shares  in  any  election  of  directors  or  on  the  removal  of
directors. Holders of limited common stock are entitled to receive dividends, if and when declared by the board of directors, and upon liquidation or dissolution, to receive a
portion of the assets available for distributions to stockholders, subject to preferential amounts owed to holders of the Company’s preferred stock.  Holders of the Company’s
limited common stock have the right to exchange each share of limited common stock for one share of the Company’s common stock.

Limited common stockholders have no preemptive or other subscription rights and there are no redemption or sinking fund provisions with respect to such shares. The
rights,  preferences  and  privileges  of  holders  of  the  limited  common  stock  are  subject  to  and  may  be  adversely  affected  by  the  right  of  the  holders  of  shares  of  any  series  of
preferred stock that the Company may designate and issue in the future.

(c)

Preferred Stock

As of December 31, 2020, the Company had authorized 10,000,000 shares of preferred stock with a par value of $0.01 per share.  The Company’s board of directors has
the discretion to determine the rights, preferences, privileges, and restrictions, including voting rights, dividend rights, conversion rights, redemption privileges, and liquidation
preferences, of each series of preferred stock.

(9)

Stock-Based Compensation

Stock Incentive Plans

As of December 31, 2020, the Company’s stock incentive plans included the 2010 Stock Plan (the “2010 Plan”) and the 2020 Equity Incentive Plan (the “2020 Plan”)
(together, the “Plans”). The 2020 Plan provides for the award of incentive stock options, non-qualified stock options, stock appreciation rights, restricted stock awards, restricted
stock units, and other stock-based awards.

The 2010 Plan provided for the granting of incentive stock options and non-qualified stock options. As of the effective date of the 2020 Plan, no further awards will be
made under the 2010 Plan. Any options or awards outstanding under the 2010 Plan remain outstanding and effective. Shares of common stock subject to outstanding awards
granted under the 2010 Plan that expire, terminate, or are otherwise surrendered, cancelled, forfeited, or repurchased by the Company are available for issuance under the 2020
Plan.

Stock options must be granted at an exercise price not less than 100% of the fair market value per share at the grant date. The maximum contractual term of options
granted under the Plans is typically 10 years, options generally vest over four years with 25% of the shares underlying the option vesting at the end of the first year and the
remaining vesting monthly over the following three years.

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Table of Contents

During 2020 and 2019, 1,398,177 and 214,845 options under the Plans were exercised at a total exercise price of $4,183 and $549, respectively.

The fair value of each option award is determined on the date of grant using the Black Scholes Merton option-pricing model. The calculation of fair value includes several
assumptions  that  require  management’s  judgment.  The  expected  terms  of  options  granted  to  employees  during  2020  and  2019  were  calculated  using  an  average  of  historical
exercises. Estimated volatility for 2020 and 2019 incorporates a calculated volatility derived from the historical closing prices of shares of common stock of similar entities whose
share prices were publicly available for the expected term of the option. The risk-free interest rate is based on the U.S. Treasury constant maturities in effect at the time of grant
for the expected term of the option. The Company accounts for forfeitures as they occur, as such, the Company does not estimate forfeitures at the time of grant.

The  board  of  directors  or  compensation  committee  determines  the  exercise  price  of  the  Company’s  stock  options  based  on  the  closing  price  of  the  common  stock  as

reported on the Nasdaq Global Select Market on the day of grant.

As of December 31, 2020, there were 2,168,706 shares available for grant under the 2020 Plan. As of December 31, 2019, there were 236,005 shares available for grant

under the 2010 Plan. Following are the weighted average valuation assumptions used for options:

Valuation assumptions

Expected dividend yield
Expected volatility
Expected term (years)
Risk-free interest rate

Year Ended December 31,

2020

2019

—%  
60%  

4.49 
1.46%  

The following table presents classification of stock-based compensation expense within the consolidated statements of operations:

—%
57%

6.05 
2.33%

376 
460 
311 
1,046 
2,193

Year Ended December 31,

2020

2019

  $

  $

1,384    $
3,050   
516   
5,595   
10,545    $

Cost of sales
Research and development
Sales and marketing
General and administrative

Total stock-based compensation

Stock option activity was as follows:

Beginning, January 1, 2020

Granted
Exercised
Forfeited
Expired

Balance, December 31, 2020

Exercisable, December 31, 2020

Weighted
average
exercise
price

Weighted
average
remaining
contractual
term (years)

Aggregate
intrinsic
value

3.57   
19.49   
2.99   
12.20   
1.98   
12.14   

3.57   

8.06    $

6.19    $

486,572 

149,604

Number of
shares

4,943,778    $
3,912,383   
(1,398,177)  
(129,315)  
(71,209)  
7,257,460   

1,978,647   

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The weighted average grant date fair value per share of options granted during 2020 and 2019 was $9.55 and $2.93, respectively. The intrinsic value of options exercised

during 2020 and 2019 was $87,946 and $546, respectively.

As  of  December  31,  2020,  there  was  $31,424  of  unrecognized  compensation  cost  related  to  unvested  stock  options  granted  under  the  Plans,  which  is  expected  to  be

recognized over a weighted average period of 3.01 years. The fair value of shares vested during 2020 and 2019 was $3,153 and $1,734, respectively.

(10)

Noncontrolling Interest

The  Company  reviews  each  legal  entity  formed  by  parties  related  to  the  Company  to  determine  whether  or  not  the  Company  has  a  variable  interest  in  the  entity  and
whether or not the entity would meet the definition of a variable interest entity (“VIE”) in accordance with ASC Topic 810, Consolidation (“ASC 810”). If the entity is a VIE, the
Company assesses whether or not the Company is the primary beneficiary of that VIE based on a number of factors, including (i) which party has the power to direct the activities
that most significantly affect the VIE’s economic performance, (ii) the parties’ contractual rights and responsibilities pursuant to any contractual agreements and (iii) which party
has the obligation to absorb losses or the right to receive benefits from the VIE. If the Company determines it is the primary beneficiary of a VIE, the Company consolidates the
financial statements of the VIE into the Company’s consolidated financial statements at the time that determination is made. The Company evaluates whether it continues to be
the primary beneficiary of any consolidated VIEs on a quarterly basis. If the Company were to determine that it is no longer the primary beneficiary of a consolidated VIE, or no
longer has a variable interest in the VIE, it would deconsolidate the VIE in the period that the determination is made.

If the Company determines it is the primary beneficiary of a VIE that meets the definition of a business, the Company measures the assets, liabilities and noncontrolling
interests of the newly consolidated entity at fair value in accordance with ASC Topic 805, Business Combinations (“ASC 805”) at the date the reporting entity first becomes the
primary beneficiary.

In October 2018, Faxian was formed in the United States. In April 2019, upon consummation of the joint venture, the Company and WuXi AppTech ("WuXi"), each
received a 50% equity interest in the entity in exchange for their contributions to the entity. The Company determined that Faxian was a VIE and concluded that it is the primary
beneficiary of the VIE. As such, the Company has historically consolidated Faxian's results into the consolidated financial statements, and eliminated WuXi's ownership as a non-
controlling interest.

(11)

Net Loss per Share Attributable to Common and Limited Common Stockholders

The following table presents the calculation of basic and diluted net loss per share attributable to common and limited common stockholders for the years presented (in

thousands, except per share data):

Numerator:

Net loss attributable to Schrödinger common
   and limited common stockholders

Denominator:

Weighted average shares used to compute net
   loss per share attributable to Schrödinger common
   and limited common stockholders, basic and diluted:
Net loss per share attributable to Schrödinger common
   and limited common stockholders, basic and diluted:

F-23

Year Ended December 31,

2020

2019

  $

(24,463)   $

(24,571)

60,024,658   

6,004,500 

  $

(0.41)   $

(4.09)

 
 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
   
   
   
 
 
 
 
 
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Since the Company was in a loss position for all years presented, basic net loss per share is the same as diluted net loss per share as the inclusion of all potential common

shares outstanding would have been anti-dilutive. Potentially dilutive securities that were not included in the diluted per share calculations because they would be anti-dilutive
were as follows:

Convertible preferred stock
Shares subject to outstanding common stock options

(12)

Equity Investments

Year Ended December 31,

2020

2019

—   
7,257,460   
7,257,460   

42,734,884 
4,805,562 
47,540,446

The  Company  classifies  the  Nimbus  investment  as  an  equity  investment  within  the  consolidated  balance  sheets.  The  initial  Nimbus  investment  was  received  as
compensation for collaboration services provided under a separate service agreement. During the year ended December 31, 2020, the Company made a $2,869 cash investment in
Nimbus. The Company held 6.9% and 6.7% of Nimbus units on a fully diluted basis as of December 31, 2020 and December 31, 2019, respectively.

As Nimbus is a limited liability company and the Company is not a passive investor due to its collaboration with Nimbus on a number of drug discovery targets, the

Company's management determined that it has significant influence over the entity and therefore accounts for the entity as an equity method investment.

The  Company  provides  collaboration  services  for  Nimbus  under  the  terms  of  a  master  services  agreement  executed  on  May  18,  2010,  as  amended.  Collaboration

agreements are separate from the transaction that resulted in equity ownership and related fees are paid in cash to the Company.

Under the HLBV method, the Company reported losses of $2,977 and $4,180 on the Nimbus investment during 2020 and 2019, respectively. The carrying value of the
Nimbus investment was zero and $108 as of December 31, 2020 and December 31, 2019, respectively. The Company has no obligation to fund Nimbus losses in excess of its
initial investment.

In June 2019, Morphic successfully completed an initial public offering. The Company accounts for its investment in Morphic at fair value based on the share price of

Morphic’s common stock at the measurement date.

During 2020 and 2019, the Company reported a gain of $13,685 and $14,102, respectively, on the Morphic investment. As of December 31, 2020 and December 31,
2019, the carrying value of the Company’s investment in Morphic was $28,013 and $14,328, respectively. The Company has no obligation to fund Morphic losses in excess of its
initial investment.

During May 2020, Petra entered into a merger agreement with a third party. In connection with the merger, the Company received $4,582 of merger consideration in
exchange  for  the  Company’s  shares  of  Petra  common  stock  and  is  eligible  to  receive  potential  earn-outs  tied  to  the  achievement  of  specified  development,  regulatory,  and
commercial  milestones.  The  Company  is  also  eligible  to  receive  $361  in  escrow  payments.  As  the  escrow  payments  are  expected  to  be  received  within  12  months  from  the
closing of the merger, they have been recorded as other receivables within the consolidated balance sheets. The Company recorded a gain on the Petra investment of $4,156 for
the year ended December 31, 2020. The Company reported no gain or loss on the Petra investment for the year ended December 31, 2019.

In connection with the merger, the Company also received 2,676,191 shares of common stock of Ravenna Pharmaceuticals, Inc. (“Ravenna”). The Company does not
exercise significant influence over Ravenna and, as such, the Company has recorded its investment in Ravenna as a non-marketable equity security. As of December 31, 2020 and
December 31, 2019, the carrying value of non-marketable equity securities was $94 and $930, respectively.

In July 2020, Relay successfully completed an initial public offering. The Company accounts for its investment in Relay at fair value based on the share price of Relay’s

common stock at the measurement date.

The  Company  reported  a  gain  of  $17,556  on  the  Relay  investment  for  the  year  ended  December  31,  2020,  which  is  included  within  change  in  fair  value  in  the
consolidated statements of operations. The Company reported no gain or loss on the Relay investment for the year ended December 31, 2019. As of December 31, 2020 and
December 31, 2019, the carrying value of the Company’s investment in Relay was $17,556 and zero, respectively. The Company has no obligation to fund Relay losses in excess
of its initial investment.

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(13)

Employee Benefit Plan

The Company offers a 401(k) employee savings plan to its U.S.‑based employees. The Company made discretionary matching contributions equal to 100% of the first
4.0%  of  compensation  contributed  by  employees  for  the  years  ended  December  31,  2020  and  2019.  Matching  contributions  during  2020  and  2019  were  $1,748  and  $1,492,
respectively.

(14)

Related Party Transactions

(a)

D. E. Shaw

For  the  years  ended  December  31,  2020  and  2019,  the  Company  licensed  technology  and  purchased  services  for  $7,281  and  $5,190,  respectively,  from  companies
controlled  by  David  E.  Shaw  and/or  affiliates  of  companies  controlled  by  David  E.  Shaw  (the  “D.  E.  Shaw  entities”),  stockholders  of  the  Company.  In  addition,  D.  E.  Shaw
entities purchased certain products and services from, and provided cost reimbursements to, the Company totaling $226 and $195 for the years ended December 31, 2020 and
2019, respectively. As of December 31, 2020 and December 31, 2019, the Company had net payables of $3,464 and $1,760, respectively, to D.E. Shaw entities.

(b)

Board Member

For the years ended December 31, 2020 and 2019, the Company paid consulting fees of $364 and $361, respectively, to a member of its board of directors.

(c)

Bill and Melinda Gates Foundation

For the years ended December 31, 2020 and 2019, the Bill & Melinda Gates Foundation, an entity under common control with Bill and Melinda Gates Foundation Trust
(“BMGFT”), a stockholder of the Company, issued a grant under which it agreed to pay the Company directly for certain licenses and services provided to a specified group of
third-party organizations. Revenue recognized for services provided by the Company under this grant were $2,094 and $1,065 for the years ended December 31, 2020 and 2019,
respectively. As of December 31, 2020 and December 31, 2019, the Company had net receivables of $543 and $294, respectively, due from the Bill & Melinda Gates Foundation.

During the year ended December 31, 2020, the Company also recognized contribution revenue of $1,000 related to an agreement with Gates Ventures, LLC, an entity
under control of William H. Gates III, who may be deemed to be the beneficial owner of more than 5% of the Company’s voting securities. There was no revenue recognized
under this agreement for year ended December 31, 2019. As of December 31, 2020 and December 31, 2019, the Company did not record a receivables balance due from Gates
Ventures, LLC.

(15)

Segment Reporting

The  Company  has  determined  that  its  chief  executive  officer  (“CEO”)  is  its  chief  operating  decision  maker  (“CODM”).  The  Company’s  CEO  evaluates  the  financial
performance  of  the  Company  based  on  two  reportable  segments:  Software  and  Drug  Discovery.  The  Software  segment  is  focused  on  licensing  the  Company’s  software  to
transform molecular discovery. The Drug Discovery segment is focused on building a portfolio of preclinical and clinical drug programs, internally and through collaborations. 

The CODM reviews segment performance and allocates resources based upon segment revenue and segment gross profit of the Software and Drug Discovery reportable
segments.    Segment  gross  profit  is  derived  by  deducting  operational  expenditures,  with  the  exception  of  research  and  development,  sales  and  marketing,  and  general  and
administrative activities from U.S. GAAP revenue. Operational expenditures are expenditures made that are directly attributable to the reportable segment. These expenditures are
allocated to the segments based on headcount. The reportable segment expenditures include compensation, supplies, and services from contract research organizations.

Certain  cost  items  are  not  allocated  to  the  Company’s  reportable  segments.  These  cost  items  primarily  consist  of  compensation  and  general  operational  expenses
associated  with  the  Company’s  research  and  development,  sales  and  marketing,  and  general  and  administrative.    These  costs  are  incurred  by  both  segments  and  due  to  the
integrated nature of the Company’s Software and Drug Discovery segments, any allocation methodology would be arbitrary and provide no meaningful analysis.

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Table of Contents

All segment revenue is earned in the United States and there are no intersegment revenues. Additionally, the Company reports assets on a consolidated basis and does not
allocate  assets  to  its  reportable  segments  for  purposes  of  assessing  segment  performance  or  allocating  resources.  Presented  below  is  financial  information  with  respect  to  the
Company’s reportable segments for the periods presented:

Segment revenues:
Software
Drug discovery

Total segment revenues

Segment gross profit:
Software
Drug discovery

Total segment gross profit

Unallocated:

Research and development
Sales and marketing
General and administrative
Gain on equity investments
Change in fair value
Interest income
Income tax (expense) benefit

Consolidated net loss

Year Ended December 31,

2020

2019

  $

  $

  $

  $

92,530    $
15,565   
108,095    $

74,527    $
(11,055)  
63,472   

(64,695)  
(17,795)  
(41,898)  
4,108   
28,263   
2,253   
(345)  
(26,637)   $

The following table sets forth revenues by geographic area for the years ended December 31, 2020 and 2019:

United States
Europe
Japan
Rest of World

Year Ended December 31,

2020

2019

  $

  $

60,737    $
24,370   
14,558   
8,430   
108,095    $

(16)

Subsequent Events

On January 14, 2021, the Company sold 422,425 shares of Relay common stock for $15,735.

F-26

66,735 
18,808 
85,543 

53,089 
(3,996)
49,093 

(39,404)
(21,364)
(27,040)
943 
9,922 
1,878 
291 
(25,681)

47,622 
17,504 
14,367 
6,050 
85,543

 
 
 
 
 
 
 
 
 
 
 
 
    
 
  
 
 
 
 
 
    
 
  
 
 
 
 
 
 
 
 
    
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

Item 9. Changes in and Disagreements With Accountants on Accounting and Financial Disclosure.

None.

Item 9A. Controls and Procedures.

Evaluation of Disclosure Controls and Procedures

Our management, with the participation of our principal executive officer and principal financial officer, has evaluated the effectiveness of our disclosure controls and
procedures  (as  defined  in  Rules  13a-15(e)  and  15d-15(e)  under  the  Securities  Exchange  Act  of  1934,  as  amended,  or  the  Exchange  Act,  as  of  December  31,  2020.  The  term
“disclosure controls and procedures,” means controls and other procedures of a company that are designed to ensure that information required to be disclosed by a company in the
reports  that  it  files  or  submits  under  the  Exchange  Act  is  recorded,  processed,  summarized  and  reported,  within  the  time  periods  specified  in  the  Securities  and  Exchange
Commission’s  rules  and  forms.  Disclosure  controls  and  procedures  include,  without  limitation,  controls  and  procedures  designed  to  ensure  that  information  required  to  be
disclosed by a company in the reports that it files or submits under the Exchange Act is accumulated and communicated to the company’s management, including its principal
executive and principal financial officers, or persons performing similar functions, as appropriate to allow timely decisions regarding required disclosure. Management recognizes
that any controls and procedures, no matter how well designed and operated, can provide only reasonable assurance of achieving their objectives and management necessarily
applies  its  judgment  in  evaluating  the  cost-benefit  relationship  of  possible  controls  and  procedures.  Based  on  such  evaluation  of  our  disclosure  controls  and  procedures  as  of
December 31, 2020, our principal executive officer and principal financial officer have concluded that as of such date, our disclosure controls and procedures were effective at the
reasonable assurance level.

Management’s Annual Report on Internal Control Over Financial Reporting and Attestation Report of Registered Public Accounting Firm

Our management is responsible for establishing and maintaining adequate internal control over financial reporting (as defined in Rules 13a-15(f) and 15d-15(f) under the
Exchange  Act).  Our  internal  control  over  financial  reporting  is  a  process  designed  under  the  supervision  of  our  principal  executive  and  principal  financial  officer  to  provide
reasonable assurance regarding the reliability of our financial reporting and the preparation of financial statements for external purposes in accordance with generally accepted
accounting principles. Management assessed our internal control over financial reporting as of December 31, 2020. Management based its assessment on criteria established in
Internal Control - Integrated Framework issued by the Committee of Sponsoring Organizations of the Treadway Commission (2013 Framework). Based on that evaluation, our
management concluded that our internal control over financial reporting was effective as of December 31, 2020.

This Annual Report does not include an attestation report of our independent registered public accounting firm due to an exemption established by the JOBS Act for

“emerging growth companies”.

Changes in Internal Control Over Financial Reporting

There were no changes in our internal control over financial reporting (as defined in Rules 13a-15(f) and 15d-15(f)) under the Exchange Act) that occurred during the

fourth quarter of 2020 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

Inherent Limitations on Effectiveness of Controls

Our management, including our principal executive officer and principal financial officer, do not expect that our disclosure controls or our internal control over financial
reporting  will  prevent  all  errors  and  all  fraud.  A  control  system,  no  matter  how  well  conceived  and  operated,  can  provide  only  reasonable,  not  absolute,  assurance  that  the
objectives  of  the  control  system  are  met.  Further,  the  design  of  a  control  system  must  reflect  the  fact  that  there  are  resource  constraints,  and  the  benefits  of  controls  must  be
considered relative to their costs. Because of the inherent limitations in all control systems, no evaluation of controls can provide absolute assurance that all control issues and
instances of fraud, if any, have been detected. These inherent limitations include the realities that judgments in decision-making can be faulty, and that breakdowns can occur
because of a simple error or mistake. Additionally, controls can be circumvented by the individual acts of some persons, by collusion of two or more people or by

99

 
 
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management override of the controls. The design of any system of controls is also based in part upon certain assumptions about the likelihood of future events, and there can be
no assurance that any design will succeed in achieving its stated goals under all potential future conditions, over time, controls may become inadequate because of changes in
conditions, or the degree of compliance with policies or procedures may deteriorate. Because of the inherent limitations in a cost-effective control system, misstatements due to
error or fraud may occur and not be detected.

Item 9B. Other Information

None.

100

 
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Item 10. Directors, Executive Officers and Corporate Governance.

PART III

The  information  required  by  this  Item  10  is  incorporated  herein  by  reference  from  the  information  that  will  be  contained  in  our  proxy  statement  related  to  the  2021
Annual Meeting of Stockholders, which we intend to file with the Securities and Exchange Commission within 120 days of the end of our fiscal year ended December 31, 2020
pursuant to General Instruction G(3) of Form 10-K.

We have adopted a written code of business conduct and ethics that applies to our directors, officers, and employees, including our principal executive officer, principal
financial  officer,  principal  accounting  officer  or  controller,  or  persons  performing  similar  functions.  We  have  posted  a  current  copy  of  the  code  on  our  website,
www.schrodinger.com.  In  addition,  we  intend  to  post  on  our  website  all  disclosures  that  are  required  by  law  or  Nasdaq  listing  standards  concerning  any  amendments  to,  or
waivers  from,  any  provision  of  the  code.  Our  website  is  not  incorporated  by  reference  into  this  Annual  Report  and  you  should  not  consider  any  information  contained  in  or
accessible from our website to be a part of this Annual Report.

Item 11. Executive Compensation.

The information required by this Item 11 is incorporated herein by reference from the information that will be contained in our proxy statement related to the 2021 Annual
Meeting of Stockholders, which we intend to file with the Securities and Exchange Commission within 120 days of the end of our fiscal year ended December 31, 2020 pursuant
to General Instruction G(3) of Form 10-K.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.

The  information  required  by  this  Item  12  is  incorporated  herein  by  reference  from  the  information  that  will  be  contained  in  our  proxy  statement  related  to  the  2021
Annual Meeting of Stockholders, which we intend to file with the Securities and Exchange Commission within 120 days of the end of our fiscal year ended December 31, 2020
pursuant to General Instruction G(3) of Form 10-K.

Item 13. Certain Relationships and Related Transactions, and Director Independence.

The  information  required  by  this  Item  13  is  incorporated  herein  by  reference  from  the  information  that  will  be  contained  in  our  proxy  statement  related  to  the  2021
Annual Meeting of Stockholders, which we intend to file with the Securities and Exchange Commission within 120 days of the end of our fiscal year ended December 31, 2020
pursuant to General Instruction G(3) of Form 10-K.

Item 14. Principal Accountant Fees and Services.

The  information  required  by  this  Item  14  is  incorporated  herein  by  reference  from  the  information  that  will  be  contained  in  our  proxy  statement  related  to  the  2021
Annual Meeting of Stockholders, which we intend to file with the Securities and Exchange Commission within 120 days of the end of our fiscal year ended December 31, 2020
pursuant to General Instruction G(3) of Form 10-K.

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Item 15. Exhibits and Financial Statement Schedules.

(1)

Financial Statements

PART IV

The following documents are included on pages F-2 through F-8 attached hereto and are filed as part of this Annual Report.

Report of Independent Registered Public Accounting Firm

Consolidated Balance Sheets as of December 31, 2020 and 2019

Consolidated Statements of Operations for the Years ended December 31, 2020 and 2019

Consolidated Statements of Convertible Preferred Stock and Stockholders’ Deficit for the Years ended December 31, 2020 and 2019

Consolidated Statements of Cash Flows for the Years ended December 31, 2020 and 2019

Notes to Consolidated Financial Statements

(2)

Financial Statement Schedules

Page
F-2

F-3

F-4

F-6

F-7

F-8

All  financial  statement  schedules  have  been  omitted  because  they  are  not  applicable,  not  required,  or  the  information  required  is  shown  in  the  consolidated  financial

statements or the notes thereto.

(3)

Exhibits

The exhibits filed as part of this Annual Report are listed below.

Exhibit
Number

      Description of Exhibit

Form

File No.

Exhibit

Filing Date

Filed
Herewith

3.1

3.2

4.1

4.2

      Restated Certificate of Incorporation

      Amended and Restated Bylaws

8-K

8-K

001-39206

001-39206

      Specimen Stock Certificate evidencing the shares of common stock

S-1/A

333-235890

Amended and Restated Share Exchange Agreement, dated January 24, 2020, by
and between the Registrant and Bill & Melinda Gates Foundation Trust

S-1/A

333-235890

3.1

3.2

4.1

4.2

2/10/2020

2/10/2020

1/27/2020

1/27/2020

4.3

     Description of Securities Registered Under Section 12 of the Exchange Act

X

10.1 

Amended and Restated Investors’ Rights Agreement, dated as of November 9,
2018, by and among the Registrant and the other parties thereto, as amended

S-1/A

333-235890

10.1

1/27/2020

102

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
    
 
 
 
 
 
 
 
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10.2

10.3

     2010 Stock Plan, as amended

Form of Notice of Stock Option Grant and Stock Option Agreement under 2010
Stock Plan

S-1

S-1

333-235890

10.2

1/10/2020

333-235890

10.3

1/10/2020

10.4+

      2020 Equity Incentive Plan

S-1/A

333-235890

10.4

1/27/2020

10.5+

Form of Stock Option Agreement and Form of Restricted Stock Unit Agreement
under the 2020 Equity Incentive Plan

S-1/A

333-235890

10.5

1/27/2020

10.6+

      2020 Employee Stock Purchase Plan

S-1/A

333-235890

10.6

1/27/2020

10.7+

      Second Amended and Restated Director Compensation Policy

X

10.8+

      Senior Executive Incentive Compensation Plan

10.9+

      Executive Severance and Change in Control Benefits Plan

Employment Agreement, dated May 11, 2010, by and between the Registrant and
Ramy Farid

S-1

S-1

S-1

333-235890

10.8

1/10/2020

333-235890

10.9

1/10/2020

333-235890

10.10

1/10/2020

10.10+

10.11+

10.12+

10.13+

10.14+

10.15+

10.16+

10.17+

10.18+

10.19+

Employment Agreement, dated November 14, 2018, by and between the
Registrant and Joel Lebowitz

S-1

333-235890

10.11

1/10/2020

Employment Agreement, dated April 15, 2013, by and between the Registrant and
Cony D’Cruz

S-1

333-235890

10.12

1/10/2020

Managing Director Agreement, dated October 1, 2002, by and between
Schrödinger GmbH and Jörg Weiser

S-1

333-235890

10.13

1/10/2020

Employment Agreement, dated May 14, 2018, by and between the Registrant and
Karen Akinsanya

S-1

333-235890

10.14

1/10/2020

Employment Agreement, dated February 22, 2017, by and between the Registrant
and Jennifer Daniel

S-1

333-235890

10.15

1/10/2020

Employment Agreement, dated April 27, 2010, by and between the Registrant and
Yvonne Tran

S-1

333-235890

10.16

1/10/2020

Employment Agreement, dated September 11, 2006, by and between the
Registrant and Patrick Lorton

S-1

333-235890

10.17

1/10/2020

Employment Agreement, dated June 1, 2010, by and between the Registrant and
Shane Brauner

S-1

333-235890

10.18

1/10/2020

Employment Agreement, dated March 9, 2009, by and between the Registrant and
Robert Abel

S-1

333-235890

10.19

1/10/2020

103

 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
Table of Contents

10.20+

10.21+

10.22

10.23

10.24†

10.25†

10.26†

10.27†

10.28†

10.29†

10.30†

10.31†

10.32†

Consultant Agreement, dated July 1, 1999, between the Registrant and Richard A.
Friesner, as amended

10-Q

001-39206

10.1

8/10/2020

Form of Indemnification Agreement between the Registrant and each of its
Executive Officers and Directors

S-1

333-235890

10.21

1/10/2020

Lease, dated July 8, 2009, between SLG Tower 45 LLC and Registrant, as
amended

S-1

333-235890

10.22

1/10/2020

Lease, dated August  6, 2008, between One Main Place Portland – Oregon, Inc.,
Landlord, and Registrant, Tenant, as amended

S-1

333-235890

10.23

1/10/2020

Agreement, dated as of May  5, 1994, between The Trustees of Columbia
University in the City of New York and Registrant, as amended

S-1

333-235890

10.24

1/10/2020

Agreement, dated as of July  15, 1998, between The Trustees of Columbia
University in the City of New York and Registrant, as amended

S-1

333-235890

10.25

1/10/2020

Agreement, dated as of September 2001, between The Trustees of Columbia
University in the City of New York and Schrödinger, LLC, as amended

S-1

333-235890

10.26

1/10/2020

Agreement, dated as of June  19, 2003, between The Trustees of Columbia
University in the City of New York and Schrödinger, LLC

S-1

333-235890

10.27

1/10/2020

Software and Patent License Agreement, dated May  27, 2008, between The
Trustees of Columbia University in the City of New York and Schrödinger, LLC

S-1

333-235890

10.28

1/10/2020

Services Royalty Amendment, dated November  1, 2008, by and between The
Trustees of Columbia University in the City of New York and Schrödinger, LLC

S-1

333-235890

10.29

1/10/2020

Services Agreement, dated June  25, 2013, between D.E. Shaw India Software
Private Limited and Schrödinger, LLC, as amended

S-1

333-235890

10.30

1/10/2020

License and Software Development Agreement, dated March 14, 2013, by and
between D. E.  Shaw Research LLC and Schrödinger, LLC

S-1

333-235890

10.31

1/10/2020

Amended and Restated License and Software Development Agreement, dated
May  20, 2014, by and between D. E. Shaw Research, LLC and Schrödinger, LLC

S-1

333-235890

10.32

1/10/2020

10.33+

       Global Bonus Plan

S-1/A

333-235890

10.33

1/27/2020

104

 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
  
 
 
 
   
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
Table of Contents

10.34†

10.35

10.36

10.37†

Independent Contractor Agreement, dated June 23, 2020, by and between the
Registrant and Gates Ventures, LLC

10-Q

001-39206

10.2

8/10/2020

Restricted Stock Unit Agreement for Non-U.S. Participants under the 2020 Equity
Incentive Plan

10-Q

001-39206

10.1

11/12/2020

Stock Option Agreement for Non-U.S. Participants under the 2020 Equity
Incentive Plan

10-Q

001-39206

10.2

11/12/2020

Collaboration and License Agreement, dated November 22, 2020, by and between
the Registrant and Bristol-Myers Squibb Company

10.38+

  2021 Inducement Equity Incentive Plan

10.39+

10.40+

10.41+

21.1

23.1

31.1

31.2

32.1#

32.2#

Nonstatutory Stock Option Agreement under 2021 Inducement Equity Incentive
Plan

Restricted Stock Unit Agreement for U.S. Participants under 2021 Inducement
Equity Incentive Plan

Restricted Stock Unit Agreement for Non-U.S. Participants under 2021
Inducement Equity Incentive Plan

      Subsidiaries of the Registrant

S-1

333-235890

21.1

1/10/2020

      Consent of KPMG LLP, independent registered public accounting firm

Certification of Principal Executive Officer Pursuant to Rules 13a-14(a) and 15d-
14(a) under the Securities Exchange Act of 1934, as Adopted Pursuant to Section
302 of the Sarbanes-Oxley Act of 2002

Certification of Principal Financial Officer Pursuant to Rules 13a-14(a) and 15d-
14(a) under the Securities Exchange Act of 1934, as Adopted Pursuant to Section
302 of the Sarbanes-Oxley Act of 2002

Certification of Principal Executive Officer Pursuant to 18 U.S.C. Section 1350,
as Adopted Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002

Certification of Principal Financial Officer Pursuant to 18 U.S.C. Section 1350, as
Adopted Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002

X

X

X

X

X

X

X

X

X

X

101.INS

     XBRL Instance Document

101.SCH

     XBRL Taxonomy Extension Schema Document

101.CAL

     XBRL Taxonomy Extension Calculation Linkbase Document

105

 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
 
 
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

101.DEF

      XBRL Taxonomy Extension Definition Linkbase Document

101.LAB

      XBRL Taxonomy Extension Label Linkbase Document

101.PRE

      XBRL Taxonomy Extension Presentation Linkbase Document

†

#

+

Portions of this exhibit have been omitted pursuant to Item 601(b)(10)(iv) of Regulation S-K.

The certifications attached as Exhibits 32.1 and 32.2 that accompany this Annual Report, are deemed furnished and not filed with the Securities and
Exchange Commission and are not to be incorporated by reference into any filing of Schrödinger, Inc. under the Securities Act of 1933, as amended,
or the Securities Exchange Act of 1934, as amended, whether made before or after the date of this Annual Report, irrespective of any general
incorporation language contained in such filing.

Management contract or compensatory plan or arrangement filed in response to Item 15(a)(3) of the Instructions to the Annual Report on Form 10-K.

Item 16. Form 10-K Summary

None.

106

 
 
     
 
 
 
 
 
 
 
 
 
 
 
 
 
 
     
 
 
 
 
 
 
 
 
 
 
 
 
 
 
     
 
 
 
 
 
 
 
 
 
 
 
 
 
 
     
 
 
 
 
 
 
 
 
 
 
 
Table of Contents

SIGNATURES

Pursuant to the requirements of Section 13 or 15(d) of the Securities Exchange Act of 1934, as amended, the Registrant has duly caused this report to be signed on its

behalf by the undersigned, thereunto duly authorized.

Date:  March 4, 2021

  SCHRÖDINGER, INC.

  By:

 /s/ Ramy Farid

Ramy Farid, Ph.D.
President and Chief Executive Officer

Pursuant to the requirements of the Securities Exchange Act of 1934, as amended, this report has been signed below by the following persons on behalf of the Registrant

in the capacities and on the dates indicated.

Name

/s/ Ramy Farid
Ramy Farid, Ph.D.

/s/ Joel Lebowitz
Joel Lebowitz

/s/ Jenny Herman
Jenny Herman

/s/ Michael Lynton
Michael Lynton

/s/ Jeffrey Chodakewitz
Jeffrey Chodakewitz, M.D.

/s/ Richard Friesner
Richard Friesner, Ph.D.

/s/ Gary Ginsberg
Gary Ginsberg

/s/ Rosana Kapeller-Libermann
Rosana Kapeller-Libermann, M.D., Ph.D.

/s/ Gary Sender
Gary Sender

/s/ Nancy Thornberry
Nancy Thornberry

/s/ Timothy Wright
Timothy Wright, M.D.

Title

President and Chief Executive Officer, Director
(Principal Executive Officer)

Chief Financial Officer
(Principal Financial Officer)

Senior Vice President, Controller
(Principal Accounting Officer)

Chairman of the Board

Director

Director

Director

Director

Director

Director

Director

107

Date

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

March 4, 2021

 
 
 
 
   
 
 
   
 
 
   
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
   
 
 
 
Exhibit 4.3

DESCRIPTION OF SECURITIES REGISTERED UNDER SECTION 12 OF THE SECURITIES EXCHANGE ACT OF 1934, AS AMENDED

The following description of the securities of Schrödinger, Inc. (“us,” “our,” “we” or the “Company”) registered under Section 12 of the Securities Exchange Act of 1934, as
amended (the “Exchange Act”), is intended as a summary only and therefore is not a complete description of our common stock. This description is based upon, and is qualified
by reference to, our certificate of incorporation, our bylaws, our amended and restated share exchange agreement and applicable provisions of the Delaware General Corporation
Law (the “DGCL”). You should read our certificate of incorporation, our bylaws and our amended and restated share exchange agreement, which are incorporated by reference as
Exhibit 3.1, Exhibit 3.2 and Exhibit 4.2, respectively, to the Annual Report on Form 10-K of which this Exhibit 4.3 is a part, for the provisions that are important to you.

Authorized Capital Stock

Our authorized capital stock consists of 500,000,000 shares of our common stock, par value $0.01 per share, 100,000,000 shares of our limited common stock, par value $0.01 per
share and 10,000,000 shares of our preferred stock, par value $0.01 per share, all of which preferred stock is undesignated. Our common stock is registered under Section 12(b) of
the Exchange Act.

Common Stock and Limited Common Stock

Voting Rights. Holders of our common stock are entitled to one vote for each share of common stock held on all matters submitted to a vote of stockholders and do not have
cumulative voting rights. Holders of our limited common stock are entitled to one vote for each share of limited common stock held on all matters submitted to a vote of
stockholders, except such holders of limited common stock are not entitled to vote any shares of limited common stock in any election of directors or on the removal of directors.
At all meetings of stockholders at which directors are to be elected, other than in a contested election, when a quorum is present the election of directors by our stockholders will
be determined by majority voting, meaning each nominee will be elected to the board of directors if the votes cast “for” such nominee’s election by the stockholders entitled to
vote exceed the votes cast “against” the nominee’s election, with abstentions and “broker non-votes” not counting as votes “for” or “against.” In a contested election, when a
quorum is present the election of directors by our stockholders will be determined by a plurality of the votes cast by the stockholders entitled to vote on the election.

Dividends. Holders of common stock and limited common stock are entitled to receive proportionately any dividends as may be declared by our board of directors, subject to any
preferential dividend rights of any of our outstanding preferred stock.

Liquidation, Dissolution and Winding Up. In the event of our liquidation, dissolution or winding up, the holders of our common stock and limited common stock are entitled to
receive proportionately all assets available for distribution to stockholders after the payment of all debts and other liabilities and subject to the prior rights of any of our
outstanding preferred stock.

Other Rights. Holders of our common stock have no preemptive, subscription, redemption or conversion rights. The Bill & Melinda and Gates Foundation Trust, or the Trust, is
party to an amended and restated share exchange agreement with us pursuant to which the Trust is entitled to exchange each share of common stock held by the Trust into one
share of limited common stock at the Trust’s election. Holders of our limited common stock have no preemptive, subscription or redemption rights. Holders of our limited
common stock have the right to convert each share of our limited common stock into one share of common stock at such holder’s election. The rights, preferences and privileges
of holders of our common stock and limited common stock are subject to, and may be adversely affected by, the rights of the holders of shares of any series of our preferred stock
that we may designate and issue in the future.

Preferred Stock

 
 
Under the terms of our certificate of incorporation, our board of directors is authorized to issue shares of preferred stock in one or more series without stockholder approval. Our
board of directors has the discretion to determine the rights, preferences, privileges, and restrictions, including voting rights, dividend rights, conversion rights, redemption
privileges, and liquidation preferences, of each series of preferred stock. The purpose of authorizing our board of directors to issue preferred stock and determine its rights and
preferences is to eliminate delays associated with a stockholder vote on specific issuances. The issuance of preferred stock, while providing flexibility in connection with possible
acquisitions, future financings, and other corporate purposes, could have the effect of making it more difficult for a third party to acquire, or could discourage a third party from
seeking to acquire, a majority of our outstanding voting stock.

Provisions of Our Certificate of Incorporation and Bylaws and the DGCL That May Have Anti-Takeover Effects

Delaware Business Combination Statute. We are subject to Section 203 of the DGCL (“Section 203”), which prohibits a Delaware corporation from engaging in business
combinations with an interested stockholder. An interested stockholder is generally defined as an entity or person beneficially owning 15% or more of the outstanding voting
stock of the corporation or any entity or person affiliated with or controlling or controlled by such entity or person (“interested stockholder”).  Section 203 provides that an
interested stockholder may not engage in business combinations with the corporation for a period of three years after the date that such stockholder became an interested
stockholder, with the following exceptions:

•

before such date, the board of directors of the corporation approved either the business combination or the transaction that resulted in the stockholder becoming
an interested stockholder;

•

•

upon completion of the transaction that resulted in the stockholder becoming an interested stockholder, the interested stockholder owned at least 85% of the
voting stock of the corporation outstanding at the time the transaction began, excluding for purposes of determining the voting stock outstanding (but not the
outstanding voting stock owned by the interested stockholder) those shares owned (i) by persons who are directors and also officers and (ii) employee stock plans
in which employee participants do not have the right to determine confidentially whether shares held subject to the plan will be tendered in a tender or exchange
offer; or

on or after such date, the business combination is approved by the board of directors and authorized at an annual or special meeting of the stockholders, and not
by written consent, by the affirmative vote of at least 66 2/3% of the outstanding voting stock that is not owned by the interested stockholder.

In general, Section 203 defines business combinations to include the following:

•

•

•

•

•

any merger or consolidation involving the corporation and the interested stockholder;

any sale, lease, transfer, pledge or other disposition of 10% or more of the assets of the corporation to or with the interested stockholder;

subject to certain exceptions, any transaction that results in the issuance or transfer by the corporation of any stock of the corporation to the interested stockholder;

any transaction involving the corporation that has the effect of increasing the proportionate share of the stock or any class or series of the corporation beneficially
owned by the interested stockholder; or

the receipt by the interested stockholder of the benefit of any loss, advances, guarantees, pledges or other financial benefits by or through the corporation.

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Board of Directors; Removal of Directors. Our certificate of incorporation and our bylaws divide our board of directors into three classes with staggered three-year terms. In
addition, our certificate of incorporation and our bylaws provide that our directors may be removed only for cause and only by the affirmative vote of the holders of at least a
majority of the voting power of all outstanding shares of common stock. Under our certificate of incorporation and our bylaws, any vacancy on our board of directors, including a
vacancy resulting from an enlargement of our board of directors, may be filled only by vote of a majority of our directors then in office. Furthermore, our certificate of
incorporation provides that the authorized number of directors may be changed only by the resolution of our board of directors. The classification of our board of directors and the
limitations on the ability of our stockholders to remove directors, change the authorized number of directors and fill vacancies could make it more difficult for a third party to
acquire, or discourage a third party from seeking to acquire, control of our company.

Stockholder Action; Special Meeting of Stockholders; Advance Notice Requirements for Stockholder Proposals and Director Nominations. Our certificate of incorporation and
our  bylaws  provide  that  any  action  required  or  permitted  to  be  taken  by  our  stockholders  at  an  annual  meeting  or  special  meeting  of  stockholders  may  only  be  taken  if  it  is
properly brought before such meeting; stockholders may not take action by written consent in lieu of a meeting. Except as otherwise required by law, special meetings of the
stockholders can only be called by our board of directors or by our secretary at the request of the holders of at least 25% of the outstanding shares of our common stock and
limited common stock. In addition, our bylaws establish an advance notice procedure for stockholder proposals to be brought before an annual or special meeting of stockholders,
including proposed nominations of candidates for election to our board of directors. Stockholders at an annual or special meeting may only consider proposals or nominations
specified in the notice of meeting or brought before the meeting by or at the direction of our board of directors, or by a stockholder of record on the record date for the meeting
who is entitled to vote at the meeting and who has delivered timely written notice in proper form to our secretary of the stockholder’s intention to bring such business before the
meeting. The advance notice provisions in our bylaws could have the effect of delaying stockholder actions that are favored by the holders of a majority of our outstanding voting
securities. Moreover, the prohibition on stockholder action by written consent except as noted above could discourage a third party from making a tender offer for our common
stock  because  even  if  the  third  party  acquired  a  majority  of  our  outstanding  voting  stock,  it  would  be  able  to  take  action  as  a  stockholder,  such  as  electing  new  directors  or
approving a merger, only at a duly called stockholders meeting and not by written consent.

Exclusive Forum Selection. Our certificate of incorporation provides that, unless we consent in writing to the selection of an alternative forum, the Court of Chancery of the State
of Delaware (or, if the Court of Chancery of the State of Delaware does not have jurisdiction, the federal district court for the District of Delaware) shall, to the fullest extent
permitted by law, be the sole and exclusive forum for (1) any derivative action or proceeding brought on our behalf, (2) any action asserting a claim of breach of a fiduciary duty
owed by any of our directors, officers, other employees or stockholders to our company or our stockholders, (3) any action asserting a claim arising pursuant to any provision of
the DGCL or as to which the DGCL confers jurisdiction on the Court of Chancery of the State of Delaware or (4) any action asserting a claim arising pursuant to any provision of
our certificate of incorporation or bylaws (in each case, as they may be amended from time to time) or governed by the internal affairs doctrine. These choice of forum provisions
do not apply to suits brought to enforce any duty or liability created by the Securities Act of 1933, as amended, or the rules and regulations thereunder, the Exchange Act, or the
rules and regulations thereunder or any other claim for which the federal courts have exclusive jurisdiction. Although our certificate of incorporation contains the choice of forum
provisions described above, it is possible that a court could rule that such provisions are inapplicable for a particular claim or action or that such provisions are unenforceable.

2

 
 
 
 
Schrödinger, Inc.

Second Amended and Restated Director Compensation Policy

Adopted on February 18, 2021

EXHIBIT 10.7

Effective as of January 1, 2021, the non-employee directors of Schrödinger, Inc. (the “Company”) shall receive the following compensation for their service as members of the
Board of Directors (the “Board”) of the Company.

Director Compensation

Our goal is to provide compensation for our non-employee directors in a manner that enables us to attract and retain outstanding director candidates and reflects the substantial
time commitment necessary to oversee the Company’s affairs. We also seek to align the interests of our directors and our stockholders and we have chosen to do so by
compensating our non-employee directors with a mix of cash and equity-based compensation.

Cash Compensation

The fees that will be paid to our non-employee directors for service on the Board, and for service on each committee of the Board on which the director is then a member, and the
fees that will be paid to the chairperson of the Board, if one is then appointed, and the chairperson of each committee of the Board will be as follows:

Board of Directors
Audit Committee
Compensation Committee
Nominating and Corporate Governance Committee
Drug Discovery Committee

1
Base

$40,000
—
—
—
—

2
Incremental–Board
Chair or
Committee Chair

$35,000 (Non-Executive Chair)
$20,000
$15,000
$10,000
$10,000

3
Incremental –
Non-Chair
Committee
Members
—
$10,000
$7,500
$5,000
$5,000

The foregoing fees will be payable in arrears in four equal quarterly installments on the last day of each quarter, provided that the amount of such payment will be prorated for
any portion of such quarter that the director is not serving on our Board, on such committee or in such position.

Equity Compensation

Initial Grants. Upon initial election to our Board, each non-employee director will be granted, automatically and without the need for any further action by the Board, an initial
equity award of an option to purchase 17,471 shares of our common stock. The initial award shall have a term of ten years from the date of grant of the award, and shall vest and
become exercisable as to 33.3333% of the shares underlying such award on each of the first, second and third anniversaries of the date of grant of the award, subject the director’s
continued service as a director, employee or consultant through each applicable vesting date. The vesting shall accelerate as to 100% of the shares upon a Change in Control of
the Company (as defined in the Company’s Executive Severance and Change in Control Benefits Plan). The exercise price shall be the closing price of our common stock on the
date of grant.

 
 
 
   
   
   
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Annual Grants. Beginning in calendar year 2021, each non-employee director who is serving as a member of our Board will be granted, automatically and without the need for
any further action by the Board, an equity award on the date of our annual meeting of stockholders for such year of an option to purchase 8,736 shares; provided, however, that
for a non-employee director who was initially elected to the Board within the 12 months preceding the annual meeting of stockholders, the number of shares subject to such
option shall be pro-rated on a monthly basis for time in service. The annual award shall have a term of ten years from the date of the award, and shall vest on the twelve-month
anniversary of the date of the date of grant of the award (or, if earlier, the date of the next annual meeting of stockholders following the date of grant of the award), subject to the
director’s continued service as a director, employee or consultant through each applicable vesting date. The vesting shall accelerate as to 100% of the shares upon a Change in
Control of the Company. The exercise price shall be the closing price of our common stock on the date of grant.

The foregoing share amounts shall be automatically adjusted in the event of any stock split, reverse stock split, stock dividend, recapitalization, combination of shares,
reclassification of shares, spin-off or other similar change in capitalization or event effecting our common stock, or any distribution to holders of our common stock other than an
ordinary cash dividend.

The initial awards and the annual awards shall be subject to the terms and conditions of our 2020 Equity Incentive Plan, or any successor plan, and the terms of the option
agreements entered into with each director in connection with such awards.

Expenses

Upon presentation of documentation of such expenses reasonably satisfactory to the Company, each non-employee director shall be reimbursed for his or her reasonable out-of-
pocket business expenses incurred in connection with attending meetings of the Board and committees thereof or in connection with other business related to the Board, and each
non-employee director shall also be reimbursed for his or her reasonable out-of-pocket business expenses authorized by the Board or a committee of the Board that are incurred in
connection with attendance at various conferences or meetings with management of the Company, in accordance with the Company’s travel policy, as it may be in effect from
time to time.

 
 
 
Certain identified information has been excluded from the exhibit because it is both (i) not material and (ii) would likely cause competitive harm to
the Company, if publicly disclosed.  

CONFIDENTIAL Execution Version

Triple asterisks denote omissions.

COLLABORATION AND LICENSE AGREEMENT

EXHIBIT 10.37

THIS COLLABORATION  AND LICENSE AGREEMENT (this “Agreement”) is made and entered into as of November 22, 2020 (the “Effective
Date”) by and between SCHRÖDINGER, INC., a corporation organized under the laws of the State of Delaware, having its principal place of business at
120 West 45th Street, 17th Floor, New York, New York, 10036 (“Schrödinger”), and BRISTOL-MYERS SQUIBB COMPANY,  a  Delaware  corporation
headquartered at 430 East 29th Street, 14th Floor, New York, New York, USA 10016 (“BMS”). Schrödinger and BMS are sometimes referred to
herein individually as a “Party” and collectively as the “Parties”.

RECITALS

Whereas, BMS is a biopharmaceutical company engaged in the research, development, manufacture and commercialization of human

therapeutic products.

Whereas,  Schrödinger  is  a  software  and  drug  discovery  company  that  has  technology  and  expertise  relating  to  the  discovery  and

development of compounds directed to certain targets using its proprietary computational platform technology and drug discovery capabilities.

Whereas,  Schrödinger  and  BMS  desire  to  collaborate  in  the  performance  of  a  Research  Program  for  the  purpose  of  discovery  and
preclinical  development  of  Licensed  Collaboration  Compounds  for  the  Designated  Targets  suitable  for  development  for  human  therapeutic  uses,
with the objective of identifying one or more Licensed Collaboration Compounds or Licensed Collaboration Products for the Designated Targets for
BMS to advance into human clinical trials, in accordance with the terms and conditions set forth in this Agreement.

Whereas,  separate  from  the  Research  Program,  the  Parties  intend  to  negotiate  for  BMS  to  have  the  right  to  conduct  research,
development and commercialization activities with respect to Degrader Compounds containing Licensed Binders for the Designated Targets, and
have committed to negotiate in good faith a further agreement with respect to Degrader Compounds containing Licensed Binders for the Designated
Targets, in accordance with the terms and conditions set forth in this Agreement.

Whereas,  BMS  will  have  certain  exclusive  licenses  and  rights  with  respect  to  Licensed  Compounds  and  Licensed  Products  for  the
Designated Targets and will be solely responsible for the clinical development and commercialization of Licensed Collaboration Compounds and
Licensed Collaboration Products for the Designated Targets worldwide, in accordance with the terms and conditions set forth in this Agreement.

 
 
 
 
 
 
Now  Therefore,  in  consideration  of  the  foregoing  premises  and  the  mutual  promises,  covenants  and  conditions  contained  in  this
Agreement  and  for  other  good  and  valuable  consideration,  the  receipt  and  sufficiency  of  which  are  hereby  acknowledged,  the  Parties  agree  as
follows.

1.

DEFINITIONS

As used in this Agreement, the terms with initial letters capitalized, whether used in the singular or plural form, shall have the meanings

set forth in this Article 1 or, if not listed below, the meaning designated in places throughout this Agreement.

1.1

1.2

1.3

1.4

1.5

“AAA” means the American Arbitration Association.

“Acquirer” has the meaning set forth in Section 12.6(d).

“Acquired Party” has the meaning set forth in Section 12.6(d).

“Acquirer Technology” has the meaning set forth in Section 12.6(a).

“Acquisition Transaction” has the meaning set forth in Section 11.4.

1.6

“Adaptive Trial” means a Clinical Trial that does not meet the criteria for a Registrational Trial at the time such Clinical Trial
is  initiated  and  includes  a  prospectively  planned  opportunity  for  such  Clinical  Trial  to  be  modified  based  on  interim  analyses  to  change  to  a
Registrational Trial following an analysis of interim data from subjects in such Clinical Trial.

1.7

“Affiliate” means, with respect to a particular Party, a Person that controls, is controlled by or is under common control with
such  Party.  For  the  purposes  of  this  definition,  the  word  “control”  (including,  with  correlative  meaning,  the  terms  “controlled  by”  or  “under  the
common control with”) means the actual power, either directly or indirectly through one or more intermediaries, to direct or cause the direction of
the management and policies of such Person, whether by the ownership of more than fifty percent (50%) of the voting stock of such entity, or by
contract or otherwise.

1.8

“Alliance Manager” has the meaning set forth in Section 2.5.

1.9

“Applicable Law” means any applicable federal, state, local or foreign law, statute, ordinance, principle of common law, or
any  rule,  regulation,  standard,  judgment,  order,  writ,  injunction,  decree,  arbitration  award,  agency  requirement,  license  or  permit  of  any
Governmental Authority.

1.10

“Animal Care Guidelines” has the meaning set forth in Section 3.13.

1.11

“Arbitrable  Matter”  means  any  dispute  concerning  the  validity,  interpretation  or  construction  of,  compliance  with,  or
breach of (other than a breach of Sections [***]), this Agreement, including any dispute with respect to whether either Party is entitled to terminate
this Agreement pursuant to Article 13, in whole or as to any Collaboration Target. For clarity,

- 2 -

 
 
Arbitrable Matters do not include Royalty Rate Matters, R&D Expert Matters or any JSC disputes for which either Party has final decision-making
authority in accordance with Section 2.1(e).

1.12

1.13

“Bankrupt Party” has the meaning set forth in Section 17.3(a).

“Base Royalty Rate” has the meaning set forth in Section 8.4(b).

1.14

“Biosimilar  Product”  means,  in  a  particular  country  with  respect  to  a  particular  Licensed  Collaboration  Product,  any
pharmaceutical product that is claimed to be biosimilar to, or interchangeable or substitutable with, such Licensed Collaboration Product (including
a product that is the subject of an application submitted under Section 351(k) of the PHSA in the United States or under Article 10(4) of Directive
2001/83/EC in the European Union or any member state thereof, in each case citing such Licensed Collaboration Product as the reference product or
where  such  application  was  based  in  significant  part  upon  clinical  data  generated  by  BMS  (or  its  Affiliates  or  Sublicensee)  with  respect  to  such
Licensed Collaboration Product).

1.15

1.16

1.17

1.18

1.19

“BMS Claims” has the meaning set forth in Section 15.1.

“BMS Indemnitees” has the meaning set forth in Section 15.1.

“BMS Patent” means any Patent that claims a Sole Invention owned by BMS.

“Business Combination Transaction” has the meaning set forth in the definition of “Change of Control Transaction”.

“Business Day” means a day that is not a Saturday, Sunday or a day on which banking institutions in New York, New York

are required by Applicable Law to remain closed.

1.20

“Calendar  Quarter”  means  the  respective  periods  of  three  consecutive  calendar  months  ending  on  March  31,  June  30,

September 30 and December 31.

1.21

1.22

“Calendar Year” means the one (1) year period beginning on January 1 and ending on December 31.

“Change of Control Transaction” means, with respect to a Party:

(a)

the  acquisition  by  any  individual,  entity  or  group  (within  the  meaning  of  Section  13(d)(3)  or  14(d)(2)  of  the
Securities  Exchange  Act  of  1934,  as  amended)  (a  “Specified Person”)  of  beneficial  ownership  (within  the  meaning  of  Rule  13d-3  promulgated
under the Securities Exchange Act of 1934, as amended) of fifty percent (50%) or more of either (i) the then outstanding capital stock of such Party
(the “Outstanding Capital Stock”) or (ii) the combined voting power of the then outstanding voting securities of such Party (the “Outstanding
Voting Securities”);

the  consummation  of  any  acquisition,  merger  or  consolidation  involving  any  Third  Party  (a  “Business
Combination Transaction”), unless immediately following such Business Combination Transaction, (i) the individuals and entities who were the
beneficial owners, respectively, of the Outstanding Capital Stock and Outstanding Voting Securities immediately

(b)

- 3 -

 
 
prior  to  such  Business  Combination  Transaction  beneficially  own,  directly  or  indirectly,  fifty  percent  (50%)  or  more  of,  respectively,  the  then-
outstanding capital stock and the combined voting power of the then-outstanding voting securities, as the case may be, of the corporation or other
entity  resulting  from  such  Business  Combination  Transaction  (including  a  corporation  which  as  a  result  of  such  transaction  owns  the  then-
outstanding  securities  of  such  Party  or  all  or  substantially  all  of  such  Party’s  assets  either  directly  or  through  one  or  more  subsidiaries)  in
substantially  the  same  proportions  as  their  ownership,  immediately  prior  to  such  Business  Combination  Transaction,  of  the  Outstanding  Capital
Stock and Outstanding Voting Securities, as the case may be and (ii) fifty percent (50%) or more of the members of the board of directors of the
corporation  resulting  from  such  Business  Combination  Transaction  were  members  of  the  Board  of  Directors  of  such  Party  at  the  time  of  the
execution of the initial agreement, or of the action of the Board of Directors of such Party, providing for such Business Combination Transaction; or

a  Party  or  any  of  its  Affiliates  sells  or  transfers  to  any  Specified  Person(s)  (other  than  the  other  Party  or  its
Affiliates) in one or more related transactions properties or assets representing all or substantially all of such Party’s business or assets at the time of
such sale or transfer.

(c)

1.23

1.24

“Claim” has the meaning set forth in Section 15.3.

“Clinical Trial” means any human clinical trial of a Licensed Collaboration Compound or Licensed Collaboration Product.

1.25

“CMC”  means  chemistry,  manufacturing  and  controls  with  respect  to  Licensed  Collaboration  Compounds  or  Licensed
Collaboration  Products,  including  the  chemistry,  manufacturing  and  controls  section  of  Regulatory  Materials  for  the  Licensed  Collaboration
Products and all data contained or referenced therein.

1.26

“Collaboration In-License” has the meaning set forth in Section 8.4(e)(ii)B.

1.27

“Collaboration Target” means the (a) Initial Collaboration Targets set forth on Exhibit A, (b) any Substitute Target that is
selected as a Designated Target in accordance with Section 3.4(c) of this Agreement, (c) any Reserved Target, and (d) [***], in each case ((a), (b),
(c) and (d)) for so long as any such Target remains an Initial Collaboration Target, Designated Target, Substitute Target or Reserved Target.

1.28

“Combination Product”  means  a  product  that  includes  at  least  one  additional  active  ingredient  (whether  coformulated  or
copackaged) that is not a Licensed Collaboration Compound. Pharmaceutical dosage form vehicles, adjuvants, and excipients shall not be deemed to
be “active ingredients”, except in the case where such vehicle, adjuvant, or excipient is recognized by the FDA as an active ingredient in accordance
with 21 CFR 210.3(b)(7).

1.29

1.30

“Commercial Arbitration Rules” has the meaning set forth in Section 16.2(b).

“Commercialize”  or  “Commercialization”  means  the  marketing,  promotion,  sale  (and  offer  for  sale  or  contract  to  sell),

distribution, importation or other commercial exploitation (including pricing and reimbursement activities) for a Licensed Product in the Territory.

- 4 -

 
 
Commercialization shall include commercial activities conducted in preparation for Licensed Product launch.

1.31

“Commercially Reasonable Efforts” means, with respect BMS’ obligations under this Agreement, [***].  “Commercially

Reasonable Efforts” means, with respect to Schrödinger’s obligations under this Agreement, [***].  

1.32

“Companion Diagnostic” means a diagnostic product that provides information for the safe and effective use of a Licensed
Collaboration Compound or Licensed Collaboration Product, including to identify patients who are most likely to benefit from treatment, to identify
patients who are likely to be at increased risk for serious side effects as a result of treatment, or to monitor response to treatment.  For example, a
Companion  Diagnostic  may  detect  or  quantify  the  presence  or  amount  of  an  analyte  in  body  or  tissue  that  affects  the  pathogenesis  of  the  target
disease.

1.33

“Compound” means any nucleic acid, antibody, biologic, compound, small molecule or other molecule.

1.34

“Confidential Information” means, with respect to a Party, and subject to Section 12.1, all non-public Information of such
Party that is disclosed to the other Party under this Agreement or the Prior CDA or generated under or in connection with the Research Plans, which
may  include  specifications,  know-how,  trade  secrets,  technical  information,  models,  business  information,  inventions,  discoveries,  methods,
procedures,  formulae,  protocols,  techniques,  data,  and  unpublished  patent  applications,  whether  disclosed  in  oral,  written,  graphic,  or  electronic
form;  provided,  that,  notwithstanding  the  foregoing,  (a)  the  existence  and  terms  of  this  Agreement  shall  be  deemed  to  be  the  Confidential
Information  of  both  Parties  and  both  Parties  shall  be  deemed  to  be  the  Receiving  Party  with  respect  thereto,  (b)  Joint  Inventions  (subject  to  the
subclause (c) below) shall be deemed to be the Confidential Information of both Parties, and both Parties shall be deemed to be the Disclosing Party
with  respect  thereto,  (c)  for  a  given  Designated  Target,  any  Information  specifically  relating  to  Licensed  Collaboration  Compounds  or  Licensed
Collaboration Products for such Designated Target or the Development, Commercialization or other Exploitation thereof (including, for clarity, (i)
Designated Target structure-based compound design information for such Licensed Collaboration Compounds or Licensed Collaboration Products
for  such  Designated  Target,  or  (ii)  any  proprietary  data  generated  under  this  Agreement  that  specifically  relates  to  the  Licensed  Collaboration
Compounds or Licensed Collaboration Products for such Designated Target that is used to fit specific parameters of a model (e.g., to parameterize a
QSAR model) to specific classes and types of compounds) (“Licensed  Collaboration  Product  Information”)  shall be deemed the  Confidential
Information  of  [***],  and  [***]  shall  be  deemed  to  be  the  Disclosing  Party,  and  [***]  shall  be  deemed  to  be  the  Receiving  Party,  with  respect
thereto;  provided  that  [***],  (d)  except  for  any  Schrödinger  Platform  Inventions  assigned  to  Schrödinger  by  or  on  behalf  of  BMS  pursuant  to
Section  9.1(b)  in  connection  with  BMS’  exercise  of  its  license  grant  under  Section  7.1(b),  the  Schrödinger  Platform  and  Schrödinger  Platform
Inventions shall be the Confidential Information of Schrödinger, and Schrödinger will have no obligation to disclose the Schrödinger Platform or
Schrödinger  Platform  Inventions  to  BMS,  (e)  for  a  Terminated  Target,  any  Confidential  Information  disclosed  by  Schrödinger  that  solely  and
specifically  relates  to  Reversion  Compounds  or  Reversion  Products  for  such  Terminated  Target,  or  the  development,  Manufacture,
commercialization or other Exploitation thereof (including, for

- 5 -

 
 
clarity, Confidential Information  owned  or  controlled  by  Schrödinger  that  solely  and  specifically  relates  to  (i)  Terminated  Target  structure-based
compound  design  information  for  such  Reversion  Compounds  or  Reversion  Products,  or  (ii)  any  proprietary  data  that  is  generated  under  this
Agreement and solely and specifically  related  to  the  Reversion  Compounds  or  Reversion  Products  for  such  Terminated  Target  that  is  used  to  fit
specific parameters of a model (e.g., to parameterize a QSAR model) to specific classes and types of compounds) shall be Confidential Information
of Schrödinger, and BMS will have no rights with respect thereto under this Agreement. For clarity, any use or disclosure thereof that is authorized
under Article 12 shall not be restricted by, or be deemed a violation of, such Prior CDA.

1.35

“Control”  or  “Controlled”  means,  with  respect  to  any  Material,  Information,  Patent  or  intellectual  property  right,  that  a
Party or its Affiliate (a) owns such Material, Information, Patent or intellectual property right, or (b) has a license or right to use to such Material,
Information, Patent or intellectual property right, in each case (a) or (b) with the ability to grant to the other Party access, a right to use, or a license,
or  a  sublicense  (as  applicable)  to  such  Material,  Information,  Patent  or  intellectual  property  right  on  the  terms  and  conditions  set  forth  herein,
without violating the terms of any agreement or other arrangement with any Third Party in existence as of the time such Party or its Affiliates would
first be required hereunder to grant the other Party such access, right to use or (sub)license. Schrödinger and its Affiliates shall not be deemed to
Control  any  Material,  Information,  Patent  or  other  intellectual  property  right  licensed  to  Schrödinger  pursuant  to  a  Schrödinger  New  In-License
entered into after the Effective Date unless such Schrödinger New In-License becomes a Collaboration In-License or unless such Schrödinger New
In-License is otherwise deemed Controlled by Schrödinger pursuant to Section 8.4(e)(ii)B. Notwithstanding the foregoing, with respect to Acquirer
Technology, the definition of “Control” is subject to the terms and conditions set forth in Section 12.6.

1.36

“Conversion Date” has the meaning set forth in the definition of “Converted Trial”.

1.37

“Converted Trial” means an Adaptive Trial that is modified to meet and otherwise satisfies the criteria for a Registrational
Trial based on pre-specified analyses following an analysis of interim data from subjects in such Adaptive Trial.  For clarity, an Adaptive Trial shall
only  constitute  a  Converted  Trial  if,  from  and  after  the  date  following  such  modification  or  analysis,  such  Adaptive  Trial  is  continued  as  a
Registrational Trial (such date with respect to such Converted Trial, the “Conversion Date”).

1.38

“Cover”, “Covered” or “Covering” means, with respect to a Licensed Compound or a Licensed Product and a Patent, that,
in  absence  of  a  (sub)license  under,  or  ownership  of,  such  Patent,  the  making,  using,  offering  for  sale,  selling  or  importing  of  such  Licensed
Compound or Licensed Product would infringe such Patent as issued or, with respect to a pending claim included in such Patent, as if such pending
claim were to issue without modification.

1.39

1.40

“Cure Period” has the meaning set forth in Section 13.3(a).

“DC Candidate” means, for a given Designated Target, each Licensed Collaboration Compound that the JSC or the R&D

Expert determines has achieved the DC Criteria

- 6 -

 
 
for such Designated Target, or that BMS selects for such Designated Target, in each case pursuant to Section 3.6(c).

1.41

“DC Criteria” means, for a given Designated Target, (a) the requirements for a Licensed Collaboration Compound for such

Designated Target to achieve development candidate status as set forth in the applicable Research Plan and (b) [***].

1.42

1.43

1.44

1.45

“DC Payment” has the meaning set forth in Section 8.2(a).

“Definitive Degrader Agreement” has the meaning set forth in Section 7.6.

“Degrader Compound” means [***] comprising all of the following: [***] and [***] a Target Binding Moiety.

“Degrader Program” has the meaning set forth in Section 7.6.

1.46

“Designated Target” means (a) each Initial Collaboration Target, (b) each Substitute Target that is selected as a Designated
Target in accordance with Section 3.4(c), and (c) [***], in each case ((a), (b), and (c)) for so long as any such Target remains an Initial Collaboration
Target  or  Substitute  Target  (including  any  Substitute  Target  that  is  selected  as  a  Designated  Target).  For  clarity,  any  Designated  Target  that  is
substituted pursuant to Section 3.4(c) shall no longer be a Designated Target or a Collaboration Target and shall be a Terminated Target from and
after the date on which the new Research Plan (including the DC Criteria) for such new Designated Target is approved by the JSC hereunder.

1.47

“Develop” or “Development” means all activities that relate to obtaining, maintaining or expanding Regulatory Approval of
a  Licensed  Compound  or  a  Licensed  Product  and  to  supporting  appropriate  usage  for  such  Licensed  Compound  or  Licensed  Product,  for  one  or
more  Indications  in  the  Field.  This  includes:  (a)  preclinical/nonclinical  research  and  testing,  toxicology,  and  Clinical  Trials;  and  (b)  preparation,
submission,  review,  and  development  of  data  or  other  Information  and  Regulatory  Materials  for  the  purpose  of  submission  to  a  Governmental
Authority to obtain, maintain or expand Regulatory Approval of a Licensed Product (including contacts with Regulatory Authorities).

1.48

“Disclosing  Party”  has  the  meaning  set  forth  in  Section  12.1,  subject  to  the  proviso  in  the  definition  of  Confidential

Information.

1.49

1.50

1.51

1.52

1.53

“Distracting Product” has the meaning set forth in Section 11.4.

“Dollar” or “$” means the lawful currency of the United States.

“Effective Date” means the date specified in the initial paragraph of this Agreement.

“EMA” means the European Medicines Agency and any successor agency thereto.

“EMA Approval” means, with respect to a Licensed Collaboration Product, receipt of both (a) Regulatory Approval from

the EMA of an MAA for such Licensed Collaboration

- 7 -

 
 
Product in the EU under the centralized EMA filing procedure and (b) pricing and reimbursement approvals in any [***] of the Major European
Countries; provided, however, that if the centralized EMA filing procedure is not used, EMA Approval will be achieved upon receipt of Regulatory
Approval from the applicable Regulatory Authority of an MAA for such Licensed Collaboration Product and receipt of pricing and reimbursement
approvals in any [***] of the Major European Countries.

1.54

“Europe”  means  the  countries  comprising  the  European  Union  as  it  may  be  constituted  from  time  to  time,  together  with
those  additional  countries  comprising  the  European  Economic  Area  (as  of  the  Effective  Date,  Iceland,  Liechtenstein  and  Norway)  as  it  may  be
constituted from time to time, and Switzerland and the United Kingdom.

1.55

“EU” or “European Union” means the European Union, as its membership may be constituted from time to time, and any
successor thereto, and which, as of the Effective Date, consists of Austria, Belgium, Bulgaria, Czech Republic, Denmark, Estonia, Finland, France,
Germany, Greece, Hungary, Ireland, Italy, Latvia, Lithuania, Luxembourg, Malta, The Netherlands, Poland, Portugal, Romania, Slovakia, Slovenia,
Spain, and Sweden and that certain portion of Cyprus included in such organization.

1.56

1.57

“Executive Officer” means, in the case of BMS, [***], and in the case of Schrödinger, Schrödinger’s [***].

“Existing Patents” has the meaning set forth in Section 14.2(a).

1.58

“Expert” means a mutually acceptable, disinterested, conflict-of-interest-free individual not affiliated with either Party or its
Affiliates  who,  with  respect  to  a  dispute  concerning  a  financial,  commercial,  scientific  or  regulatory  matter  possesses  appropriate  expertise  to
resolve  such  dispute.  The  Expert  (or  any  of  the  Expert’s  current  or  former  employers)  (a)  shall  not  be  or  have  been  at  any  time  an  Affiliate,
employee, consultant (during the previous [***]), officer or director of either Party or any of its Affiliates, or (b) shall not own equity or debt in
either Party or any of its Affiliates (other than equity or debt owned through a broad based mutual fund or exchange trade fund).

1.59

“Exploit” or “Exploitation” means, with respect to a Compound, product or process, to make, have made, import, use, sell
or offer for sale, including to research, develop, commercialize, register, modify, enhance, improve, Manufacture, hold or keep (whether for disposal
or otherwise), formulate, optimize, have used, export, transport, distribute, promote, market or have sold or otherwise dispose of such Compound,
product or process.

1.60

1.61

1.62

“FDA” means the United States Food and Drug Administration and any successor agency thereto.

“FD&C Act” or “Act” means the United States Federal Food, Drug, and Cosmetic Act, as amended.

“Field” means, with respect to a Licensed Compound or Licensed Product, all indications and uses, including the diagnosis,

prevention, palliation, control or treatment of any indication, disease, disorder or condition, including the Exploitation of Companion Diagnostics.

- 8 -

 
 
1.63

“Final Offer” has the meaning set forth in Section 16.2(d)(i).

1.64

“First Commercial Sale” means, with respect to a Licensed Collaboration Product or Termination Product and a country,
the  first  sale  to  a  Third  Party  that  is  not  a  Related  Party  of  such  Licensed  Collaboration  Product  or  Termination  Product,  as  applicable,  in  such
country after Regulatory Approval of such Licensed Collaboration Product or Termination Product has been obtained in such country.

1.65

1.66

“Future In-Licensed IP” has the meaning set forth in Section 8.4(e)(ii).

“GAAP” means generally accepted accounting principles in the U.S. consistently applied.

1.67

“Generic Product” means, with respect to a Licensed Collaboration Product in a country, any pharmaceutical product that
(a) is distributed by a Third Party under a Marketing Authorization Application approved by a Regulatory Authority in reliance, in whole or in part,
on the prior approval (or on safety or efficacy data submitted in support of the prior approval) of such Licensed Collaboration Product, including
any product authorized for sale (i) in the U.S. pursuant to Section 505(b)(2) or Section 505(j) of the Act (21 U.S.C. 355(b)(2) and 21 U.S.C. 355(j),
respectively),  (ii)  in  the  EU  pursuant  to  a  provision  of  Articles  10,  10a  or  10b  of  Parliament  and  Council  Directive  2001/83/EC  as  amended
(including an application under Article 6.1 of Parliament and Council Regulation (EC) No 726/2004 that relies for its content on any such provision)
or (iii) in any other country or jurisdiction pursuant to all equivalents of such provisions or (b) is otherwise substitutable under Applicable Law for
such  Licensed  Collaboration  Product  when  dispensed  without  the  intervention  of  a  physician  or  other  health  care  provider  with  prescribing
authority.

1.68

“[***]” means, [***].

1.69

“Governmental Authority” means any multi-national, federal, state, local, municipal or other government authority of any
nature (including any governmental division, subdivision, department, agency, bureau, branch, office, commission, council, court, tribunal or other
entity).

1.70

1.71

“Handoff” has the meaning set forth in Section 4.1(a).

“Immunology  Targets”  means  (a)  the  Initial  Collaboration  Targets  designated  as  “Immunology  Targets”  on  Exhibit  A

hereto, and (b) any Substitute Targets designated by the JSC as “Immunology Targets”.

1.72

“IND”  means  (a)  an  Investigational  New  Drug  Application  as  defined  in  the  FD&C  Act  and  applicable  regulations
promulgated thereunder by the FDA, or (b) the equivalent application to the applicable Regulatory Authority in any other regulatory jurisdiction, the
filing of which is necessary to initiate or conduct clinical testing of a pharmaceutical product in humans in such jurisdiction.

1.73

“Indemnified Party” has the meaning set forth in Section 15.3.

- 9 -

 
 
1.74

1.75

“Indemnifying Party” has the meaning set forth in Section 15.3.

“Indication” has the meaning set forth in Section 8.2(d).

1.76

“Information”  means  any  data,  results,  and  information  of  any  type  whatsoever,  in  any  tangible  or  intangible  form,
including  know-how,  trade  secrets,  practices,  techniques,  methods,  processes,  inventions,  developments,  specifications,  formulations,  formulae,
software, source code, object code, algorithms, marketing reports, expertise, stability, technology, test data (including pharmacological, biological,
chemical, biochemical, toxicological, and clinical test data), manufacturing (including CMC) data, analytical and quality control data, stability data,
studies and procedures.

1.77

1.78

1.79

“Infringement” has the meaning set forth in Section 9.5(a).

“Initial Collaboration Targets” has the meaning set forth in Section 3.4(a).

“[***]” has the meaning set forth in Section [***].

1.80

“Initiation”  of  a  Clinical  Trial  means  the  first  dosing  of  the  first  subject  in  the  relevant  Clinical  Trial  of  a  Licensed
Collaboration  Product  in  accordance  with  the  applicable  protocol  and  Applicable  Law;  provided,  however,  that  a  Clinical  Trial  that  does  not
constitute a Registrational Trial at the time the first patient is dosed shall not be deemed to be Initiated for purposes of the Milestone Payments for
Registrational  Trials  pursuant  to  Section  8.2  until  the  first  patient  is  first  dosed  in  such  Clinical  Trial  after  such  Clinical  Trial  constitutes  a
Registrational Trial, in accordance with Section 1.142 (or, with respect to an Adaptive Trial, after the Conversion Date for such Adaptive Trial).

1.81

1.82

1.83

“Insolvency Event” has the meaning set forth in Section 13.4.

“Inventor Compensation” has the meaning set forth in Section 8.14.

“JNDA” means a new drug application filed with the MHLW required for marketing approval for the applicable Licensed

Collaboration Product in Japan.

1.84

“JNDA Approval”  shall  be  achieved  upon  receiving  Regulatory  Approval  of  a  JNDA  by  the  MHLW  and,  if  required  by

Applicable Law, receipt of pricing and reimbursement approvals, for the applicable Licensed Collaboration Product in Japan.

1.85

1.86

1.87

1.88

“Joint Invention” has the meaning set forth in Section 9.1(a).

“Joint Patent” means a Patent that claims a Joint Invention.

“Joint Steering Committee” or “JSC” means the committee formed by the Parties as described in Section 2.1(a).

“Licensed  Binder”  means,  for  a  given  Designated  Target,  any  Target  Binding  Moieties  Controlled  by  Schrödinger  or  its

Affiliates for such Designated Target.

- 10 -

 
 
1.89

“Licensed  Collaboration  Compound”  means,  for  a  given  Designated  Target,  any  Target  Compound  Controlled  by

Schrödinger or any of its Affiliates as of the Effective Date or during the Term for such Designated Target [***] that [***].

1.90

“Licensed Collaboration Product” means, for a given Designated Target, any product containing a Licensed Collaboration
Compound  for  such  Designated  Target  as  an  active  ingredient  (alone  or  with  other  active  ingredients)  for  use  in  the  Field  in  the  Territory  in  all
presentations, formulations, and dosage forms.

1.91

“Licensed Collaboration Product Information” has the meaning set forth in the definition of “Confidential Information”.

1.92

“Licensed  Other  Modality  Compound”  means,  for  a  given  Designated  Target,  any  Target  Compound  Controlled  by
Schrödinger or any of its Affiliates as of the Effective Date or during the Term for such Designated Target [***] that is not a Licensed Collaboration
Compound or Licensed Collaboration Product.  

1.93

“Licensed  Other  Modality  Product”  means,  for  a  given  Designated  Target,  any  product  containing  a  Licensed  Other
Modality Compound for such Designated Target as an active ingredient (alone or with other active ingredients) for use in the Field in the Territory in
all presentations, formulations, and dosage forms.

1.94

“Licensed Compounds” means, for a given Designated Target, all Licensed Collaboration Compounds and Licensed Other

Modality Compounds for such Designated Target.

1.95

“Licensed  Products”  means,  for  a  given  Designated  Target,  all  Licensed  Collaboration  Products  and  Licensed  Other

Modality Products for such Designated Target.

1.96

“Lien” means any lien, pledge, encumbrance, mortgage, security interest, purchase option, call or similar right, conditional
and installment sale agreements, charges or claims of any kind (excluding any non-exclusive license or other non-exclusive rights granted to Third
Parties under any of the Schrödinger Technology that do not conflict with or otherwise limit the rights granted to BMS under this Agreement).

1.97

“Litigable Matter”  means  any  dispute  between  the  Parties  concerning  the  validity,  scope,  enforceability,  inventorship,  or

ownership of intellectual property rights, or any breach or alleged breach by a Party of any of Sections [***] by a Party.

1.98

“LO Criteria” means, with respect to each Designated Target, the requirements for a Licensed Collaboration Compound for

such Designated Target to achieve lead optimization status established pursuant to Section 3.5.

1.99

“LO Timeline” has the meaning set forth in Section 3.5(a).

1.100

“MAA” or “Marketing Authorization Application” means an NDA or similar application for Regulatory Approval for a

Licensed Collaboration Product in a country or region of the Territory.

- 11 -

 
 
1.101

1.102

“Major European Countries” means [***].

“Major Market” means the United States, the Major European Countries and Japan.

1.103

“Manufacture”  means  all  activities  related  to  the  manufacturing  of  a  product  or  any  component  or  ingredient  thereof,
including  test  method  development  and  stability  testing,  formulation,  process  development,  process  qualification  and  validation,  manufacturing
scale-up whether before or after Regulatory Approval, manufacturing any product in bulk or finished form for Development or Commercialization
(as  applicable),  including  filling  and  finishing,  packaging,  labeling,  shipping  and  holding,  in-process  and  finished  product  testing,  release  of  a
product or any component or ingredient thereof, quality assurance and quality control activities related to manufacturing and release of a product,
and regulatory activities related to any of the foregoing.

1.104

“Materials” means all biological materials, chemical compounds and other materials, including Clinical Trial samples, cell

lines, compounds, lipids, assays, viruses and vectors.

1.105

1.106

1.107

“MHLW” means the Japanese Ministry of Health, Labour and Welfare, and any successor agency thereto.

“Milestone Payment” has the meaning set forth in Section 8.2(b).

“NDA” or “New Drug Application” has the meaning set forth as described in the FD&C Act and 21 C.F.R. Part 314.

“NDA Approval” means, with respect to a Licensed Collaboration Product, receipt of Regulatory Approval from the FDA
of an NDA and, if required by Applicable Law, receipt of pricing and reimbursement approvals for such Licensed Collaboration Product, in the U.S.

1.108

1.109

“[***]” has the meaning set forth in Section [***].

1.110

“Net Sales” means the gross amount invoiced in arms-length transactions by a Related Party(ies) from or on account of the
sale  of  Licensed  Collaboration  Products  to  a  non-Related  Party  (net  of  any  inventory  management  fees  or  similar  fees  based  on  or  reasonably
allocable to the sale of Licensed Collaboration Products), less the sum of the following:

[***]

A  Licensed  Collaboration  Product  shall  be  considered  “sold”  when  invoiced.  Such  amounts  shall  be  determined  from  the  books  and

records of the Related Party.

It is understood that any accruals for individual items reflected in Net Sales are periodically (at least Calendar Quarterly) trued up and

adjusted by each Related Party consistent with its customary practices and in accordance with GAAP.

[***].

- 12 -

 
 
Net  Sales  of  any  Combination  Product  for  the  purpose  of  calculating  milestones  or  royalties  due  under  this  Agreement  shall  be
determined on a country-by-country basis for a given accounting period as follows: first, the Related Party(ies) shall determine the actual Net Sales
of such Combination Product (using the above provisions), and then: [***] (each, an “Other Active Ingredient”) [***].

1.111

“Neurology Targets” means (a) the Initial Collaboration Targets designated as “Neurology Targets” on Exhibit A hereto,

and (b) any Substitute Targets designated by the JSC as “Neurology Targets.”

1.112

1.113

“[***]” means, [***].

“Oncology Targets” means (a) the Initial Collaboration Targets designated as “Oncology Targets” on Exhibit A hereto, and

(b) any Substitute Targets designated by the JSC as “Oncology Targets.”

1.114

1.115

1.116

1.117

“Other Active Ingredient” has the meaning set forth in the definition of “Net Sales”.

“Other Schrödinger Patents” has the meaning set forth in Section 9.4(b).

“Outstanding Capital Stock” has the meaning set forth in the definition of “Change of Control Transaction”.

“Outstanding Voting Securities” has the meaning set forth in the definition of “Change of Control Transaction”.

1.118

“Patent” means (a) all patents and patent applications, including provisional patent applications, (b) all patent applications
filed either from such patents, patent applications or provisional applications or from an application claiming priority from any of these, including
divisionals, continuations,  continuations-in-part,  converted  provisionals,  and  continued prosecution applications, (c) any and all patents that have
issued  or  in  the  future  issue  from  the  foregoing  patent  applications  in  (a)  and  (b),  including  utility  models,  petty  patents  and  design  patents  and
certificates of invention, (d) any and all extensions or restorations by existing or future extension or restoration mechanisms, including adjustments,
revalidations, reissues, re-examinations and extensions (including any supplementary protection certificates and the like) of the foregoing patents or
patent  applications  in  (a),  (b)  and  (c),  and  (e)  any  similar  rights,  including  so-called  pipeline  protection,  or  any  importation,  revalidation,
confirmation or introduction patent or registration patent or patents of addition to any of such foregoing patent applications and patents.

1.119

1.120

1.121

1.122

“Patent Challenge” has the meaning set forth in Section 9.7(a).

“Patent Contact” has the meaning set forth in Section 9.9.

“Patent Firm” has the meaning set forth in Section 9.2(a).

“Patent Prosecution Costs” means the direct out-of-pocket costs (including the reasonable fees and expenses incurred to

outside counsel and other Third Parties, including filing,

- 13 -

 
 
prosecution and maintenance fees incurred to Governmental Authorities) recorded as an expense by a Party or any of its Affiliates (in accordance
with GAAP and its customary accounting practices) after the Effective Date and during the Term and pursuant to this Agreement, in connection with
the  preparation,  filing,  prosecution,  maintenance  and  extension  of  Patents,  including  costs  of  Patent  interference,  appeal,  opposition,  reissue,
reexamination, revocation, petitions or other administrative proceedings with respect to Patents and filing and registration fees.

1.123

1.124

“Permitted Reserved Target Activities” has the meaning set forth in Section 3.4(b)(ii).

“Person” means any individual, firm, corporation, partnership, limited liability company, trust, business trust, joint venture

company, governmental authority, association or other entity.

1.125

“Phase 1 Clinical Trial” means a Clinical Trial of a Licensed Collaboration Product, the principal purpose of which is to
evaluate  the  safety,  tolerability,  pharmacokinetics  and  pharmacodynamics  of  such  Licensed  Collaboration  Product  for  a  particular  Indication  or
Indications and identifying a recommended dose and regimen for future studies as described in 21 C.F.R. 312.21(a), as amended from time to time,
or a similar clinical study prescribed by the relevant Regulatory Authorities or Applicable Law in a country other than the U.S.  

1.126

“Phase 1b Clinical Trial” means a Clinical Trial of a Licensed Collaboration Product, the principal purpose of which is a
further determination of safety, pharmacokinetics and pharmacodynamics, and that includes an assessment of a preliminary signal of efficacy in a
clinical outcome that is relevant to the proposed Indication or Indications, whether or not in combination with concomitant treatment after an initial
Phase 1 Clinical Trial, prior to commencement of Phase 2 Clinical Trials or phase 3 Clinical Trials, and that provides (itself or together with other
available data) sufficient evidence of safety and a preliminary signal of efficacy to be included in, and supportive of filings for a Phase 2 Clinical
Trial  or  a  phase  3  Clinical  Trial  with  Regulatory  Authorities,  or  a  similar  clinical  study  prescribed  by  the  Regulatory  Authorities  in  a  foreign
country.

1.127

“Phase 2 Clinical Trial” means (a) a Phase 2a Clinical Trial or (b) a controlled Clinical Trial of a Licensed Collaboration
Product,  the  principal  purpose  of  which  is  to  evaluate  the  effectiveness  of  such  Licensed  Collaboration  Product  for  a  particular  Indication  or
Indications in patients with the disease or condition under study and to determine the common short-term side effects and risks associated with such
Licensed Collaboration Product, as described in 21 C.F.R. § 312.21(b), as amended from time to time, or a similar clinical study prescribed by the
relevant Regulatory Authorities or Applicable Law in a country other than the U.S. For clarity, if a Phase 2 Clinical Trial that is an Adaptive Trial
becomes a Converted Trial, such Phase 2 Clinical Trial shall be deemed a Registrational Trial after the Conversion Date.

1.128

“Phase 2a Clinical Trial” means a Clinical Trial of a Licensed Collaboration Product that (a) utilizes the pharmacokinetic

and pharmacodynamic information obtained from one or more previously conducted Phase 1 Clinical Trials(s) or other Phase 2a Clinical Trial(s) in

- 14 -

 
 
order to confirm the optimal manner of use of such Licensed Collaboration Product and to better determine safety and efficacy, and (b) [***].

1.129

“PHSA” means the Public Health Service Act as set forth at 42 U.S.C. Chapter 6A, as may be amended from time to time,
together with any rules, regulations and requirements promulgated thereunder (including all additions, supplements, extensions and modifications
thereto).

1.130

1.131

1.132

“Platform IP” has the meaning set forth in Section 8.4(e)(ii)A.

“[***]” means [***].

“Primary Activity” means:

(a)      [***]

(b)

[***].

1.133

“Prior  CDA”  means  the  Confidentiality  Agreement  entered  into  by  BMS  and  Schrödinger  effective  as  of  [***]  (as

amended).

1.134

1.135

1.136

“Product Marks” has the meaning set forth in Section 10.1.

“Product Specific Infringement Action” has the meaning set forth in Section 9.5(b).

“Product Specific Patent” means, for a given Designated Target, any Patent (including [***]. As of the Effective Date, the

Product Specific Patents consist of the Patents listed in Exhibit C.

1.137

1.138

1.139

“Prosecute” or “Prosecution” has the meaning set forth in Section 9.2(a).

“Publication” has the meaning set forth in Section 12.4.

“R&D Expert” means an Expert with sufficient experience for the relevant matter at issue, who has both relevant scientific

and business expertise in the research and development of human therapeutic products.

1.140

1.141

Information.

“R&D Expert Matters” has the meaning set forth in Section 16.1.

“Receiving  Party”  has  the  meaning  set  forth  in  Section  12.1,  subject  to  the  proviso  in  the  definition  of  Confidential

1.142

“Registrational Trial” means, with respect to a Licensed Collaboration Product, a Clinical Trial (whether or not designated
a phase 3 clinical trial) for such Licensed Collaboration Product with a sufficient number of subjects, (a) the results of which, together with prior
data and information concerning such Licensed Collaboration Product, are intended to establish that such Licensed Collaboration Product is safe and
effective for its intended Indication; and (b) that forms the basis (alone or with one (1) or more additional Registrational Trials) of an effectiveness
claim

- 15 -

 
 
in support of Regulatory Approval of an NDA for such Licensed Collaboration Product for its intended Indication.  For clarity, a Converted Trial
shall only constitute a Registrational Trial for purposes of this Agreement from and after the Conversion Date with respect to such Converted Trial.

1.143

“Regulatory  Approval”  means  with  respect  to  a  country,  extra-national  territory,  province,  state,  or  other  regulatory
jurisdiction,  any  and  all  approvals,  licenses,  registrations  or  authorizations  of  any  Regulatory  Authority  necessary  in  order  to  commercially
distribute, sell, Manufacture, import, export or market a product in such country, state, province, or some or all of such extra-national territory or
regulatory jurisdiction, including any applicable pricing and reimbursement approvals and labeling approval in such country.

1.144

“Regulatory  Authority”  means,  with  respect  to  a  particular  country,  extra-national  territory,  province,  state,  or  other
regulatory  jurisdiction,  any  applicable  Governmental  Authority  with  authority  over  the  Development,  Manufacture  or  Commercialization  of
Licensed Collaboration Products in or for such country, extra-national territory, province, state, or other regulatory jurisdiction, including the FDA,
the EMA, the European Commission and the MHLW, and in each case including any successor thereto.

1.145

“Regulatory  Exclusivity  Period”  means,  with  respect  to  each  Licensed  Collaboration  Product  in  any  country  in  the
Territory, a period of exclusivity (other than Patent exclusivity) granted or afforded by Applicable Law or by a Regulatory Authority in such country
that confers exclusive marketing rights with respect to such Licensed Collaboration Product, as applicable, in such country, such as new chemical
entity exclusivity, orphan drug exclusivity, non-patent related pediatric exclusivity or any other applicable marketing exclusivity, including any such
periods  listed  in  the  FDA’s  Orange  Book  or  any  such  periods  under  national  implementations  in  the  EU  of  Article  10  of  Directive  2001/83/ED,
Article  14(11)  of  Parliament  and  Council  Regulation  (EC)  No.  726/2004,  Parliament  and  Council  Regulation  (ED)  No.  141/2000  on  orphan
medicines, Parliament and Council Regulation (ED) No. 1901/2006 on medicinal products for pediatric use and all international equivalents of any
of the foregoing.

1.146

“Regulatory  Materials”  means  regulatory  applications,  submissions,  dossiers,  notifications,  registrations,  Regulatory
Approvals  or  other  filings  or  communications  made  to  or  with,  or  other  approvals  granted  by,  a  Regulatory  Authority  that  are  necessary  or
reasonably  desirable  in  order  to  Develop,  Manufacture  or  Commercialize  a  Licensed  Collaboration  Product  in  a  particular  country  or  regulatory
jurisdiction. Regulatory Materials include INDs, MAAs and NDAs.

1.147

“Related Party” means BMS, its Affiliates, and its and their respective Sublicensees (and such Sublicensees’ Affiliates) of
one or more Licensed Collaboration Products. For clarity, Related Party shall not include any distributors, wholesalers or the like unless such entity
is an Affiliate of BMS.

1.148

1.149

1.150

“Research Plan” has the meaning set forth in Section 3.3(a).

“Research Program” has the meaning set forth in Section 3.1(a).

“Research Term” has the meaning set forth in Section 3.2(a).

- 16 -

 
 
1.151

“Reserved  Target”  means  (a)  those  Targets  included  on  the  Reserved  Target  List  as  of  the  Effective  Date,  (b)  any
Neurology Target added to the Reserved Target List by BMS pursuant to Section 3.4(b)(i), (c) any other Targets that the Parties mutually agree to
include on the Reserved Target List during the Term (including in accordance with Section 3.4(b)), and (d) [***], in each case (a)-(c), for so long as
any such Target remains on the Reserved Target List. For clarity, any Reserved Target that is removed or released from the Reserved Target List
pursuant to Section 3.4(b) shall no longer be a Reserved Target or a Collaboration Target from and after the date on which such Reserved Target is
removed or released.

1.152

1.153

1.154

1.155

1.156

“Reserved Target List” has the meaning set forth in Section 3.4(b)(i).

“Reversion Compounds” has the meaning set forth in Section 13.8(a).

“Reversion IP” has the meaning set forth in Section 13.8(b).

“Reversion Products” has the meaning set forth in Section 13.8(a).

“Royalty Floor” has the meaning set forth in Section 8.4(h).

1.157
pursuant to Section 13.8(b).

“Royalty  Rate  Matter”  means  any  dispute  concerning  the  determination  of  the  royalty  rate  for  Termination  Products

1.158

“Royalty Term” means, for each Licensed Collaboration Product, on a country-by-country basis, the period commencing
on the First Commercial Sale of such Licensed Collaboration Product in such country and ending on the later of (a) ten (10) years after the First
Commercial Sale of such Licensed Collaboration Product in such country, (b) the expiration of the last Valid Claim of the last to expire [***], in
each case, Covering the Licensed Collaboration Product in such country (excluding any method of manufacturing Patent), [***] in such country, and
(c) expiration of any Regulatory Exclusivity Period for such Licensed Collaboration Product in such country.

1.159

“Safety  Reason”  means,  with  respect  to  a  Licensed  Collaboration  Compound  or  Licensed  Collaboration  Product,  it  is
BMS’ or any of its Affiliates’ or Sublicensees’ reasonable belief that based upon additional information that becomes available or an analysis of the
existing  information  at  any  time,  that  the  medical  risk/benefit  of  further  Development  or  Commercialization  of  such  Licensed  Collaboration
Compound or Licensed Collaboration Product is so unfavorable as to be incompatible with the welfare of patients.

1.160

1.161

1.162

“Schrödinger Claims” has the meaning set forth in Section 15.2.

“Schrödinger Indemnitees” has the meaning set forth in Section 15.2.

“Schrödinger Know-How” means, for a given Designated Target, all Information Controlled by Schrödinger or, subject to

Section 12.6, its Affiliate(s) as of the Effective Date or thereafter during the Term that are [***].

1.163

“Schrödinger  Materials”  means  all  Materials  in  the  possession  and  Control  of  Schrödinger  or  its  Affiliate(s)  as  of  the

Effective Date or thereafter during the Term that are

- 17 -

 
 
necessary or reasonably useful for the evaluation, Development or Manufacture of a Licensed Collaboration Compound or a Licensed Collaboration
Product.

1.164

1.165

1.166

“Schrödinger New In-License” has the meaning set forth in Section 8.4(e)(ii)B.

“Schrödinger Patent Challenge” has the meaning set forth in Section 13.5.

“Schrödinger  Patent  Rights”  means,  for  a  given  Designated  Target,  all  Patents  that  are  Controlled  by  Schrödinger  or,

subject to Section 12.6, its Affiliate(s) as of the Effective Date or thereafter during the Term and that are [***].

1.167

“Schrödinger Platform” means Schrödinger’s or any of its Affiliates’ proprietary physics-based computational, software
products  and  programs  that  can  predict  critical  properties  of  molecules,  excluding  any  Licensed  Collaboration  Product  Information.  As  of  the
Effective Date, the Schrӧdinger Platform includes the software products and programs set forth on Schedule 1.167. Upon BMS’ written request,
Schrӧdinger will provide an updated Schedule 1.167 to BMS.

1.168

1.169

1.170

1.171

1.172

1.173

1.174

1.175

1.176

1.177

“Schrödinger Platform Inventions” has the meaning set forth in Section 9.1(b).

“Schrödinger Technology” means the Schrödinger Patent Rights, Schrödinger Know-How and Schrödinger Materials.

“Schrödinger Technology Services” means the following services and activities: [***].

“SEC” means the U.S. Securities and Exchange Commission.

“Segregated Technology” has the meaning set forth in Section 12.6(b).

“Specified Person” has the meaning set forth in the definition of “Change of Control Transaction”.

“Sole Inventions” has the meaning set forth in Section 9.1(a).

“[***]” has the meaning set forth in Section [***].

“[***]” has the meaning set forth in Section [***].

“Sublicensee”  means  any  Third  Party  granted  a  sublicense  under  Section  7.2  hereof  to  the  rights  licensed  to  BMS

hereunder, but shall not include any wholesaler or distributor that does not market or promote such Licensed Product.

1.178

1.179

“[***]” has the meaning set forth in Section [***].

“Substitute Target” has the meaning set forth in Section 3.4(c)(i).

1.180

“Substitution  Period”  means,  for  a  given  Designated  Target,  the  earlier  of  (a)  the  date  on  which  the  JSC  or  the  R&D
Expert determines that a Licensed Collaboration Compound for such Designated Target meets the LO Criteria and (b) [***]; provided, however, that
[***].

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1.181
genomic mutant identifier.  

“Target” means (a) any specific DNA or protein identified by its ENSEMBL GENE ID number, and (b) if applicable, its

1.182

1.183

1.184

“Target Binding Moiety” means a ligand that binds to the protein of interest.

“Target Compound” means, for a given Designated Target, any Compound that [***]. By way of example, [***].

“Term” has the meaning set forth in Section 13.1.

1.185

“Terminated  Target”  means  a  Designated  Target  that  becomes  a  “Terminated  Target”  as  expressly  set  forth  in  this
Agreement. For clarity, once a Designated Target is deemed a “Terminated Target” it shall no longer be a Collaboration Target or Designated Target
for purposes of this Agreement.

1.186

1.187

1.188

1.189

1.190

“Termination Compound” has the meaning set forth in Section 13.8(b).

“Termination Notice” has the meaning set forth in Section 13.3(a).

“Termination Product” has the meaning set forth in Section 13.8(b).

“Termination Product Regulatory Materials” has the meaning set forth in Section 13.8(c).

“Territory” means all countries of the world.

1.191

“Therapeutic Area” means, for a given Designated Target, the therapeutic area for such Designated Target that is the focus
of the Research Program for such Designated Target.  For clarity, the Therapeutic Area for a Designated Target will be immunology, oncology or
neurology.

1.192

1.193

1.194

“Third Party” means any Person other than Schrödinger or BMS or an Affiliate of either of Schrödinger or BMS.

“Title 11” has the meaning set forth in Section 17.3(a).

“U.S.” means the United States of America and its territories, districts and possessions.

1.195

“Valid Claim”  means  either  (a)  a  claim  of  an  issued  and  unexpired  patent  that  has  not  been  held  permanently  revoked,
unenforceable or invalid by a decision of a court or other governmental agency of competent jurisdiction, unappealable or unappealed within the
time allowed for appeal and that is not admitted to be invalid or unenforceable through reissue, disclaimer or otherwise (i.e., only to the extent the
subject matter is disclaimed or is sought to be deleted or amended through reissue), or (b) a claim of a pending patent application that has not been
abandoned, finally rejected or expired without the possibility of appeal or refiling, provided however, that (x) Valid Claim shall exclude any such
pending claim in an application that has not been granted within [***] following the earliest priority filing date for such application (unless and until
such claim is granted) and (y) Valid Claim shall exclude any such pending claim that

- 19 -

 
 
does not have a reasonable bona fide basis for patentability (such reasonable bona fide basis to be determined by arbitrators pursuant to Section 16.2
who shall be an outside counsel selected by the Parties in the event that the Parties disagree as to whether there is a reasonable bona fide basis for
patentability for such a claim), in either case of (x) or (y) unless and until such claim is granted at which time such claim will constitute a Valid
Claim pursuant to the foregoing clause (a) if and for so long as it otherwise meets the requirements of the foregoing clause (a).

1.196

1.197

“Valuation Expert” has the meaning set forth in Section 16.2(d)(i).

“Valuation Notice” has the meaning set forth in Section 16.2(d)(i).

1.198

“Variant”  means,  with  respect  to  a  Target,  any  and  all  naturally  occurring  mutations,  alternative  sequences  thereof,  and
fragments  or  peptides  thereof,  including  post-translational  modifications  thereof,  that  are  of  sufficient  specificity,  sequence  identity,  sequence
similarity, or length to still uniquely match the original ENSEMBL GENE ID for such Target.  For example, [***].

1.199

“Working Group” has the meaning set forth in Section 2.1(d).

2.

GOVERNANCE

2.1

Joint Steering Committee.

(a)

Establishment of JSC. Promptly after the Effective Date and no later than the date which is [***] subsequent to
the Effective Date, the Parties will establish a joint steering committee with the roles set forth in Section 2.1(c) (the “Joint Steering Committee” or
“JSC”). Each Party will initially appoint [***] representatives to the JSC. The JSC may change its size from time to time by mutual consent of its
members,  provided  that  the  JSC  will  consist  at  all  times  of  an  equal  number  of  representatives  of  each  of  Schrödinger  and  BMS.  The  JSC
membership and procedures are further described in this Section 2.1. Each Party may at any time appoint different JSC representatives by written
notice to the other Party.

(b)

Membership of JSC. Each of Schrödinger and BMS will designate representatives with appropriate expertise to
serve as members of the JSC. Each of Schrödinger and BMS will select from their representatives a co-chairperson for the JSC, and each Party may
change its designated co-chairperson from time to time upon written notice to the other Party. The Alliance Managers will be responsible for calling
meetings and preparing and circulating an agenda in advance of each meeting; provided that the Alliance Managers will call an ad hoc meeting of
the JSC promptly upon the reasonable written request of either co-chairperson to convene such ad hoc meeting. The Alliance Managers or other
employees or consultants of a Party who are not representatives of such Party on the JSC may attend meetings of the JSC with the prior written
consent  of  the  other  Party,  not  to  be  unreasonably  withheld,  conditioned  or  delayed;  provided,  however,  that  such  attendees  (i)  shall  not  vote  or
otherwise participate in the decision-making process of the JSC and (ii) are bound by obligations of confidentiality and non-disclosure at least as
protective of the other Party as those set forth in Article 12.

serving as a forum for exchanging information and facilitating

(c)

Role  of  JSC.  The  JSC  will  be  responsible  for  (i)  the  overall  management  of  the  Research  Program,  including

- 20 -

 
 
discussions regarding the conduct of the Research Program, (ii) approving the adoption of the LO Criteria and the LO Timeline for each Designated
Target, (iii) reviewing, revising and approving (A) each Research Plan prepared by Schrödinger in consultation with BMS for any Substitute Target
that is selected as a Designated Target in  accordance  with  Section  3.4(c) (including the Primary  Activity,  LO  Criteria,  the  LO  Timeline  and  DC
Criteria  with  respect  thereto)  and  recording  the  date  of  approval  of  the  Research  Plan  for  each  new  Substitute  Target  in  the  JSC  minutes  in
accordance with Section 3.4(c) and (B) any changes, modifications, amendments  and  updates  to  any  established  Research  Plan  for  a  Designated
Target, (iv)  the  monitoring,  reviewing  and  recording  of  the  progress  of  the  Research Program,  including  all  activities  performed  by  the  Working
Groups,  (v)  on  a  Designated  Target-by-Designated  Target  basis,  confirming  whether  a  Licensed  Collaboration  Compound  has  achieved  the  LO
Criteria or DC Criteria (as applicable) for such Designated Target in accordance with Section 3.5(b) or Section 3.6(c) (as applicable), (vi) reviewing
and  discussing  progress  in  any  research  and  Development  and  other  activities  that  the  Parties  perform  in  relation  to  Licensed  Collaboration
Compounds and Licensed Collaboration Products in the Field, including the use of any Third Party contractors by Schrödinger in the performance
of  Schrödinger’s  obligations  in  connection  with  the  Research  Program,  subject  to  Section  3.12,  (vii)  reviewing  and  discussing  any  Permitted
Reserved  Target  Activities,  including  the  nature  and  scope  of  activities  to  be  performed  and  the  results  thereof,  (viii)  reviewing  and  discussing
proposed modifications to the Reserved Target List, (ix)  facilitating  the  prosecution  of  the  Product  Specific  Patents  in  accordance  with  Article  9
below,  (x)  reviewing,  revising  and  approving  a  charter  prepared  by  the  Alliance  Managers  in  accordance  with  Section  2.1(d)  for  each  Working
Group, (xi) [***]  and  (xii)  performing such  other  responsibilities  as  expressly  delegated  to  the  JSC  as  set  forth  in  this  Agreement  or  as  may  be
mutually agreed by the Parties in writing from time to time. As needed, the JSC shall establish subcommittees and working groups that will report to
the JSC to further the objectives of the Research Program as described in Section 2.1(d) below.

(d)

Subcommittees and Working Groups.  From time to time, either Party may propose that the JSC may establish
and  delegate  duties  to  other  joint  committees,  subcommittees  or  directed  teams  (each,  a  “Working Group”)  on  an  “as  needed”  basis  to  oversee
particular  projects  or  activities,  which  may  include  activities  under  a  Research  Plan  for  a  given  Designated  Target,  which  delegations  shall  be
reflected in the minutes of the meetings of the JSC.  Such Working Groups may be established on an ad hoc basis for purposes of a specific project,
for  the  life  of  the  Research  Term  or  on  such  other  basis  as  the  JSC  may  determine,  and  shall  be  constituted  and  shall  operate  as  the  JSC  may
determine; provided, that each Working Group shall have equal representation from each Party shall be subject to Section 12.7 and decision making
shall be by consensus, with each Party’s representatives on the applicable Working Group collectively having one (1) vote on all matters brought
before the Working Group.  Each Working Group and its activities shall be subject to the direction, review and approval of, and shall report to, the
JSC.   The  Alliance  Managers  will  prepare  for  approval  by  the  JSC  in  accordance  with  Section  2.1(c)  a  charter  for  each  Working  Group,  which
charter will reflect the agreed upon scope of activities for each Working Group; provided, for clarity, that (A) the scope of the Working Group’s
activities  may  address  items  and  activities  that  are  not  included  in  the  DC  Criteria  for  a  given  Designated  Target  (e.g.,  combination  studies,
biomarkers, translational activities, transitional activities, patent prosecution, etc.), and (B) at all times Schrödinger will be solely responsible for the
synthesis queue and modeling strategy for each Designated Target.  If a Working Group proposes that the Parties conduct additional activities as part
of the Research

- 21 -

 
 
Program, such activities (including the roles and responsibilities for each Party for such activities and, if applicable, the budget for non-DC Criteria
required items) shall be set forth in the Research Plan or an amendment to the Research Plan for the applicable Designated Target.  In no event shall
the authority of the Working Group exceed that specified for the JSC in this Article 2. Any matter not resolved by a Working Group shall be referred
to the JSC for resolution in accordance with Section 2.1(e).

(e)

Decisions.  Decisions  of  the  JSC  shall  be  by  unanimous  vote,  with  each  Party  having  collectively  one  (1)  vote,
provided that if, after attempts to amicably resolve any disagreement at the JSC, the Parties are unable to agree on a matter to be decided by the JSC
within [***] after it has met and attempted to reach such decision, then either Party may, by written notice to the other, have such issue referred to
the Executive Officers for resolution. If the Executive Officers are unable to resolve the matter within [***], or such other longer time the Executive
Officers may otherwise agree upon, after the matter is referred to them, then [***] shall have the final decision-making authority; provided further
that, [***].

(f)

JSC Meetings. The JSC will hold meetings at such times and places as the co-chairpersons may determine. The
JSC will meet at least [***] during the Research Term until discontinuation of the JSC in accordance with Section 2.2 below. The meetings of the
JSC need not be in person and may be by telephone or any other method determined by the JSC. Each Party will bear its own costs associated with
attending such meetings, including any costs relating to travel or such Party’s participation in such meetings.

2.2

Discontinuation of JSC. With respect to each Designated Target, the JSC shall continue to exist until the last to occur of (a)
the end of the Research Term, and (b) the filing with FDA of the first NDA for the first Licensed Collaboration Product for such Designated Target.
Thereafter,  for  a  given  Designated  Target,  the  JSC  shall  have  no  further  roles  or  responsibilities  under  this  Agreement  with  respect  to  such
Designated Target, and the JSC shall be replaced by designees of each Party (who may be the Alliance Manager) that shall serve as a forum for the
Parties  for  the  purposes  of  the  exchange  of  information  and  for  BMS  to  update  Schrödinger  on  the  progress  of  the  Development  and
Commercialization of Licensed Collaboration Compounds or Licensed Collaboration Products, which update shall be in the form of [***] report
describing BMS’ ongoing Development and Commercialization efforts for any applicable active programs for Licensed Collaboration Compounds
or Licensed Collaboration Products in accordance with Section 4.2(c).

2.3

Limitations on Authority of the JSC. The JSC will have solely the roles and responsibilities assigned to it in this Article 2.
The JSC will have no authority to amend, modify or waive compliance with this Agreement. For avoidance of doubt, the JSC will have no authority
to amend, modify or limit [***] as set forth in this Agreement. The JSC shall not have the authority to alter, or waive compliance by a Party with, a
Party’s obligations under this Agreement. For the avoidance of doubt, the JSC shall not have oversight over, and decision-making authority with
respect to, the research, Development, Manufacturing and Commercialization of Degrader Compounds containing Licensed Binders by the Parties
(which  instead  shall  be  governed  by  the  Definitive  Degrader  Agreement  if  executed  by  the  Parties)  or,  subject  to  Section  3.4(b)(ii),  any  other
Licensed Other Modality Compounds or Licensed Other Modality Products.

- 22 -

 
 
2.4

Minutes.  The Parties shall alternate responsibility for preparing and circulating minutes of each meeting of the JSC, setting
forth, inter alia, an overview of the discussions at the meeting and a list of any actions, decisions or determinations approved by the JSC.  Such
minutes shall be effective only after such minutes have been approved by both Parties in writing.  Definitive minutes of all JSC meetings shall be
finalized no later than [***] after the meeting to which the minutes pertain.

2.5

Alliance  Managers.  Each  of  the  Parties  will  appoint  one  representative  who  possesses  a  general  understanding  of
Development issues to act as its alliance manager (each, an “Alliance Manager”). The role of the Alliance Manager is to act as a primary point of
contact between the Parties to assure a successful relationship between the Parties. The Alliance Managers will attend all meetings of the JSC and
support the co-chairpersons of the JSC in the discharge of their responsibilities. An Alliance Manager may bring any matter to the attention of the
JSC if such Alliance Manager reasonably believes that such matter warrants such attention. Each Party may change its designated Alliance Manager
from time to time upon written notice to the other Party. Any Alliance Manager may designate a substitute to temporarily perform the functions of
such  Alliance  Manager  upon  written  notice  to  the  other  Party’s  Alliance  Manager.  Each  Alliance  Manager  will  be  charged  with  creating  and
maintaining a collaborative work environment within the JSC. Each Alliance Manager also will:

the Parties, including during such time as the JSC is no longer constituted;

(a)

provide a single point of communication both internally within the Parties’ respective organizations and between

communications;

(b)

(c)

plan  and  coordinate  any  cooperative  efforts  under  this  Agreement,  if  any,  and  internal  and  external

take responsibility for ensuring that JSC activities, such as the conduct of required JSC meetings, occur as set forth

in this Agreement and that relevant action items, if any, resulting from such meetings are appropriately carried out or otherwise addressed; and

(d)

be the point of first referral in all matters of conflict resolution.

3.

RESEARCH PROGRAM

3.1

Research Program.

(a)

During  the  Research  Term,  the  Parties  will  collaborate  in  carrying  out  a  research  program  with  respect  to  each
Designated  Target  hereunder  to  discover,  research  and  preclinically  Develop  Licensed  Collaboration  Compounds  until  achievement  of  the  DC
Criteria  for  such  Designated  Target  (collectively,  the  “Research  Program”).  The  Research  Program  will  be  carried  out  in  accordance  with  the
Research Plans. Schrödinger will have primary responsibility for the day-to-day implementation of the Research Program, and, in addition to the
Working  Groups,  the  Parties  may  mutually  agree  for  BMS  to  perform  certain  aspects  of  the  Research  Program  in  accordance  with  the  Research
Plans.  The objective of the Research Program will be for Schrödinger to deliver one (1) Licensed Collaboration Compound for each Designated
Target that achieves the DC Criteria for such Designated Target for BMS to advance into additional

- 23 -

 
 
preclinical Development, human Clinical Trials and ultimately Commercialize as Licensed Collaboration Product(s).

(b)

The  Research  Program  will  be  conducted  by  each  Party  in  good  scientific  manner,  and  in  compliance  with
applicable good laboratory practices and with Applicable Law, to attempt to achieve the objectives of the Research Program. Each Party will comply
with all Applicable Law in the performance of work under this Agreement. Each Party shall use reasonable efforts to ensure that its Affiliates and
Third  Party  contractors  (as  applicable)  perform  any  activities  under  the  Research  Program  in  good  scientific  manner  and  in  compliance  in  all
material respects with the requirements of Applicable Law.

(c)

Each Party will maintain laboratories, offices and all other facilities at its own cost and expense and risk necessary
to carry out its responsibilities under the Research Program pursuant to the Research Plans. Each Party agrees to make its employees reasonably
available  at  their  respective  places  of  employment  to  consult  with  the  other  Party  on  issues  arising  relating  to  the  Research  Program.    BMS  and
Schrödinger will cooperate with each other in carrying out the Research Program in accordance with the Research Plans.

3.2

Research Term.

(a)

The Research Program will be carried out during the period commencing on the Effective Date and ending on the
earlier of (i) four (4) years after the Effective Date and (ii) the date of delivery by Schrödinger of one (1) DC Candidate for each Designated Target
for a total of five (5) DC Candidates, unless (in each case) this Agreement (in its entirety or with respect to a Collaboration Target or Designated
Target) is terminated in accordance with Article 13, in which case [***], Schrödinger may elect, in its sole discretion, to provide written notice to
BMS to extend the Research Term for such Designated Target for an additional period of time that [***], and (B) the Parties may mutually agree to
extend the Research Term for up to one (1) additional one (1)-year period (such period, as may be extended pursuant to this Section 3.2(a), being the
“Research Term”).

(b)

For  an  extension  of  the  Research  Term  for  a  given  Designated  Target,  subject  to  Section  3.3,  Schrödinger  will
prepare in consultation with BMS, and the JSC will review, revise and approve in accordance with Section 2.1, an update to the applicable Research
Plan(s) for such Designated Target to identify the remaining activities under the Research Plan to deliver a DC Candidate for such Designated Target
and the projected timelines for completion of such activities.

3.3

Research Plan.

(a)

The  Research  Program  with  respect  to  each  Designated  Target  will  be  carried  out  in  accordance  with  a  written
research plan (the “Research Plan”).  The  purpose  of  the  Research  Plan  is  to  detail  the  responsibilities  and  activities  of  Schrödinger,  and,  to  the
extent mutually agreed by the Parties, BMS, with respect to carrying out the Research Program. The Research Plan for each Designated Target [***]
for  such  Designated  Target  that  will  be  the  subject  matter  of  the  Research  Plan,  a  description  of  the  specific  activities  to  be  performed  by
Schrödinger, and, if applicable, BMS, in support of the Research Program, the Primary Activity, the LO Criteria,

- 24 -

 
 
the DC Criteria, the Therapeutic Area, and the  projected  timelines  for  completion  of  the Parties’ activities, and, as applicable,  provisions  for  the
supply of Licensed Collaboration Compounds by Schrödinger to BMS in accordance with Section 3.11, in each case for such Designated Target.

(b)

(c)

(d)

The initial Research Plans for each Initial Collaboration Target are attached hereto as Exhibit B.

The Parties acknowledge and agree that the Research Plan for the Initial Collaboration Target known as [***].

[***].

Each Research Plan will be reviewed by the JSC at least on a [***] basis and may be updated and amended from
time to time, as the JSC determines, provided that if the JSC cannot reach agreement on any update or amendment, [***] shall have final decision
making authority subject to Section 2.1(e).  

(e)

3.4

Collaboration Targets.

(a)

Initial Collaboration Targets. Exhibit A identifies the initial Targets agreed by the Parties as of the Effective Date

for the Research Program (the “Initial Collaboration Targets”).

(b)

Reserved Targets.

(i)

Exhibit D  identifies  the  list  of  Targets  that  are  reserved  by  the  Parties  as  of  the  Effective  Date  to  be
Reserved  Targets  for  the  Research  Program  (as  such  list  is  updated  from  time  to  time  in  accordance  with  this  Section  3.4(b)(i),  the  “Reserved
Target  List”).    During  the  Substitution  Period,  the  Parties  may  add  additional  Targets  to  or  remove  Targets  from  the  Reserved  Target  List  as
mutually agreed by the Parties; provided that unless the Parties otherwise agree, (a) the Reserved Target List may contain no more than [***] at any
given time; and (b) the Reserved Target List may contain no more than four (4) Targets in the aggregate at any given time.  Any addition or removal
of a Target from the Reserved Target List that is mutually agreed by the Parties will be recorded in the minutes of the JSC and will not require a
separate  amendment  to  this  Agreement.    Notwithstanding  the  foregoing,  [***].  For  clarity,  (A)  any  Reserved  Target  that  is  removed  from  the
Reserved Target List during the Substitution Period will no longer be a Reserved Target or a Collaboration Target effective upon the date that the
Parties mutually agree to remove such Reserved Target, (B) all Reserved Targets that do not become Designated Targets will be released from the
Reserved Target List and no longer be Reserved Targets or Collaboration Targets effective upon the earliest of (1) the end of the Substitution Period,
(2) the date of its removal from the Reserved Target List, and (3) the expiration or termination of the Research Term, and (C) effective as of the date
that the clause (A) or (B) applies with respect to a given Reserved Target, (x) the license grants in Sections 7.1(a) and 7.3 and (y) the exclusivity in
Article 11, in each case ((x)-(y)) shall terminate with respect to such Reserved Target.

its election and at its sole cost and expense, to conduct or,

(ii)

During the Substitution Period, the Parties acknowledge and agree that Schrödinger shall be entitled, at

- 25 -

 
 
subject to Section 3.12, have conducted by a Third Party under and in furtherance of this Agreement in silico, in vitro and in vivo  discovery  and
research activities (1) to validate any Reserved Target(s), and (2) [***] (collectively, “Permitted Reserved Target Activities”).  In the event that
Schrödinger  elects  to  conduct  any  Permitted  Reserved  Target  Activities,  then  Schrödinger  shall  provide  to  BMS  (via  the  JSC)  periodic  updates
regarding the Permitted Reserved Target Activities.

(c)

Substitute Targets.

(i)

During  the  Substitution  Period,  BMS  (through  the  JSC)  shall  have  the  right  to  substitute  and  replace
each Designated Target with a Reserved Target (such new Target, a “Substitute Target”); provided that (A) such right may be exercised no more
than [***] with respect to any given [***] Target or [***] Target, (B) subject to Section [***] and Section [***], such right may be exercised (1) no
more than [***] with respect to a [***] Target if such [***] Target is [***] or (2) no more than [***] with respect to a [***] Target if [***], and (3)
unless the Parties otherwise mutually agree, a given Designated Target that is an Oncology Target, Neurology Target or Immunology Target may
only be substituted for a Reserved Target that is also designated as an Oncology Target, Neurology Target or Immunology Target (e.g., a Designated
Target that is an Oncology Target can only be substituted for a Reserved Target that is designated as an Oncology Target). Any such replacement of
a Designated Target must be based on one of the following reasons: [***].

(ii)

In the case where a Party desires to replace an existing Designated Target with a Reserved Target, such
Party shall provide written notice to the other Party, through the JSC, of (1) the Designated Target that such Party wishes to replace, (2) such Party’s
basis (and providing technical/scientific supporting information) for wanting to replace such Designated Target, and (3) the identity of the Reserved
Target that such Party proposes to become the Substitute Target.  Within [***] after the date of such written notice, the JSC shall meet, consider and
discuss in good faith the potential replacement of the Designated Target with the Reserved Target.  If BMS determines that such Reserved Target
should become a Substitute Target, then Schrödinger in consultation with BMS will prepare an initial draft of a Research Plan for such Reserved
Target for review, revision and approval by the JSC, with the Research Plan expected to be similar in scope an effort as specified for each of the
initial  projects  under  the  initial  Research  Plan,  and  such  Reserved  Target  will  become  a  “Substitute  Target”  and  a  “Designated  Target,”  in
accordance with the procedure and at the time set forth in Section 3.3(d) and from and after the date on which the new Research Plan (including the
Primary  Activity,  LO  Criteria,  LO  Timeline  and  DC  Criteria)  for  such  new  Designated  Target  is  approved  by  the  JSC  hereunder,  the  replaced
Designated Target shall cease to be a Designated Target and shall become a Terminated Target.

(iii)

In the case where BMS decides to substitute the Initial Collaboration Target [***].

3.5

LO Criteria.

With  respect  to  each  Designated  Target,  (i)  within  [***]  after  the  Effective  Date  for  the  Initial  Collaboration
Targets SOS1 and HIF 2α, (ii) within [***] after the Effective Date for each other Initial Collaboration Target, and (b) within [***] after the date of
the JSC’s

(a)

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approval of a Research Plan for each Substitute Target, Schrödinger shall prepare in consultation with BMS for review, revision and approval of the
JSC an update to the applicable Research Plan that sets forth the proposed LO  Criteria  with  respect  to  such Designated  Target  and  the  proposed
estimated timeline for achieving such LO Criteria (the “LO Timeline”).

(b)

With  respect  to  each  Designated  Target,  Schrödinger  shall  promptly  provide  a  written  report  to  the  JSC  when
Schrödinger  determines  that  a  Licensed  Collaboration  Compound  for  such  Designated  Target  has  achieved  the  applicable  LO  Criteria  for  such
Designated Target, and shall provide to the JSC [***] data and Information in support thereof that is reasonably necessary for the JSC to confirm
that such Licensed Collaboration Compound for such Designated Target has achieved the applicable LO Criteria for such Designated Target.  The
JSC shall promptly (and in any event within [***] after the date of Schrödinger’s disclosure) discuss and evaluate such report and such data and
Information to determine whether or not the applicable Licensed Collaboration Compound has achieved the LO Criteria for such Designated Target
and  shall  provide  prompt  written  notice  of  such  determination  to  each  of  Schrödinger  and  BMS.  If  the  JSC  determines  that  such  Licensed
Collaboration Compound satisfies the LO Criteria, then the Substitution Period for such Designated Target will expire.  In the event that the JSC
does not agree on whether such Licensed Collaboration Compound satisfies the LO Criteria after it has met and attempted to reach such decision,
then either Party may, by written notice to the other, have such issue referred to the Executive Officers for resolution. If the Executive Officers are
unable to resolve the matter within [***], or such other longer time the Executive Officers may otherwise agree upon, after the matter is referred to
them,  then  the  matter  shall  be  referred  to  the  R&D  Expert  in  accordance  with  Section  16.3.  Any  determination  that  a  Licensed  Collaboration
Compound satisfies the LO Criteria for a Designated Target by the JSC, or by the R&D Expert in accordance with Section 16.3, will be recorded in
the minutes of the JSC.

3.6

DC Criteria.

(a)

On a Designated Target-by-Designated Target basis, each Research Plan shall include the DC Criteria with respect
to such Designated Target. The DC Criteria for any Substitute Target [***] shall be consistent in nature and scope with the DC Criteria for the Initial
Collaboration Targets with respect to the activities to be performed and results to be achieved, recognizing that changes may be required to reflect
differences between the DC Criteria for an Initial Collaboration Target and the Substitute Target as well as with respect to the applicable Indications
to  which  the  Initial  Collaboration  Target  and  the  Substitute  Target  [***]  relate.  In  the  event  that  the  JSC  does  not  agree  on  DC  Criteria  for  any
Substitute Target [***] after it has met and attempted to reach such decision, then either Party may, by written notice to the other, have such issue
referred to the Executive Officers for resolution. If the Executive Officers are unable to resolve the matter within [***], or such other longer time the
Executive Officers may otherwise agree upon, after the matter is referred to them, then the matter shall be referred to the R&D Expert in accordance
with Section 16.3.

(b)

On a Designated Target-by-Designated Target basis, Schrödinger shall promptly provide a written report to the JSC
when Schrödinger determines that a Licensed Collaboration Compound for such Designated Target has achieved the DC Criteria, and shall provide
to  the  JSC  (i)  [***]  data  and  other  Information  in  support  thereof  that  is  reasonably  necessary  for  the  JSC  to  confirm  that  such  Licensed
Collaboration Compound for such Designated

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Target has achieved the applicable DC Criteria for such Designated Target or that supports the clinical Development of such Licensed Collaboration
Compound  for  such  Designated  Target,  (ii)  [***],  and  (iii)  a  summary  of  all  Product  Specific  Patents,  Collaboration  In-Licenses  and  any  other
material intellectual property matters [***].

(c)

The  JSC  shall  promptly  (and  in  any  event  within  [***]  after  the  date  of  Schrödinger’s  disclosure)  discuss  and
evaluate such report and such data and Information to determine whether or not the applicable Licensed Collaboration Compound has achieved the
DC Criteria for such Designated Target and shall provide prompt written notice of such determination to each of Schrödinger and BMS. If the JSC
determines that such Licensed Collaboration Compound satisfies the DC Criteria for such Designated Target, then (i) such Licensed Collaboration
Compound  will  be  a  DC  Candidate  for  such  Designated  Target  and  (ii)  BMS  shall  pay  the  DC  Candidate  payment  in  accordance  with  Section
8.2(a).  In the event that the JSC does not agree on whether such Licensed Collaboration Compound satisfies the DC Criteria for such Designated
Target, then such dispute with respect to whether a Licensed Collaboration Compound has achieved the DC Criteria shall be submitted for resolution
by  an  R&D  Expert  in  accordance  with  Section  16.3.  Notwithstanding  the  foregoing,  BMS  may  determine,  in  its  sole  discretion,  that  a  Licensed
Collaboration Compound that satisfies some but not all of the DC Criteria for a Designated Target will be selected by BMS as a DC Candidate for
such Designated Target.  Any determination that a Licensed Collaboration Compound satisfies the DC Criteria for a Designated Target by the JSC,
or by the R&D Expert in accordance with Section 16.3, or selection of a Licensed Collaboration Compound as a DC Candidate for a Designated
Target by BMS pursuant to the preceding sentence, will be recorded in the minutes of the JSC.

3.7

Research Program Costs and Expenses.  Subject to Section 2.1(d) and clause (C) in Section 2.1(e), (a) Schrödinger will be
responsible  for  all  costs  and  expenses  incurred  by  or  on  behalf  of  Schrödinger  under  the  Research  Program  and  its  participants  in  any  Working
Group, and (b) BMS will be responsible for all costs and expenses incurred by or on behalf of BMS under the Research Program and its participants
in any Working Group.

3.8

Research Program Records.

(a)

Each Party will maintain, and cause its Affiliates and subcontractors to maintain, records of all work conducted in
the  performance  of  the  Research  Program  and  all  results,  data,  inventions  and  developments  made  in  the  performance  of  the  Research  Program,
which records will be complete and will be accurate in all material respects. Such records will be in sufficient detail and in good scientific manner
appropriate for patent and regulatory purposes.

(b)

In order to protect the Parties’ Patent rights under U.S. law in any patentable inventions conceived or reduced to
practice during or as a result of the Research Program, each Party agrees to maintain a policy that requires its employees to record and maintain all
data and information developed during the Research Program in such a manner as to enable the Parties to use such records to establish the earliest
date of invention or diligence to reduction to practice. At a minimum, the policy shall require such individuals to record all patentable inventions
generated by them in standard laboratory notebooks (paper or electronic) or other suitable means that are dated and corroborated by non-inventors
on a regular, contemporaneous basis.

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3.9

Disclosure  of  Results  of  Research  Program.  Each  Party  will  furnish  to  the  JSC,  at  each  JSC  meeting,  to  the  extent
applicable to such Party, an update on such Party’s progress under the Research Plan for each Designated Target and any Permitted Reserved Target
Activities during the relevant [***], including a summary of any material results and data generated by such Party under such Research Plan or for
such Permitted Reserved Target Activities.  Such Party will provide the JSC with such other results, data and other Information with respect to the
activities  under  the  Research  Plan  as  any  member  of  the  JSC  may  reasonably  request  that  are  in  such  Party’s  possession  or  control  and  are
reasonably necessary or useful for the JSC to perform its responsibilities under Section 2.1(c)  or  for  either  Party  to  exercise its rights  under  this
Agreement; provided that Schrödinger will not be required to transfer any results, data or other Information relating to the Schrödinger  Platform,
Schrödinger Platform Inventions, any Licensed Other Modality Compounds or Licensed Other Modality Products or the exploitation of any of the
foregoing.  

3.10

Research  Efforts.  Schrödinger  shall  perform  its  responsibilities  under  the  Research  Plan  and  shall  use  Commercially
Reasonable  Efforts  to  do  so  in  accordance  with  the  timelines  set  forth  therein  and  to  achieve  the  objectives  of  the  Research  Program  hereunder
(including  delivery  of  one  (1)  DC  Candidate  for  each  Designated  Target).  BMS  shall  use  Commercially  Reasonable  Efforts  to  perform  its
responsibilities under the Research Plans in accordance with the timelines set forth therein and to achieve the objectives of the Research Program
hereunder.  If,  notwithstanding  a  Party’s  use  of  Commercially  Reasonable  Efforts,  such  Party  fails  to  perform  or  complete  activities  under  the
Research Program due to scientific or technical factors, such Party shall not be deemed to be in breach of this Agreement solely as a result of such
failure. The Parties acknowledge and agree that (a) certain activities under the Research Program are experimental in nature and as such, nothing in
this Agreement shall be construed as a guarantee or warranty by Schrödinger that, notwithstanding Schrödinger’s use of Commercially Reasonable
Efforts, Schrödinger will be able to deliver a DC Candidate for any Designated Target or that the Materials, Information or other results produced in
connection therewith will meet the objectives of the Research Program and (b) that Schrödinger shall not be in breach of its obligations under this
Section  3.10  to  the  extent,  notwithstanding  Schrödinger’s  use  of  Commercially  Reasonable  Efforts,  Schrödinger  is  not  able  to  perform  its
responsibilities under a Research Plan because of scientific infeasibility or impossibility.  

3.11

Information and Materials Transfer.

(a)

In  order  to  facilitate  the  activities  under  the  Research  Program,  either  Party  may,  at  its  election  (or  as  required
hereunder), provide to the other Party certain Materials for use by the other Party in furtherance of the Research Program (in which case the transfer
of  such  Materials  shall  be  specified  in  the  Research  Plan  or  the  minutes  of  the  JSC).  All  such  Materials  (including,  as  applicable,  any  progeny,
expression products, mutants, replicates, derivatives and modifications thereof that are made by the receiving Party and that include the Materials of
the  supplying  Party,  but  excluding  samples  of  Licensed  Collaboration  Compounds,  and  starting  materials,  intermediates  and  reagents  for  the
synthesis  of  Licensed  Collaboration  Compounds,  provided  by  Schrödinger  to  BMS  under  this  Agreement),  to  the  extent  such  Material  is  not
generally available from a Third Party, shall be used by the receiving Party in accordance with the terms and conditions of this Agreement solely for
purposes of performing its activities under the Research Program [***], and the receiving Party shall not transfer such Materials (including, as

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applicable,  any  progeny,  expression  products,  mutants,  replicates,  derivatives  and  modifications  thereof)  to  any  Third  Party  unless  expressly
contemplated by this Agreement or upon the written consent of the supplying Party. For clarity, this Section 3.11(a) shall not restrict either  Party
from using Materials that are publicly available from a Third Party.

(b)

In addition, as and to the extent set forth in the Research Plan for a given Designated Target or this Agreement,
Schrödinger  shall  provide  BMS  with  Schrödinger  Materials  for  use  by  BMS  in  accordance  with  the  terms  and  conditions  of  this  Agreement
(including the applicable Research Plan). BMS shall have the right to use such Schrödinger Materials for purposes of performing its activities under
such Research Plan. Notwithstanding anything to the contrary, Schrödinger shall have no obligation to provide BMS with any Schrödinger Materials
under this Agreement with respect to Licensed Binders, Licensed Other Modality Compounds or Licensed Other Modality Products that are not or
do not contain Licensed Collaboration Compounds.  

(c)

Any  Materials  (including  Schrödinger  Materials)  provided  by  a  Party  to  the  receiving  party  (including,  as
applicable,  any  progeny,  expression  products,  mutants,  replicates,  derivatives  and  modifications  thereof,  but  excluding  samples  of  Licensed
Collaboration Compounds, and starting materials, intermediates and reagents for the synthesis of Licensed Collaboration Compounds, provided by
Schrödinger to BMS under this Agreement) for use in the Research Program shall be used by the receiving party solely for purposes of conducting
the  Research  Program  in  accordance  with  the  applicable  Research  Plan  and  will  be  returned  to  the  supplying  Party  (or  destroyed  as  may  be
requested  by  the  supplying  Party  in  writing)  promptly  following  the  end  of  the  Research  Term  or  earlier  upon  request  by  the  supplying  Party.
Neither Party shall, and shall not attempt to, and shall not permit any Affiliate of such Party or a Third Party to, or attempt to, identify or determine
in  any  way  the  chemical,  physical  or  structural  characteristics  or  identity,  fragmentation  sequence  or  composition  of  any  Materials  (including
Schrödinger  Materials)  provided  by  the  other  Party  nor  modify  or  make  derivatives  or  analogs  of  any  such  Materials,  including  that  it  will  not
reverse engineer, reverse compile, disassemble or otherwise attempt to derive the composition or underlying information, structure or ideas of any
such Materials, including analyzing such Materials by physical, chemical or biochemical means, except, in each case, as set forth in the Research
Plan.    Except  with  respect  to  Licensed  Collaboration  Product  Information,  all  Information  to  the  extent  directed  to  such  Materials  shall  be
Confidential  Information  of  the  supplying  Party.  The  receiving  Party  agrees  to  use  all  such  Materials  (including  Schrödinger  Materials)  with
prudence and appropriate caution in any experimental work, since all of their characteristics may not be known. EXCEPT AS EXPRESSLY SET
FORTH IN THIS AGREEMENT, THE MATERIALS AND SCHRÖDINGER MATERIALS PROVIDED HEREUNDER ARE EXPERIMENTAL
IN  NATURE  AND  ARE  PROVIDED  “AS  IS”.    EXCEPT  AS  EXPRESSLY  SET  FORTH  IN  THIS  AGREEMENT,  THE  SUPPLYING  PARTY
MAKES NO REPRESENTATIONS, EXTENDS NO IMPLIED WARRANTIES OF ANY KIND, AND EXPRESSLY DISCLAIMS ALL SUCH
IMPLIED  WARRANTIES,  INCLUDING  WARRANTIES  OF  NON-INFRINGEMENT,  MERCHANTABILITY  OR  FITNESS  FOR  A
PARTICULAR  PURPOSE,  WITH  RESPECT  TO  THE  MATERIALS  (INCLUDING  SCHRÖDINGER  MATERIALS)  PROVIDED
HEREUNDER.

[***].

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(d)

Subject to the second sentence of this Section 3.11(d), upon reasonable request by BMS during the Research Term
or  within  [***]  thereafter,  Schrödinger  shall,  at  no  additional  cost  or  expense  to  BMS,  [***].  For  clarity,  Schrödinger’s  obligations  under  this
Section 3.11(d) do not apply with respect to the Permitted Reserved Target Activities, which shall be disclosed to the JSC pursuant to Section 3.9,
unless and until the Reserved Target [***] to which such Permitted Reserved Target Activities relate becomes a Designated Target, Substitute Target
[***].

(e)

The Alliance Managers shall work in good faith to establish processes by which the Parties will coordinate with
respect  to  the  sharing  of  Information  and  Materials  as  contemplated  pursuant  to  this  Section  3.11,  which  such  processes  shall  ensure  that  such
requests are made and fulfilled in a manner to facilitate collaboration but that does not interfere with the efficient conduct of the activities required
to be performed by either Party hereunder. Nothing in this Section 3.11 shall (A) modify BMS’ obligations of confidentiality under Article 12, or
(B) expand the licenses or rights granted to BMS under this Agreement.

3.12

Subcontracting.  Subject  to  the  oversight  of  the  JSC,  each  Party  may  (sub)contract  any  of  the  work  for  which  it  is
responsible in the performance of the Research Program. In the case of any (sub)contracting of Research Program activities by a Party to a Third
Party,  for  any  contract  entered  into  after  the  Effective  Date,  such  Third  Party  must  have  entered  into  a  written  agreement  with  such  Party  that
includes terms and conditions protecting and limiting use and disclosure of Information that are consistent with the obligations under Article 12 of
this  Agreement;  provided,  that  the  term  of  such  Third  Party’s  obligations  regarding  the  use  and  disclosure  of  Information  shall  be  as  long  as
reasonably negotiated with such Third Party, but in any event no less than [***] after the date of expiration or earlier termination of the applicable
subcontract agreement between the subcontracting Party and such Third Party. Each Party is responsible for compliance by such Third Party with
the applicable terms and conditions of this Agreement in the same way and to the same extent as such Party.

3.13

Animal Testing. In order to assure the appropriate care and use of animals used in the performance of its obligations under
the  Agreement  (including  pursuant  to  any  Research  Plan)  by  Schrödinger,  Schrödinger  acknowledges  and  agrees  that  any  Person  (including  any
Third Party contractor engaged by Schrödinger) performing any activities under this Agreement relating to projects or research involving animals
shall be in compliance with the current Guide for the Care and Use of Laboratory Animals (Institute for Laboratory Animal Resources, National
Research Council, National Academy of Sciences) (the “Animal Care Guidelines”) as the same may be updated or amended from time-to-time by
the  Association  for  Assessment  and  Accreditation  of  Laboratory  Animal  Care  International.    Schrödinger  shall  provide  BMS  with  written  notice
prior  to  performing  any  projects  or  research  involving  animals  or  prior  to  engaging  any  Third  Party  to  perform  projects  or  research  involving
animals  pursuant  to  this  Agreement  (including  pursuant  to  any  Research  Plan)  in  order  to  allow  BMS  to  perform  a  reasonable  assessment  of
Schrödinger’s  or  any  such  Third  Party’s  compliance  with  the  Animal  Care  Guidelines  with  respect  to  the  intended  studies  and  animal  species
involved in any such project or research.  Such notice to BMS shall include the contact information of any Third Party contractor (if applicable) to
be engaged by Schrödinger in connection with any such project or research involving animals.

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4.1

Transfer.

4.

DEVELOPMENT AND REGULATORY MATTERS

(a)

For a given Designated Target, Schrödinger will promptly (but no later than [***]) following the earlier of (i) the
selection  of  a  DC  Candidate  for  such  Designated  Target  pursuant  to  Section  3.6(c),  and  (ii)  the  end  of  the  Research  Term  (for  each  Designated
Target, the “Handoff”), transfer to BMS or its designated Affiliate a copy of [***] Schrödinger Know-How related to the DC Candidate and other
Licensed  Collaboration  Compounds  for  such  Designated  Target  in  its  possession  or  Control  as  of  the  Handoff,  including  any  documentation
(whether held in paper or electronic format) or similar removable media (including e-mails, documents, spreadsheets, copies of standard operating
procedures or technical specifications); provided that (A) any documentation transferred electronically will be in an electronic format reasonably
acceptable  to  BMS;  and  (B)  Schrödinger  will  not  be  required  to  transfer  any  Information  relating  to  the  Schrödinger  Platform  or  Schrödinger
Platform Inventions, Licensed Binders, Licensed Other Modality Compounds or Licensed Other Modality Products, or the exploitation of any of the
foregoing.

(b)

For a given Designated Target, after the Handoff for such Designated Target, in the event that BMS or Schrödinger
reasonably believes additional Schrödinger Know-How is necessary for the continued Development or Commercialization of the DC Candidate or
Licensed  Collaboration  Compounds  for  such  Designated  Target,  BMS  may  request  such  additional  Schrödinger  Know-How  from
Schrödinger.  BMS and Schrödinger will discuss in good faith and Schrödinger will transfer to BMS such additional Schrödinger Know-How in
Schrödinger’s  possession  or  Control,  including  any  documentation  (whether  held  in  paper  or  electronic  format)  or  similar  removable  media
(including  e-mails,  documents,  spreadsheets,  copies  of  standard  operating  procedures  or  technical  specifications);  provided  that  (i)  any
documentation transferred electronically will be in an electronic format reasonably acceptable to BMS; and (ii) Schrödinger will not be required to
transfer  any  Information  relating  to  the  Schrödinger  Platform  or  Schrödinger  Platform  Inventions,  Licensed  Binders,  Licensed  Other  Modality
Compounds or Licensed Other Modality Products, or the exploitation of any of the foregoing.

To  assist  with  the  transfer  of  Schrödinger  Know-How  under  this  Section  4.1  and  BMS’  exploitation  thereof  in
accordance with the terms of this Agreement, for [***] after the date of Handoff with respect to a given Designated Target (if any), Schrödinger
[***].

(c)

(d)

After the Handoff for a given Designated Target, if BMS reasonably believes that [***] Schrödinger Materials that
were developed or used by or on behalf of Schrödinger or its Affiliates in connection with the Research Program are reasonably necessary or useful
for the Development or Manufacturing of Licensed Collaboration Compounds or Licensed Collaboration Products by or on behalf of BMS, upon
request by BMS, Schrödinger shall transfer to BMS such Schrödinger Materials to enable BMS to use such Schrödinger Materials in order to permit
BMS to perform its Development or Manufacturing obligations under this Agreement.

BMS (at BMS’ cost and expense) or dispose of any animals in Schrödinger’s possession as of immediately prior to such Handoff.

(e)

After  the  Handoff  for  a  given  Designated  Target,  upon  reasonable  request  by  BMS,  Schrödinger  shall  deliver  to

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(f)

After  the  Handoff  for  a  given  Designated  Target,  Schrödinger  shall,  at  no  additional  cost  or  expense  to  BMS,
transfer to BMS, and shall cause its Third Party manufacturers (if applicable) to transfer to BMS, reasonable quantities of Licensed Collaboration
Compounds  and  Licensed  Collaboration  Products  in  order  to  permit  BMS  to  perform  its  Development  or  Manufacturing  obligations  under  this
Agreement.

4.2

Development.

(a)

Development  Responsibilities.  Except  for  the  Parties’  respective  responsibilities  in  the  conduct  of  the  Research
Program, BMS shall have the sole right and responsibility for the Development (including having an Affiliate or Third Party Develop on its behalf)
of DC Candidates, Licensed Collaboration Compounds or Licensed Collaboration Products for such Designated Target in the Field in the Territory
during the Term at its own cost and expense (including responsibility for all funding, resourcing and decision-making), including, subject to BMS’
compliance  with  its  obligations  under  this  Section  4.2(a),  whether  to  advance  DC  Candidates,  Licensed  Collaboration  Compounds  or  Licensed
Collaboration  Products  for  such  Designated  Target  into  Development  and  to  terminate  this  Agreement  with  respect  to  such  Designated  Target  in
accordance with Article 13.  From and after the Handoff for such Designated Target, BMS, by itself or through its Affiliates and Sublicensees, shall
use Commercially Reasonable Efforts to Develop, and seek and obtain Regulatory Approval for, at least one Licensed Collaboration Product for
such Designated Target in the Field in each of (i) the U.S., (ii) Japan and (iii) the European Union, [***].

Development Records. For each Designated Target, BMS shall prepare and maintain and shall cause its Affiliates
and Sublicensees to prepare and maintain records regarding the Development of DC Candidates, Licensed Collaboration Compounds or Licensed
Collaboration Products for such Designated Target in the Field in the Territory, which will records be complete and accurate in all material respects.

(b)

(c)

Development and Commercialization Reports by BMS.

For  each  Designated  Target,  BMS  will  furnish  to  the  JSC,  on  a  [***]  basis,  an  update  on  BMS’
Development  and  regulatory  efforts  in  the  Major  Markets  for  Licensed  Collaboration  Compounds  and  Licensed  Collaboration  Products  for  such
Designated Target, including a summary of any material results and data generated by BMS and its Affiliates and Sublicensees in connection with
such activities.  

(i)

From  and  after  the  discontinuation  of  the  JSC  with  respect  to  a  given  Designated  Target  pursuant  to
Section 2.2, on [***] basis, BMS shall provide to Schrödinger a summary report regarding (i) the status of Development and regulatory efforts in
the  Major  Markets  for  Licensed  Collaboration  Compounds  and  Licensed  Collaboration  Products  for  such  Designated  Target,  and  (ii)  the
Commercialization activities for Licensed Collaboration Products for such Designated Target performed by BMS and its Affiliates and Sublicensees
in the Major Markets, in each case (i) and (ii) conducted since the prior report by BMS.

(ii)

Exploit Companion Diagnostics for Licensed

(d)

Companion  Diagnostics.  For  each  Designated  Target,  as  between  the  Parties,  BMS  shall  have  the  sole  right  to

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Collaboration Compounds or Licensed Collaboration Products for such Designated Target in the Field in the Territory at its sole cost and expense
(including having an Affiliate or Third Party Develop on its behalf).  BMS shall not Develop any Licensed Collaboration Compounds or Licensed
Collaboration Products as a stand-alone diagnostic product except as a Companion Diagnostic.  

4.3

Regulatory Matters.  For  each  Designated  Target,  except  with  respect  to  Schrödinger’s  responsibilities  under  the  Research
Plan for such Designated Target, BMS shall, at its sole cost and expense, have sole responsibility and decision making authority with respect to
regulatory  matters  for  DC  Candidates,  Licensed  Collaboration  Compounds  or  Licensed  Collaboration  Products  for  such  Designated  Target,
including  the  content  of  any  regulatory  filing  or  dossier,  pharmacovigilance  reporting,  labeling,  safety,  and  the  decision  to  file  or  withdraw  any
MAA  or  to  cease  or  suspend  any  Clinical  Trial  for  Licensed  Collaboration  Compounds  or  Licensed  Collaboration  Products  for  such  Designated
Target.  BMS  shall  have  sole  responsibility  for  preparing  and  submitting  all  Regulatory  Materials  for  Licensed  Collaboration  Compounds  and
Licensed Collaboration Products for such Designated Target in the Field in the Territory, including preparing, submitting and holding all INDs and
MAAs  for  Licensed  Collaboration  Products  for  such  Designated  Target.  Schrödinger  shall  reasonably  cooperate  with  BMS  and  provide  to  BMS
[***]  Schrödinger  Know-How,  in  each  case  as  may  be  reasonably  requested  by  BMS  and  necessary  or  reasonably  useful  for  BMS,  in  order  to
prepare or support any Regulatory Materials for Licensed Products in the Field in the Territory and interactions with any Regulatory Authority in
connection  with  Development  or  Regulatory  Approval  of  Licensed  Collaboration  Products  for  such  Designated  Target.  BMS  will  own  all
Regulatory Materials for Licensed Collaboration Products for such Designated Target and all such Regulatory Materials shall be submitted in the
name of BMS (or its Affiliate or Sublicensee, as applicable).

4.4

Notice of Regulatory Action. For each Designated Target, if any Regulatory Authority takes or gives notice to a Party of its
intent to take any regulatory action with respect to any activity of such Party related to the Research Program, then such Party shall promptly notify
the  other  Party  through  the  JSC  of  such  contact,  inspection  or  notice  or  action.  To  the  extent  applicable,  Schrödinger  shall  be  responsible  for
preparing draft responses to any such regulatory action that relates to any activity of Schrödinger related to the Research Program and to provide
such draft responses to BMS through the JSC. The JSC (and BMS) shall review and comment on any such responses to Regulatory Authorities that
pertain to the Licensed Collaboration Compounds or Licensed Collaboration Products for such Designated Target; provided, that BMS shall have
the  final  decision  making  authority  with  respect  to  such  responses  to  the  extent  relating  to  the  Licensed  Collaboration  Compounds  or  Licensed
Collaboration Products for such Designated Target.

4.5

No  Use  of  Debarred  Person.  During  the  Term,  each  Party  agrees  that  it  will  not  use  any  employee  or  consultant  that  is
debarred  by  any  Regulatory  Authority  or,  to  the  best  of  such  Party’s  knowledge,  is  the  subject  of  debarment  proceedings  by  any  Regulatory
Authority. If a Party learns that any employee or consultant performing on its behalf under this Agreement has been debarred by any Regulatory
Authority, or has become the subject of debarment proceedings by any Regulatory Authority, such Party will promptly notify the other Party and
will prohibit such employee or consultant from performing on its behalf under this Agreement.

- 34 -

 
 
4.6

Standards of Conduct. For each Designated Target, BMS shall perform, and shall use Commercially Reasonable Efforts to
ensure that its Affiliates, Sublicensees and Third Party contractors perform, its Development, Manufacturing and Commercialization activities with
respect  to  Licensed  Collaboration  Compounds  or  Licensed  Collaboration  Products  for  such  Designated  Target  in  good  scientific  manner,  and  in
compliance with applicable good laboratory practices and with Applicable Law in the performance of work under this Agreement.

5.

COMMERCIALIZATION

5.1

Commercialization of Licensed Products. For each Designated Target, BMS shall have the sole right and responsibility for
the  Commercialization  of  Licensed  Collaboration  Products  for  such  Designated  Target  in  the  Field  in  the  Territory  at  its  sole  cost  and  expense
(including  having  an  Affiliate  or  Third  Party  Commercialize  on  its  behalf).  With  respect  to  each  Designated  Target  for  which  Schrödinger  has
delivered a DC Candidate, BMS will use Commercially Reasonable Efforts to Commercialize at least one (1) Licensed Collaboration Product for
such Designated Target in each of the Major Markets for which BMS receives Regulatory Approval for a Licensed Collaboration Product.

5.2

Decision-Making  Authority.  For  each  Designated  Target,  BMS  shall  have  the  sole  decision-making  authority  for  the
operations  and  Commercialization  strategies  and  decisions,  including  funding  and  resourcing,  related  to  the  Commercialization  of  Licensed
Collaboration Products for such Designated Target.

5.3

Companion  Diagnostics.  For  each  Designated  Target,  as  between  the  Parties,  BMS  shall  have  the  sole  right  to
Commercialize Companion Diagnostics for Licensed Collaboration Products for such Designated Target in the Field in the Territory at its sole cost
and expense (including having an Affiliate or Third Party Commercialize on its behalf).  BMS shall not commercialize any Licensed Collaboration
Compounds or Licensed Collaboration Products as a stand-alone diagnostic product except as a Companion Diagnostic.

6.

MANUFACTURING

Except as necessary for the conduct of the Research Plan, which shall be Schrödinger’s responsibility, for a given Designated Target, BMS shall, at
its cost and expense, have the exclusive right and shall be solely responsible for the Manufacture (including having a Third Party Manufacture on its
behalf) of all Licensed Collaboration Compounds or Licensed Collaboration Products for such Designated Target (including all such Manufacturing
for  use in Clinical Trials  and  for  Commercialization),  including  all  activities  related to developing the process, analytics and formulation for the
Manufacture of clinical and commercial quantities of Licensed Collaboration Compounds or Licensed Collaboration Products for such Designated
Target,  the  production,  Manufacture,  processing,  filling,  finishing,  packaging,  labeling,  inspection,  receiving,  holding  and  shipping  of  Licensed
Collaboration Compounds or Licensed Collaboration Products, or any raw materials or packaging materials with respect thereto, or any intermediate
of any of the foregoing, including process and cost optimization, process qualification and validation, commercial Manufacture, stability, in-process
and release testing, quality assurance and quality control.  

- 35 -

 
 
7.1

Licenses to BMS.  

7.

GRANT OF RIGHTS AND LICENSES

(a)

Subject to the terms and conditions of this Agreement, during the Term with respect to each Designated Target and,
during  the  Substitution  Period  with  respect  to  each  Reserved  Target  for  so  long  as  such  Reserved  Target  is  a  Collaboration  Target,  Schrödinger
hereby grants to BMS an exclusive (even as to Schrödinger) license, with the right to grant sublicenses through multiple tiers of Sublicensees as
provided in Section 7.2, under the Schrödinger Technology and Product Specific Patents, to clinically Develop, Manufacture, have Manufactured,
use, sell, offer for sale, export and import (including the exclusive right to Develop, have Developed, Commercialize and have Commercialized) and
otherwise Exploit Licensed Compounds and Licensed Products for such Designated Target or Collaboration Target (as applicable) in the Field in the
Territory.  BMS’  rights  under  this  Section  7.1  include  the  right  to  modify,  enhance  or  improve  Licensed  Collaboration  Compounds  or  Licensed
Collaboration Products for a given Designated Target, provided that any such modifications, enhancements or improvements will be classified as
Licensed Collaboration Compounds or Licensed Collaboration Products for such Designated Target and subject to the terms and conditions of this
Agreement.

(b)

[***].

7.2

Sublicensing by BMS. BMS shall have the right to sublicense any or all of the rights granted to it by Schrödinger under this
Agreement [***]. In connection with any such sublicensing of Development or Commercialization rights, BMS may disclose and provide to such
permitted Sublicensees any applicable Schrödinger Know-How or Schrödinger Materials in connection therewith. BMS shall ensure that each of its
Sublicensees  is  bound  by  a  written  agreement  that  is  consistent  with  the  terms  and  conditions  of,  this  Agreement.  In  addition,  BMS  shall  be
responsible for the performance of any of its Sublicensees that are exercising rights under a sublicense of the rights granted by Schrödinger to BMS
under this Agreement, and the grant of any such sublicense shall not relieve BMS of its obligations under this Agreement, except to the extent they
are satisfactorily performed by any such Sublicensee(s). Schrödinger shall have the right to proceed directly against BMS for any act or omission of
any  Sublicensee  that  is  a  breach  of  any  of  BMS’  obligations  without  any  obligation  to  first  proceed  against  such  Sublicensee.    Each  sublicense
agreement with a Sublicensee shall be subject to the applicable terms and conditions of this Agreement.  Promptly following the execution of each
sublicense agreement to a Third Party as provided in this Section 7.2, BMS shall provide Schrödinger with a written notice of each such sublicense
identifying the Sublicensee after the execution thereof.

7.3

Licenses to Schrödinger.

(a)

Grant  Back.  Subject  to  the  terms  and  conditions  of  this  Agreement,  during  the  Term,  BMS  hereby  grants  to
Schrödinger a non-exclusive, sublicensable (solely to its Affiliates or subcontractors), worldwide, fully paid up, royalty-free license under (i) the
Schrödinger  Technology  and  Product  Specific  Patents  licensed  pursuant  to  Section  7.1  solely  to  conduct  (A)  the  Research  Program,  (B)  the
Permitted Reserved Target Activities during the Research Term, (C) research and preclinical Development activities for any Collaboration Target, or
(D) any activities under the Definitive Degrader Agreement (if any), and not for any other purpose and (ii)

- 36 -

 
 
the Schrödinger Technology licensed pursuant to Section 7.1 solely to conduct the Schrödinger Technology Services.

Research  Program  License.  Subject  to  the  terms  and  conditions  of  this  Agreement,  BMS  hereby  grants  to
Schrödinger a limited, non-exclusive, sublicensable (solely to Affiliates or subcontractors), worldwide, fully paid-up, royalty-free license under the
BMS Patents, BMS Sole Inventions and BMS’ interest in Joint Patents solely to conduct the Research Program, and not for any other purpose.

(b)

7.4

No Other Rights. Except for the licenses and rights expressly granted under this Agreement, no right, title, or interest of any
nature  whatsoever  is  granted  whether  by  implication,  estoppel,  reliance,  or  otherwise,  by  a  Party  to  the  other  Party.  All  rights  with  respect  to
Information,  Patents  or  other  intellectual  property  rights  that  are  not  specifically  granted  herein  are  reserved  to  the  owner  thereof.    Further,  the
licenses and other rights granted to BMS herein are subject to the rights retained by the counterparty to each Collaboration In-License, to the extent
such agreements are applicable.

7.5

Public Domain Information. Nothing in this Agreement shall prevent either Party or its Affiliates from using for any purpose

any Information or Confidential Information that is in the public domain.

7.6

Degrader Program.  The Parties intend to negotiate a separate agreement (the “Definitive Degrader Agreement”) pursuant
to which Schrödinger will transfer Licensed Binders to BMS for one or more Designated Targets to use the Licensed Binders to research, develop
and  commercialize  Degrader  Compounds  containing  such  Licensed  Binders  (the  “Degrader Program”)  and  that  will  set  forth  the  financial  and
other terms for Degrader Compounds containing Licensed Binders. The Parties will negotiate the Definitive Degrader Agreement in good faith for a
period of [***] after the Effective Date. The Parties intend that the Definitive Degrader Agreement will be consistent with the terms and conditions
attached hereto as Exhibit E and such other terms and conditions as the Parties may mutually agree. Notwithstanding anything to the contrary in
this  Agreement,  (a)  neither  Party  shall  have  any  obligation  to  enter  into  the  Definitive  Degrader  Agreement,  and  (b)  Schrödinger  shall  have  no
obligation to provide any Licensed Binders to BMS unless and until the Parties enter into the Definitive Degrader Agreement.

7.7

Software  Exclusions.    Notwithstanding  anything  herein  to  the  contrary,  BMS  acknowledges  that  Schrödinger  and  its
Affiliates have certain  Information,  Patents  or  other  intellectual  property  rights that consist of, or with respect to Patents claim, software, source
code  or  object  code  related  to  the  Schrödinger  Platform  or  Schrödinger  Platform  Inventions.  It  is  understood  and  agreed  that  (a)  as  between  the
Parties, Schrödinger or its Affiliates will perform any and all activities under this Agreement pertaining to the use of such software, source code or
object  code  related  to  the  Schrödinger  Platform  or  Schrödinger  Platform  Inventions  and  (b)  (i)  no  (sub)license  is  granted  by  Schrödinger  or  its
Affiliates to BMS pursuant to this Agreement, (ii) under this Agreement, Schrödinger does not “Control” and (iii) BMS shall have no right under
this Agreement to use or access, in each case (i)-(iii), any Information, Patents or other intellectual property rights that consist of, or with respect to
Patents claim, software, source code or object code related to the Schrödinger Platform or Schrödinger Platform Inventions.

- 37 -

 
 
8.

PAYMENTS

8.1

Upfront Payment.  BMS  shall  pay  Schrödinger  a  signing  payment  of  fifty-five  million  Dollars  ($55,000,000)  within  [***]

after the Effective Date. Such payment shall be noncreditable, nonrefundable and not subject to set off.

8.2

DC Candidate Payment; Development Milestone Payments for Licensed Compounds or Licensed Products.

(a)

For each Designated Target, BMS shall pay to Schrödinger a DC Candidate payment of [***] Dollars ($[***]) for
the  first  DC  Candidate  for  such  Designated  Target  within  [***]  after  such  Licensed  Collaboration  Compound  is  classified  as  a  DC  Candidate  in
accordance with Section 3.6(c) (each, a “DC Payment”). The DC Payment set forth in this Section 8.2(a) [***]. For the avoidance of doubt, [***].
Each DC Payment will be [***].

(b)

BMS shall pay to Schrödinger the milestone payments set forth in Table 1, Table 2 or Table 3 (each, a “Milestone
Payment”) for each Designated Target that is an Oncology Target, Neurology Target or Immunology Target, respectively, within [***] after the first
achievement  of  the  specified  milestone  event  by  BMS,  its  Sublicensees  or  their  Affiliates  for  a  Licensed  Collaboration  Compound  or  Licensed
Collaboration Product for a given Designated Target; provided that [***], and (ii) the payment amounts set forth in Table 1, Table 2 or Table 3, as
applicable, shall be subject to Section 8.2(c). Such payments shall be noncreditable, nonrefundable and not subject to set off. BMS shall provide
written notice to Schrödinger within [***] after the first achievement of the specified milestone event by BMS or its Affiliates and within [***] after
the first achievement of the specified milestone event by its Sublicensees or their Affiliates.

Table 1: Oncology Targets

Milestone (Per Licensed Collaboration Product for an
Oncology Target)

[***]

Milestone Payment

[***]

3rd Indication
[***]
[***]
[***]
[***]
[***]
[***]
[***]
[***]
[***]
Total
Total per Licensed Collaboration Product per Oncology Target: $[***] (excluding any DC Payment owed pursuant to Section 8.2(a))

2nd Indication
[***]
[***]
[***]
[***]
[***]

1st Indication
[***]
[***]
[***]
[***]
[***]

Milestone (Per Licensed Collaboration Product for a
Neurology Target)

[***]

Milestone Payment

[***]

Table 2: Neurology Targets

3rd Indication
[***]
[***]
[***]
[***]
[***]
[***]
[***]
[***]
[***]
Total
Total per Licensed Collaboration Product per Neurology Target: $[***] (excluding any DC Payment owed pursuant to Section 8.2(a))

2nd Indication
[***]
[***]
[***]
[***]
[***]

1st Indication
[***]
[***]
[***]
[***]
[***]

Milestone (Per Licensed Collaboration Product for an
Immunology Target)

Table 3: Immunology Targets

[***]

[***]
[***]
[***]
[***]
Total

1st Indication
[***]
[***]
[***]
[***]
[***]

- 38 -

Milestone Payment

[***]
2nd Indication
[***]
[***]
[***]
[***]
[***]

3rd Indication
[***]
[***]
[***]
[***]
[***]

1

2
3
4
5

1

2
3
4
5

1

2
3
4
5

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Total per Licensed Collaboration Product per Immunology Target: $[***] (excluding any DC Payment owed pursuant to Section 8.2(a))

Subject to Section 8.2(b), the Milestone Payments shall be payable by BMS to Schrödinger for a given Designated
Target  upon  achievement  of  the  milestone  event  by  a  Licensed  Collaboration  Compound  or  Licensed  Collaboration  Product  for  such  Designated
Target (subject to the limitations in this Section 8.2(c)). [***].

(c)

(d)

The  term  “[***]”  as  used  herein  means,  with  respect  to  a  Licensed  Collaboration  Compound  or  Licensed

Collaboration Product, [***]. For the avoidance of doubt:

[***].

8.3

Sales Milestone Payments. With respect to each Designated Target:

A milestone payment of [***] Dollars ($[***]) shall be payable by BMS to Schrödinger when the total Net Sales
within  a  given  Calendar  Year  of  all  Licensed  Collaboration  Product(s)  for  such  Designated  Target  in  the  Territory  by  BMS,  its  Affiliates  and
Sublicensees first equals or exceeds [***] Dollars ($[***]).

(a)

A milestone payment of [***] Dollars ($[***]) shall be payable by BMS to Schrödinger when the total Net Sales
within  a  given  Calendar  Year  of  all  Licensed  Collaboration  Product(s)  for  such  Designated  Target  in  the  Territory  by  BMS,  its  Affiliates  and
Sublicensees first equals or exceeds [***] Dollars ($[***]).

(b)

A milestone payment of [***] Dollars ($[***]) shall be payable by BMS to Schrödinger when the total Net Sales
within  a  given  Calendar  Year  of  all  Licensed  Collaboration  Product(s)  for  such  Designated  Target  in  the  Territory  by  BMS,  its  Affiliates  and
Sublicensees first equals or exceeds [***] Dollars ($[***]).

(c)

The sales-based milestones set forth in clauses (a) through (c) above shall be payable only once for each Designated Target, and in any event shall
not exceed two hundred twenty-five million Dollars ($225,000,000) in the aggregate for such Designated Target. Each sales-based milestone that
becomes  payable  under  this  Section  8.3  shall  be  due  within  [***]  following  the  end  of  the  Calendar  Year  in  which  the  Licensed  Collaboration
Product(s) for such Designated Target first reaches the applicable Net Sales threshold.  More than one of the sales-based milestone payments in this
Section 8.3 may be payable for a given Designated Target based on the same Calendar Year Net Sales of the Licensed Collaboration Product(s) for
such Designated Target. For example, if more than one sales-based milestone set forth in clauses (a) through (c) above for a given Designated Target
is  achieved  in  the  same  Calendar  Year,  then  each  corresponding  sales-based  milestone  payment  for  such  sales-based  milestone  events  for  such
Designated Target shall be payable. Such sales-based milestone payments will be noncreditable, nonrefundable and not subject to set off.

8.4

Royalty Payments to Schrödinger.

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(a)

General. Subject to the other provisions of this Article 8 and other provisions of this Agreement, in consideration
of  the  licenses  granted  by  Schrödinger  to  BMS  hereunder,  BMS  shall  pay  to  Schrödinger  royalties  based  on  the  Net  Sales  of  each  Licensed
Collaboration  Product  during  the  applicable  Royalty  Term  for  such  Licensed  Collaboration  Product.  The  royalty  payable  with  respect  to  each
particular  Licensed  Collaboration  Product  shall  be  based  on  the  level  of  total  annual  Net  Sales  of  such  Licensed  Collaboration  Product  in  the
Territory in a given Calendar Year period by BMS, its Sublicensees and their Affiliates, with the royalty rate tiered based upon the level of such total
annual Net Sales of such Licensed Collaboration Product in the Territory in such Calendar Year period. Royalties shall be calculated by multiplying
the applicable royalty rates by the corresponding amount of the portion of Net Sales of the applicable Licensed Collaboration Product within each of
the Net Sales tiers during such Calendar Year as set forth below.

(b)

Royalty on Licensed Products. BMS will pay to Schrödinger a royalty on Net Sales of Licensed Collaboration
Products, on a Licensed Collaboration Product-by-Licensed Collaboration Product and country-by-country basis, by BMS, its Sublicensees and their
Affiliates in the Territory based on the Net Sales tiers and royalty rates as set forth in the table below (the “Base Royalty Rate”) (subject to any
offsets or reductions set forth below in this Section 8.4).

Table 4

For Oncology Targets

Base Royalty Rate

Portion of Total Annual Net Sales in the Territory
(Determined Separately for Each Licensed Collaboration
Product)

[***]%

[***]%

[***]%

[***]%

Less than $[***];

Equal to and greater than $[***] and less than $[***];

Equal to and greater than $[***] and less than $[***];

Equal to and greater than $[***];

For Neurology Targets or Immunology Targets

Base Royalty Rate

Portion of Total Annual Net Sales in the Territory
(Determined Separately for Each Licensed Collaboration
Product)

[***]%

[***]%

[***]%

Less than $[***];

Equal to and greater than $[***] and less than $[***];

Equal to and greater than $[***];

- 40 -

 
 
 
 
For clarity, the Net Sales thresholds in the tables above shall be determined on a Licensed Collaboration Product-by-Licensed Collaboration Product
basis. By way of example, if the total annual Net Sales of a Licensed Collaboration Product for an Oncology Target in the Territory in a particular
Calendar Year are $[***], the amount of royalties payable hereunder shall be calculated as follows (subject to any applicable reductions under this
Section 8.4): [***].

(c)

Notwithstanding  the  foregoing  and  subject  to  Section  8.4(h),  on  a  Licensed  Collaboration  Product-by-Licensed
Collaboration Product and country-by-country basis, during any part of the Royalty Term for which the condition in clause (b) of Royalty Term is
met, with respect to such Licensed Collaboration Product in such country, for the remaining part of the Royalty Term, the Base Royalty Rate as
applied to the sale of such Licensed Collaboration Product in each such country shall be reduced by [***] percent ([***]%) (i.e., the Base Royalty
Rate shall be [***] the rates set forth above in Table 4 above).

(d)

Subject to Section 8.4(h), on a Licensed Collaboration Product-by-Licensed Collaboration Product and country-by-
country basis, if during any Calendar Quarter during the Royalty Term for a Licensed Collaboration Product there are one or more Generic Products
or  Biosimilar  Products,  as  applicable,  being  sold  in  a  country  with  respect  to  such  Licensed  Collaboration  Product,  then  the  Base  Royalty  Rate
payable  under  this  Agreement  with  respect  to  such  Licensed  Collaboration  Product  in  such  country  for  such  Calendar  Quarter  and  subsequent
Calendar Quarters during the Royalty Term shall be reduced as follows:

[***].

Market  share  shall  be  based  on  the  aggregate  market  in  such  country  of  such  Licensed  Collaboration  Product  and  the  Generic  Product(s)  or
Biosimilar  Product(s),  as  applicable  (based  on  the  number  of  units  of  such  Licensed  Collaboration  Product  and  such  Generic  Product(s)  or
Biosimilar Product(s), as applicable in the aggregate sold in such country, as reported by a well-known reporting service agreed between the Parties
acting reasonably (e.g., [***])).

(e)

Third Party Payments.

Schrödinger shall bear all Third Party license payments, milestones, royalties and other payments owed
with  respect  to  a  Licensed  Collaboration  Compound  or  Licensed  Collaboration  Product  (including  payments  with  respect  to  methods  of  making,
using,  selling,  or  identifying  such  Licensed  Collaboration  Compound  and  Licensed  Collaboration  Product)  involving  (A)  intellectual  property
(including Patents) that is licensed or otherwise Controlled by Schrödinger as of the Effective Date [***].

(i)

If,  after  the  Effective  Date  and  during  the  Term,  Schrödinger  acquires  from  a  Third  Party  rights  to
Patents or other intellectual property that is necessary or reasonably useful to research, discover, Develop, make, have made, Manufacture, use, sell,
offer for sale, import, export or otherwise Commercialize a Licensed Collaboration Compound or Licensed Collaboration Product in the Field in the
Territory (“Future In-Licensed IP”), the following shall apply:

(ii)

A.

[***].

- 41 -

 
 
 
B.

If any Future In-Licensed IP [***] may be included within the Schrödinger Technology or
Product Specific Patents, then Schrödinger shall disclose the terms and conditions of the agreement under which such Future In-Licensed IP was
acquired (subject to applicable confidentiality obligations and reasonable redaction of provisions that do not relate to the use of intellectual property
in-licensed thereunder) (such agreement, a “Schrödinger New In-License”), to enable BMS to evaluate and elect, in its sole discretion, whether or
not to include such Future In-Licensed IP within the Schrödinger Technology or Product Specific Patents, as applicable. If BMS so elects to include
such Future In-Licensed IP as Schrödinger Technology or Product Specific Patents, as applicable, then (A) such Schrödinger New In-License shall
become a “Collaboration In-License”, (B) Future In-Licensed IP in-licensed under such Schrödinger In-License will be deemed “Controlled” by
Schrödinger  or  its  Affiliates  for  purposes  of  this  Agreement  and  will  be  included  in  the  Schrödinger  Technology  or  Product  Specific  Patents,  as
applicable,  (C)  BMS  shall  be  responsible  for  payments  that  become  due  under  such  Collaboration  In-License  with  respect  to  the  Development,
Manufacturing and Commercialization of a Licensed Collaboration Compound or Licensed Collaboration Product by BMS, its Sublicensees and its
and their Affiliates, [***], (D) BMS agrees to comply with any obligations under such Collaboration In-License that apply to BMS, including any
obligation  to  make  such  payments.  If  BMS  does  not  elect  to  include  such  Future  In-Licensed  IP,  then  (1)  Schrödinger  may  use  such  Future  In-
Licensed IP in the course of performing any Research Plan activities, unless the use of such Future In-Licensed IP by Schrödinger would make it
necessary  or  useful  for  BMS  to  take  a  sublicense  under  such  Schrödinger  In-License  in  order  for  BMS  or  its  Affiliates  to  Exploit  a  Licensed
Collaboration Compound or Licensed Collaboration for a Designated Target, (2) such Schrödinger New In-License shall not become a Collaboration
In-License  hereunder,  (3)  such  Future  In-Licensed  IP  shall  not  be  deemed  “Controlled”  by  Schrödinger  or  its  Affiliates  for  purposes  of  this
Agreement and will be excluded from Schrödinger Technology or Product Specific Patents, and (4) BMS shall have no right or license under any
rights granted under such Schrödinger New In-License. Schrödinger shall provide BMS with a reasonably detailed invoice for any payments to be
made by BMS pursuant to this Section 8.4(e)(ii)B under any Collaboration In-License, and BMS shall pay the undisputed portion of such invoices
to Schrödinger within [***] of receipt thereof; provided that [***].

C.

If, on a Licensed Collaboration Product-by-Licensed Collaboration Product and country-by-
country basis, BMS deems it necessary to obtain a license or other right from any Third Party under any Patent or other intellectual property in order
to Develop, Manufacture or Commercialize any given Licensed Collaboration Compound or Licensed Collaboration Product, BMS shall have the
right to enter into such licenses or other agreement with such Third Party with respect to such Patent or other intellectual property. BMS may deduct
up to [***] percent ([***]%) of the amount of [***] actually paid by BMS or its Affiliates or its or their Sublicensees [***] to such Third Party on
account  of  such  license  or  other  agreement  [***],  that  are  attributable  to  the  Development,  Manufacture  or  Commercialization  of  such  Licensed
Collaboration  Compound  or  Licensed  Collaboration  Product  in  such  country,  from  royalties  otherwise  due  and  payable  by  BMS  to  Schrödinger
under this Agreement in a Calendar Quarter, subject to Section 8.4(h); provided that [***].

Collaboration Product.

(f)

One Royalty. For clarity, only one royalty shall be due to Schrödinger with respect to the same unit of Licensed

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(g)

Royalty  Term.  Royalties  payable  by  BMS  to  Schrödinger  under  Section  8.4  shall  be  paid  on  a  Licensed
Collaboration  Product-by-Licensed  Collaboration  Product  and  country-by-country  basis  for  the  duration  of  the  Royalty  Term  for  such  Licensed
Collaboration  Product  in  such  country.  For  clarity,  BMS  shall  not  owe  royalties  on  any  Licensed  Collaboration  Product  sold  in  a  country  after
expiration of the Royalty Term for such Licensed Collaboration Product in such country. Upon the expiration of the Royalty Term with respect to a
Licensed  Collaboration  Product  in  a  country,  BMS  shall  have  a  fully-paid-up  perpetual  license  under  Section  7.1  for  the  making,  using,  selling,
offering for sale and importing of such Licensed Collaboration Product in such country. [***].

Royalty Floor. Notwithstanding the foregoing, in no event shall the royalties payable to Schrödinger pursuant to
Section 8.4(b) during the Royalty Term for a Licensed Collaboration Product in a country in any given Calendar Quarter be reduced to less than
[***] percent ([***]%) of the amounts payable by BMS for such Licensed Collaboration Product (the “Royalty Floor”).  [***].

(h)

8.5

Royalty Payments and Reports. All amounts payable to Schrödinger pursuant to Section 8.4 shall be paid in Dollars within
[***] after the end of the Calendar Quarter in which the applicable Net Sales were recorded. Each payment of royalties shall be accompanied by a
royalty report providing a statement, on a Licensed Collaboration Product-by-Licensed Collaboration Product and country-by-country basis, of: (a)
the  amount  of  Net  Sales  of  Licensed  Collaboration  Products  in  the  Territory  during  the  applicable  Calendar  Quarter  calculated  in  Dollars,  (b)  a
calculation of the amount of royalty payment due in Dollars on such Net Sales for such Calendar Quarter, (c) the amount of withholding taxes, if
any, required by Applicable Law to be deducted with respect to such royalties, calculated in Dollars, and (d) with respect to calculations applicable
to countries outside of the United States, the exchange rate used to calculate the foregoing amounts ((a)-(c)).

8.6

Payment  Method.  All  payments  due  under  this  Agreement  to  Schrödinger  shall  be  made  by  electronic  funds  transfer  in

immediately available funds to an account designated by Schrödinger. All payments hereunder shall be made in Dollars.

8.7

Taxes.

Schrödinger will pay any and all taxes levied on account of all payments it receives under this Agreement. If
laws or regulations require that taxes be withheld with respect to any payments by BMS to Schrödinger under this Agreement, BMS will: (a) deduct
those taxes from the remittable payment, (b) pay the taxes to the proper taxing authority, and (c) send evidence of the obligation together with proof
of tax payment to Schrödinger on a timely basis following that tax payment. To the extent that amounts are so withheld, such withheld amounts shall
be treated for all purposes of this Agreement as having been delivered and paid to Schrödinger. Each Party agrees to cooperate with the other Party
in claiming refunds or exemptions from such deductions or withholdings under any relevant agreement or treaty which is in effect. The Parties shall
discuss applicable mechanisms for minimizing such taxes to the extent possible in compliance with Applicable Law. In addition, the Parties shall
cooperate  in  accordance  with  Applicable  Law  to  minimize  indirect  taxes  (such  as  value  added  tax,  sales  tax,  consumption  tax  and  other  similar
taxes) in connection with this Agreement.

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8.8

Foreign Exchange. Conversion of sales recorded in local currencies to Dollars shall be performed in a manner consistent with

BMS’ normal practices used to prepare its audited financial statements for internal and external reporting purposes.

8.9

Records.  BMS  shall  keep,  and  shall  cause  its  Affiliates  and  Sublicensees  to  keep,  complete,  true  and  accurate  books  of
accounts and records sufficient to determine and establish the amounts payable incurred under this Agreement, and compliance with the other terms
and conditions of this Agreement. Such books and records shall be kept reasonably accessible and shall be made available for inspection for a [***]
period in accordance with Section 8.10 below.

8.10

Inspection  of  BMS  Records.  Upon  reasonable  prior  notice,  BMS  shall  permit  an  independent  nationally  recognized
certified public accounting firm (subject to obligations of confidentiality to BMS), appointed by Schrödinger and reasonably acceptable to BMS, to
inspect the audited financial records of BMS to the extent relating to payments to Schrödinger; provided, that such inspection shall not occur more
often than [***], unless a material error is discovered as part of such inspection in which case Schrödinger shall have the right to conduct a more
thorough inspection for such period. Any inspection conducted under this Section 8.10 shall be at the cost and expense of Schrödinger, unless such
inspection reveals any underpayment of the royalties due hereunder for the audited period by at least [***] percent ([***]%), in which case the full
costs of such inspection for such period shall be borne by BMS. Any underpayment shall be paid by BMS to Schrödinger within [***] with interest
on the underpayment at the rate specified in Section 8.11 from the date such payment was originally due, and any overpayment shall be credited
against future amounts due by BMS to Schrödinger.

8.11

Late Payments. Any payments or portions thereof due hereunder that are not paid on the date such payments are due under
this Agreement shall bear interest at a rate equal to the lesser of: (a) [***] above the prime rate as published by Citibank, N.A., New York, New
York, or any successor thereto, at 12:01 a.m. on the first day of each Calendar Quarter in which such payments are overdue or (b) the maximum rate
permitted by Applicable Law; in each case calculated on the number of days such payment is delinquent, compounded monthly.

8.12

Payments to or Reports by Affiliates. Any payment required under any provision of this Agreement to be made to either
Party or any report required to be made by any Party shall be made to or by an Affiliate of that Party if designated in writing by that Party as the
appropriate recipient or reporting entity.

8.13

No Payments for Degrader Compounds.  For the avoidance of doubt, no payments shall be payable by BMS under this

Article 8 with respect to the development or commercialization of Degrader Compounds or in connection with the Degrader Program.

8.14

Inventor  Compensation.    Schrödinger  shall  be  responsible  for  and  shall  bear  all  costs  associated  with  any  Inventor
Compensation for any employees of Schrödinger or any of its Affiliates (or of any Third Party contractors of Schrödinger or any of its Affiliates),
whether employed at any time prior to the Effective Date or during the Term of the Agreement.  In addition, as between the Parties, Schrödinger
shall be responsible for and shall bear all costs associated with any Inventor Compensation for any other developers or inventors of the Schrödinger
Technology or Product Specific Patents developed or invented as of the Effective Date.  “Inventor

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Compensation” means any compensation that is or may in the future become payable for or based upon the use or Exploitation of the Schrödinger
Technology, Product Specific Patents, Licensed Collaboration Compounds or Licensed Collaboration Products, including the use and Exploitation
of Schrödinger Technology, Product Specific Patents, Licensed Collaboration Compounds or Licensed Collaboration Products  by  or  on  behalf  of
BMS pursuant to this Agreement.

8.15

Companion Diagnostics.  Notwithstanding  any  terms  to  the  contrary  in  this  Article  8,  the  milestones  and  royalties  in  this
Article 8 shall not apply with respect to the development or commercialization of Companion Diagnostics developed by or on behalf BMS. In the
event  that  BMS  develops  any  Companion  Diagnostic,  the  Parties  will  negotiate  in  good  faith  appropriate  economic  terms,  if  any,  that  would  be
applicable  to  such  Companion  Diagnostic  consistent  with  industry  practices  and  taking  into  consideration  the  benefits  Schrödinger  would  derive
from  such  Companion  Diagnostic  through  the  Development  and  Commercialization  of  Licensed  Collaboration  Compounds  or  Licensed
Collaboration Products by or on behalf of BMS or its Affiliates or its or their Sublicensees pursuant to this Agreement.

9.

OWNERSHIP OF INVENTIONS, PATENT PROSECUTION AND ENFORCEMENT

9.1

Ownership of Information and Inventions.

(a)

Except  as  expressly  set  forth  in  Section  9.1(b),  as  between  the  Parties,  each  Party  will  own  all  inventions  (and
Patents  that  claim  such  inventions)  solely  conceived  of  by  or  on  behalf  of  it  or  its  Affiliates  or  its  or  their  respective  employees,  agents  and
independent contractors in the course of conducting its activities under this Agreement (collectively, “Sole Inventions”). All inventions conceived
of jointly by employees, Affiliates, agents, or independent contractors of each Party or any of its Affiliates in the course of conducting its activities
under this Agreement (collectively, “Joint Inventions”) and Joint Patents will be owned jointly by the Parties. This Agreement will be understood
to  be  a  joint  research  agreement  under  35  U.S.C.  §103(c)(3)  entered  into  for  the  purpose  of  researching,  identifying  and  developing  Licensed
Collaboration Compounds or Licensed Collaboration Products under the terms set forth herein. Subject to the rights and licenses granted under this
Agreement, it is understood that neither Party shall have any obligation to account to the other Party for profits, or to obtain any approval of the
other Party to license, assign or otherwise exploit such Joint Inventions, by reason of joint ownership thereof, and each Party hereby waives any
right it may have under the Applicable Law of any jurisdiction to require any such approval or accounting.

(b)

As between the Parties, any inventions (and Patents that claim such inventions) conceived by or on behalf of either
Party or its Affiliates or its or their respective employees, agents and independent contractors (whether solely, jointly or with one (1) or more Third
Party(ies)) in the course of conducting its activities under this Agreement during the Research Term to the extent such inventions relate specifically
to the Schrödinger Platform, including those that constitute improvements to the Schrödinger Platform (the “Schrödinger Platform Inventions”)
will be owned by Schrödinger. For clarity, [***]. To the extent BMS or its Affiliates has or obtains any right, title or interest in or to the Schrödinger
Platform  Inventions,  BMS  and  its  Affiliates  will,  and  hereby  do,  assign  to  Schrödinger  or  one  or  more  of  its  designated  Affiliates,  its  and  its
Affiliates’ rights, title and interest in any Schrödinger Platform Inventions

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conceived by BMS or its Affiliates or its or their respective employees, agents and independent contractors (whether solely, jointly or with one (1)
or more Third Party(ies)) during the Research Term.  BMS will take all reasonable actions and provide Schrödinger with all reasonably requested
assistance to effect such assignment and will execute any and all documents necessary to perfect such assignment.  Promptly following BMS’ or any
of its Affiliate’s receipt of an invention disclosure with respect to any invention conceived, solely or jointly, by BMS or its Affiliates that constitutes
a  Schrödinger  Platform  Invention,  BMS  will  promptly  disclose  to  Schrödinger  in  writing,  and  will  cause  its  Affiliates  to  so  disclose,  such
Schrödinger Platform Invention.

(c)

Inventorship for patentable inventions conceived during the course of the performance of activities pursuant to this
Agreement  shall  be  determined  in  accordance  with  U.S.  Patent  laws  for  determining  inventorship  and  other  Applicable  Law  in  the  U.S.  without
regard to conflict of law, irrespective of where or when such conception, discovery, development or making occurs.  If U.S. law otherwise would not
apply to the conception, reduction to practice, discovery, development or other making of any Information or inventions hereunder, each Party shall,
and does hereby, assign, and shall cause its Affiliates and its and their Sublicensees to so assign, to the other Party, without additional compensation,
such right, title and interest in and to any Information and inventions as well as any intellectual property rights with respect thereto, as is necessary
to fully effect, as applicable, the sole ownership or the joint ownership provided for in Section 9.1(a) or Section 9.1(b).

9.2

Prosecution of Product Specific Patents and Joint Patents.

(a)

BMS  will  have  the  first  right,  but  not  the  obligation,  to  draft,  file,  prosecute  and  maintain  (including  any
oppositions, interferences, reissue proceedings, reexaminations and post-grant proceedings) in all jurisdictions in the Territory the Product Specific
Patents and the Joint Patents (such activities with respect to Patents being the “Prosecution”, with the term “Prosecute” having the corresponding
meaning). Such Prosecution of the Product Specific Patents or Joint Patents shall be handled by outside counsel mutually agreed upon by the Parties
that  will  jointly  represent  the  Parties  (the  “Patent Firm”).  Subject  to  Section  9.2(b),  BMS  shall  bear  one  hundred  percent  (100%)  of  the  Patent
Prosecution Costs for the Product Specific Patents and each Party shall bear its own Patent Prosecution Costs for the Joint Patents. BMS shall have
lead responsibility and decision-making control for such Prosecution of the Product Specific Patents and Joint Patents. For clarity, each Party will
bear its own internal costs (i.e., those costs that are not Patent Prosecution Costs) with respect to its Prosecution activities for the Product Specific
Patents and Joint Patents.

(b)

In the event that BMS elects not to Prosecute in any country any Patent within the Product Specific Patents or Joint
Patents, BMS will give Schrödinger at least [***] notice before any relevant deadline and provide to Schrödinger information it reasonably requests
relating  to  the  Product  Specific  Patent  or  Joint  Patent.  Schrödinger  will  then  have  the  right  to  assume  responsibility,  using  patent  counsel  of  its
choice, for the Prosecution of such Product Specific Patent or Joint Patent. If Schrödinger assumes responsibility for the Prosecution for any such
Product  Specific  Patents  or  Joint  Patents  as  set  forth  above,  then  the  Patent  Prosecution  Costs  incurred  by  Schrödinger  in  the  course  of  such
Prosecution will thereafter be borne by Schrödinger, and such Product Specific Patent shall thereafter be deemed to be an Other Schrödinger Patent
and BMS’ license rights with respect to such Product Specific Patent (and any continuation or

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divisional thereof) under Section 7.1 shall become nonexclusive. The Parties will cooperate in such Prosecution in all respects.

(c)

Each Party will provide the other Party all reasonable assistance and cooperation in the Prosecution of the Product
Specific Patents and Joint Patents in all respects, including providing any necessary powers of attorney and executing any other required documents
or instruments for such Prosecution, as necessary to Prosecute the Product Specific Patents and Joint Patents. Each Party will provide the other Party
with  copies  of  any  documents  it  receives  or  prepares  in  connection  with  such  Prosecution  and  will  inform  the  other  Party  of  the  progress  of  it.
Before filing in connection with such Prosecution any document with a patent office, each Party will provide a copy of the document to the other
Party sufficiently in advance to enable the other Party to comment on it, and the first Party will give due consideration to such comments and will
reasonably  incorporate  any  of  such  comments  in  the  first  Party’s  filings  or  responses  to  the  extent  such  comments  are  provided  sufficiently  in
advance of any applicable filing deadlines. In particular, each Party agrees to provide the other Party with all information necessary or desirable to
enable the other Party to comply with the duty of candor/duty of disclosure requirements of any patent authority.

(d)

Patent Term Extensions. The Parties will confer regarding the desirability of seeking in any country any patent
term extension, supplemental patent certificate or related extension of rights with respect to the Product Specific Patents and Joint Patents. BMS
shall have the sole right, but not the obligation, to apply for any such extension or supplemental patent certificate or related extension of rights with
respect to the Product Specific Patents or Joint Patents. Neither Party will proceed with such an extension until the Parties have consulted with one
another and agreed to a strategy therefor, provided that in the case where the Parties are unable to reach consensus, BMS will have the final decision
making  authority  with  respect  to  such  decision,  including  whether  or  not  to  seek  an  extension  for  any  Product  Specific  Patent  and  Joint  Patent.
Without limiting the foregoing, Schrödinger covenants that it will not seek patent term extensions, supplemental protection certificates, or similar
rights or extensions for the Product Specific Patents without the prior written consent of BMS. Each Party will cooperate fully with and provide all
reasonable assistance to the other Party and use all commercially reasonable efforts consistent with its obligations under Applicable Law (including
any  applicable  consent  order  or  decree)  in  connection  with  obtaining  any  such  extensions  for  the  Product  Specific  Patents  consistent  with  such
strategy. To the extent reasonably and legally required in order to obtain any such extension in a particular country, each Party will make available to
the  other  a  copy  of  the  necessary  documentation  to  enable  such  other  Party  to  use  the  same  for  the  purpose  of  obtaining  the  extension  in  such
country.

9.3

Regulatory Exclusivity. As applicable, BMS will have the sole right and authority for securing, maintaining and enforcing
exclusivity rights that may be available under Applicable Law in a country for a Licensed Collaboration Product, such as any data, market, pediatric,
orphan drug or other regulatory exclusivity periods. Schrödinger will cooperate fully with and provide all reasonable assistance to BMS and use all
commercially reasonable efforts consistent with its obligations under Applicable Law (including any applicable consent order or decree) to seek,
maintain and enforce all regulatory exclusivity periods available for the Licensed Collaboration Products.

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9.4

Prosecution and Enforcement of Other Patents

BMS Patents. As between the Parties, BMS will have the sole right and authority with respect to BMS Patents in
any jurisdiction, including Prosecution and enforcement. BMS will be responsible for all costs incurred by it (including all Patent Prosecution Costs)
in the course of Prosecuting and enforcing such BMS Patents.

(a)

(b)

Other Schrödinger Patent Rights. As between the Parties, Schrödinger will have the sole right and authority with
respect  to  all  Schrödinger  Patent  Rights  other  than  the  Joint  Patents  and  Product  Specific  Patents  (“Other  Schrödinger  Patents”),  including
Prosecution and enforcement. Schrödinger will be responsible for all costs incurred by it (including all Patent Prosecution Costs) in the course of
Prosecuting and enforcing such Other Schrödinger Patents.

9.5

Infringement of Product Specific Patents, Joint Patents and Other Schrödinger Patents by Third Parties.

(a)

Notification.  On  a  Designated  Target-by-Designated  Target  basis,  the  Parties  will  promptly  notify  each  other  of
any  actual,  threatened,  alleged  or  suspected  infringement  by  a  Third  Party  (an  “Infringement”)  of  the  Product  Specific  Patents,  Joint  Patents  or
Schrödinger Patent Rights  with  respect  to  any  Third  Party  products  targeting, modulating or otherwise directed to such Designated Target in the
Territory. A notice under 42 U.S.C. 262(l) (however such section may be amended from time to time during the Term) with respect to a Licensed
Collaboration  Compound  or  Licensed  Collaboration  Product  will  be  deemed  to  describe  an  act  of  Infringement,  regardless  of  its  content.  As
permitted by Applicable Law, each Party will promptly notify the other Party in writing of any such Infringement of which it becomes aware, and
will provide evidence in such Party’s possession demonstrating such Infringement. In particular, each Party will notify and provide the other Party
with  copies  of  any  allegations  of  patent  invalidity,  unenforceability  or  non-infringement  of  any  Product  Specific  Patents,  Joint  Patents  or
Schrödinger  Patent  Rights  Covering  a  Licensed  Collaboration  Compound  or  Licensed  Collaboration  Product  (including  methods  of  use  or
manufacture thereof). Such notification and copies will be provided by the Party receiving such certification to the other Party as soon as practicable
and, unless prohibited by Applicable Law, at least within [***] after the receiving Party receives such certification. Such notification and copies will
be sent by facsimile and overnight courier to BMS at the address set forth below, and to Schrödinger at the address specified in Section 17.5.

Bristol-Myers Squibb Company
P.O. Box 4000
Route 206 & Province Line Road
Princeton, New Jersey 08543-4000
Attention: Senior Vice President, Innovation Law
Telephone: [***]
Facsimile: [***]

Enforcement  of  Product  Specific  Patents  and  Joint  Patents.  BMS  will  have  the  first  right,  but  not  the
obligation, to bring and control, at its cost and expense, an appropriate suit or other action before any government or private tribunal against any
person or entity allegedly engaged in any Infringement of any Product Specific Patent or Joint Patent

(b)

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(“Product Specific Infringement Action”) to remedy the Infringement (or to settle or otherwise secure the abatement of such Infringement). The
foregoing right of BMS shall include the right to perform all actions of a reference product sponsor set forth in 42 USC 262(l). Schrödinger will
have the right, at its own cost and expense and by counsel of its choice, to be represented in (but not control) any Product Specific  Infringement
Action. At BMS’ request, Schrödinger will join any Product Specific Infringement Action as a party (all at BMS’ cost and expense) if doing so is
necessary for the purposes of establishing standing or is otherwise required by Applicable Law to pursue such action. BMS will have a period of
[***] after  its  receipt  or  delivery  of  notice  and  evidence  pursuant  to  Section  9.5(a)  to  elect  to  so  enforce  such  Product  Specific  Patents  or  Joint
Patents in the applicable jurisdiction to remedy the Infringement (or to settle or otherwise secure the abatement of such Infringement), provided,
however, that such period will be more than [***] to the extent Applicable Law prevents earlier enforcement of such Product Specific Patents  or
Joint Patents  (such  as  the  enforcement  process  set  forth  in  42  USC  262(l))  and  such  period  will  be  less  than  [***]  to  the  extent  that  a  delay  in
bringing  an  action  to  enforce  the  applicable  Product  Specific  Patents  or  Joint  Patents  against  such  alleged  Third  Party  infringer  would  limit  or
compromise the remedies (including monetary and injunctive relief) available against such alleged Third Party infringer. In the event BMS does not
so elect to remedy the Infringement (or settle or otherwise secure the abatement of such Infringement) within the aforementioned period of time or
[***] before the time limit, if any, for the filing of a Product Specific Infringement Action, whichever is sooner, it will so notify Schrödinger in
writing and in the case where Schrödinger then desires to commence a suit or take action to enforce the applicable Product Specific Patents or Joint
Patents with respect to such Infringement (or settle or otherwise secure the abatement of such Infringement) in the applicable jurisdiction, the Parties
will confer and,  upon  BMS’  prior  written  consent  (not  to  be  unreasonably  withheld,  conditioned  or  delayed), Schrödinger  will  have  the  right  to
commence such a suit or take such action to enforce the applicable Product Specific Patents or Joint Patents with respect to such Infringement (or
settle or otherwise secure the abatement of such Infringement), at Schrödinger’s cost and expense. Each Party will provide to the Party enforcing
any  such  rights  under  this  Section  9.5(b)  reasonable  assistance  in  such  enforcement,  at  such  enforcing  Party’s  request  and  cost  and  expense,
including joining such action as a party plaintiff if required by Applicable Law to pursue such action. The enforcing Party will keep the other Party
regularly informed of the status and progress of such enforcement efforts, and will reasonably consider the other Party’s  comments  on  any  such
efforts.

(c)

Settlement. Without the prior written consent of the other Party (not to be unreasonably withheld, conditioned or
delayed), neither Party will settle any Product Specific Infringement Action in any manner that would adversely affect a Product Specific Patent or
Joint Patent; provided, that BMS shall have the right to grant (sub)licenses under the Product Specific Patents and Joint Patents in its sole discretion
and Schrödinger shall reasonably cooperate with such efforts (including by granting any license to BMS to effect the same) or that would limit or
restrict  the  ability  of  BMS  (or  its  Affiliates  or  its  or  their  Sublicensees,  as  applicable)  to  sell  Licensed  Collaboration  Products  anywhere  in  the
Territory.

(d)

Expenses and Recoveries. A Party bringing a Product Specific Infringement Action under this Section 9.5 against
any  Third  Party  engaged  in  Infringement  of  the  Product  Specific  Patents  or  Joint  Patents  will  be  solely  responsible  for  any  costs  and  expenses
incurred by such Party as a result of such Product Specific Infringement Action. If such Party recovers monetary damages from such Third Party in
such Product Specific Infringement Action,

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such recovery will first be applied to all out-of-pocket costs and expenses incurred by the Parties in connection therewith, including attorneys’ fees,
but excluding any costs and expenses incurred by Schrödinger pursuant to the third sentence of Section 9.5(b). If  such recovery is insufficient  to
cover all such costs and expenses of both Parties, it will be shared pro-rata in proportion to the relative amount of such costs and expenses incurred
by each Party. If  after  such  reimbursement  any  funds  remain  from  such  damages,  such  funds  will  be  shared  as  follows:  (i)  if  BMS  is  the  Party
bringing  such  Product  Specific  Infringement  Action,  such  remaining  funds  will  be  retained  by  BMS  and  treated  as  Net  Sales  of  the  applicable
Licensed Product, and (ii) if Schrödinger is the Party bringing such Product Specific Infringement Action, such remaining funds will be retained by
Schrödinger.

9.6

Third Party Rights.

(a)

The Parties will promptly notify each other of any written allegation that any activity pursuant to this Agreement
infringes or misappropriates the Patent rights of any Third Party. In addition, the Parties will notify each other if either Party desires to obtain a
license or otherwise pursue a defense or settlement with respect to any Third Party Patent that may be considered to Cover Licensed Collaboration
Compounds or Licensed Collaboration Products or their Manufacture or use.

(b)

Subject  to  Section  9.6(c),  (d)  and  (e),  with  respect  to  any  Third  Party  Patent  under  Section  9.6(a),  and  without
limiting the right of a Party against whom a claim of infringement of any Third Party Patent is filed to seek indemnification for such claim pursuant
to Article 15, as between the Parties, notwithstanding any right of the Indemnifying Party to control as set forth in Section 15.3, BMS will have the
sole right to seek a license, at its cost and expense, with respect to such Third Party Patent that Covers the composition, formulation, method of use
or method of Manufacture of any Licensed Collaboration Compound or Licensed Collaboration Product pursuant to Section 8.4(e).

(c)

Notwithstanding the foregoing, in the case a claim of infringement of a Patent is brought against a Party in a suit or
other action or proceeding with respect to any Third Party Patent under Section 9.6(a), such Party will have the right, at its own cost and expense
and by counsel of its own choice, to prosecute and defend any such claim in such suit or other action or proceeding. If both Parties are named, the
Parties shall meet and determine who is best situated to lead any such suit or other action or proceeding.

(d)

Without  the  prior  written  consent  of  the  other  Party  (not  to  be  unreasonably  withheld,  conditioned  or  delayed),
neither Party will settle any claim under this Section 9.6 in any manner that would impose any material obligations, restriction or limitation on the
other Party; provided, however, that the foregoing shall not restrict BMS’ right to grant or take a license or sublicense to settle or avoid litigation
related to the alleged infringement by a Licensed Collaboration Product or the Exploitation thereof of any Patent or other intellectual property of a
Third  Party  or  the  alleged  non-infringement,  invalidity  or  unenforceability  of  any  Patent  Covering  a  Licensed  Product,  including  any  Product
Specific Patent.

Section 9.6.

(e)

The  Parties  will  reasonably  cooperate  with  one  another  in  prosecuting  or  defending  any  action  pursuant  to  this

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9.7

Patent Challenges.

The Parties will promptly notify each other in the event that any Third Party files, or threatens to file, any paper in
a court, patent office or other Governmental Authority, seeking to invalidate, reexamine, oppose or compel the licensing of any Schrödinger Patent
Right, Joint Patent or Product Specific Patent (any such Third Party action being a “Patent Challenge”).

(a)

(b)

Without limiting the right of a Party against whom a claim of infringement of any Third Party Patent is filed to
seek indemnification for such claim pursuant to Article 15, as between the Parties, notwithstanding any right of the Indemnifying Party to control as
set forth in Section 15.3, BMS will have the first right, but not the obligation, to bring and control, at its cost and expense (but without limiting its
right to seek indemnification, if applicable), any effort in defense of such a Patent Challenge against a Product Specific Patent or Joint Patent, except
in the case where such Patent Challenge is made in connection with a Product Specific Infringement Action, in which case the enforcing Party in the
Product Specific Infringement Action will have the first right, but not the obligation, to bring and control the defense of such Patent Challenge and
such Patent Challenge will be considered part of the Product Specific Infringement Action under this Article 9. In the case where BMS controls the
defense of such Patent Challenge, Schrödinger will have the right, at its own cost and expense and by counsel of its choice, to be represented in (but
not control) any such effort. If BMS fails to take action to defend such Patent Challenge within [***] of the time limit for bringing such defense (or
within such shorter period to the extent that a delay in bringing such defense would limit or compromise the outcome of such defense of such Patent
Challenge), then Schrödinger will have the right, but not the obligation, to bring and control any effort in defense of such Patent Challenge at its
own cost and expense (but without limiting its right to seek indemnification, if applicable).

in defense of such a Patent Challenge related to any Other Schrödinger Patent.

(c)

Schrödinger will have the sole right, but not the obligation, to bring and control, at its cost and expense, any effort

9.8

Disclosure of Inventions.  Each  Party  will  promptly  disclose  to  the  other  Party  all  invention  disclosures  submitted  to  such
Party  by  its  or  its  Affiliates’  employees  describing  Sole  Inventions  made  under  or  in  connection  with  the  Research  Program  or  Joint  Inventions.
Each Party will also respond promptly to reasonable requests from the other Party for more Information relating to such inventions.

9.9

Patent  Contacts.  Each  Party  will  designate  patent  counsel  representatives  who  will  be  responsible  for  coordinating  the
activities between the Parties in accordance with this Article 9 (each a “Patent Contact”). Each Party will designate its initial Patent Contact within
[***] following the Effective Date and will promptly thereafter notify the other Party of such designation. If at any time a vacancy occurs for any
reason, the Party that appointed the prior incumbent will as soon as reasonably practicable appoint a successor. Each Party will promptly notify the
other Party of any substitution of another person as its Patent Contact. The Patent Contacts will, from time to time, coordinate the respective patent
strategies of the Parties relating to this Agreement. In particular the Patent Contacts will review and update the list of Schrödinger Patent Rights and
Product Specific Patents from time to time to ensure that all Licensed

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Collaboration Compounds or Licensed Collaboration Products being Developed or Commercialized are covered.

9.10

Personnel  Obligations.  Prior  to  receiving  any  Confidential  Information  or  beginning  work  under  the  Research  Program,
each employee, agent or independent contractor of BMS or Schrödinger or of either Party’s respective Affiliates will be bound in writing by non-
disclosure and invention assignment obligations which are consistent with the obligations of BMS or Schrödinger under this Agreement (provided
that where necessary in the case of a Third Party (i) such Third Party shall agree to grant BMS or Schrödinger, as the case may be, an exclusive
license with the right to grant sublicenses with respect to resulting inventions and Patents; provided that such obligation to obtain ownership or an
exclusive license will not apply to any improvements to the proprietary core or platform technology owned or in-licensed by such Third Party unless
such improvements are necessary or reasonably useful to research, Develop, Manufacture or Commercialize Licensed Collaboration Compounds or
Licensed Collaboration Products with respect to which such Third Party conducted its activities under such contract; and (ii) the period of time with
respect to non-disclosure obligations may be shorter, if customary).

9.11

Further Action. Each Party will, upon the reasonable request of the other Party, provide such assistance and execute such
documents as are reasonably necessary for such Party to exercise its rights and perform its obligations pursuant to this Article 9; provided, however,
that neither Party will be required to take any action pursuant to Article 9 that such Party reasonably determines in its sole judgment and discretion
conflicts with or violates any applicable court or government order or decree or Applicable Law.

10.

TRADEMARKS

10.1

Licensed Product Trademarks.  BMS  shall  be  solely  responsible  for  the  selection  (including  the  creation,  searching  and
clearing),  registration,  maintenance,  policing  and  enforcement  of  all  trademarks  developed  for  use  in  connection  with  the  marketing,  sale  or
distribution of Licensed Compounds and Licensed Products in the Field in the Territory (the “Product Marks”). As between the Parties, BMS shall
own all Product Marks, and all trademark registrations for said marks.

10.2

Use of Name. Neither Party shall, without the other Party’s prior written consent, use any trademarks or other marks of the
other Party (including the other Party’s corporate name), trademarks, advertising taglines or slogans confusingly similar thereto, in connection with
such Party’s marketing or promotion of Licensed Compounds or Licensed Products under this Agreement or for any other purpose, except as may
be expressly authorized in writing in connection with activities under this Agreement and except to the extent required to comply with Applicable
Law.

10.3

Further Actions. Each Party shall, upon the reasonable request of the other Party, provide such assistance and execute such
documents as are reasonably necessary for such Party to exercise its rights or perform its obligations pursuant to this Article 10; provided, however,
that neither Party shall be required to take any action pursuant to Article 10 that such Party reasonably determines in its sole judgment and discretion
conflicts with or violates any applicable court or government order or decree or Applicable Law.

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11.1

Exclusivity Regarding Development and Commercialization of Target Compounds.

11.

EXCLUSIVITY

(a)

Subject  to  this  Article  11,  (i)  during  the  Term,  with  respect  to  each  Designated  Target,  and  (ii)  during  the
Substitution  Period,  with  respect  to  each  Reserved  Target  (unless  such  Reserved  Target  becomes  a  Designated  Target  under  this  Agreement,  in
which case clause (i) shall apply to such Designated Target), Schrödinger shall not, for itself, or with, through or for its Affiliates or any Third Party
(including  the  grant  of  any  license,  option  or  other  right  to  any  Third  Party),  [***]  engage  in,  directly  or  indirectly,  any  clinical  development  or
commercialization anywhere in the Territory with respect to any Target Compound or any other Compound, or any product containing any Target
Compound or other Compound, in each case that specifically modulates as its primary mechanism of action (or, if applicable, its Primary Activity),
or  is  designed  to  specifically  modulate,  such  Designated  Target  or  Reserved  Target  (as  applicable)  [***],  including  any  Licensed  Compound  or
Licensed Product for such Designated Target or [***]. By way of example, [***].

(b)

In the event that any Designated Target is substituted for a Substitute Target in
accordance with Section 3.4(c), (i) upon the JSC approving the Research Plan (including the Primary Activity, LO Criteria, LO Timeline and DC
Criteria) for such Substitute Target in accordance with Section 3.4(c), the foregoing exclusivity obligations shall no longer apply with respect to the
former Designated Target except to the extent otherwise provided in the Definitive Degrader Agreement.

11.2

11.3

[***].

Exceptions.  

(a)

The  restrictions  set  forth  in  Section  11.1  and  Section  11.2  shall  not  apply  to  Schrödinger’s  or  its  any  of  its
Affiliates’ performance of (i) the Research Program under and in accordance with this Agreement, (ii) the Permitted Reserved Target Activities, (iii)
the Schrödinger Technology Services, or (iv) activities under and in accordance with the Definitive Degrader Agreement (if any); provided that with
respect to [***].

to any activities intended by Schrödinger or any of its Affiliates to ensure its compliance with Sections 11.1 or 11.2 (e.g., counter-screening).

(b)

The Parties hereby acknowledge and agree that  the restrictions set forth in Sections 11.1 and 11.2 shall not apply

11.4

Acquisition of Distracting Product. Notwithstanding the provisions of Section 11.1 and Section 11.2, if Schrödinger or any
of its Affiliates acquires rights to clinically develop or commercialize a product in the Field as the result of a merger, acquisition or combination
with or of a Third Party other than a Change of Control Transaction of Schrödinger (each, an “Acquisition Transaction”) and, on the date of the
closing  of  such  Acquisition  Transaction,  such  product  is  being  clinically  developed  or  commercialized  and  such  activities  would,  but  for  the
provisions of this Section 11.4, constitute a breach of Section 11.1 or 11.2 (such product, a “Distracting Product”), Schrödinger will, within [***]
after the closing of such Acquisition Transaction notify BMS in writing of such acquisition and either:

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[***].

11.5

Change of Control. If there is a Change of Control Transaction of Schrödinger, the obligations of Sections 11.1 and 11.2
will  not  preclude  the  Acquirer  or  any  of  its  Affiliates  (other  than  such  Party  and  any  Person  that  was  an  Affiliate  of  Schrödinger  prior  to  such
Change of Control Transaction or any successor entity to Schrödinger or any such Affiliates thereof) from exploiting any program, compound or
product of the Acquirer; provided that [***].

12.

CONFIDENTIALITY

12.1

Confidentiality. Except to the extent expressly authorized by this Agreement or otherwise agreed in writing by the Parties,
each Party (the “Receiving Party”) agrees that, for the Term and for [***] thereafter, it shall keep confidential and shall not publish or otherwise
disclose and shall not use for any purpose other than as provided for in this Agreement (which includes the exercise of any rights or the performance
of any obligations hereunder) any Confidential Information of the other Party (the “Disclosing Party”) pursuant to this Agreement except for that
portion of such Confidential Information that the Receiving Party can demonstrate by competent written proof:

(a)

was already known to the Receiving Party or any of its Affiliates, other than under an obligation of confidentiality
or any restriction on its use to the Disclosing Party, at the time of disclosure by the other Party; provided, however, this exception shall not apply
with respect to Licensed Collaboration Product Information or Confidential Information that is deemed to be the Confidential Information of both
Parties under this Agreement;

Receiving Party;

(b)

(c)

was  generally  available  to  the  public  or  otherwise  part  of  the  public  domain  at  the  time  of  its  disclosure  to  the

became generally available to the public or otherwise part of the public domain after its disclosure and other than

through any act or omission of the Receiving Party in breach of this Agreement;

thereof and without obligations of confidentiality or restriction on its use to the Disclosing Party with respect thereto; or

(d)

is  subsequently  disclosed  to  the  Receiving  Party  or  any  of  its  Affiliates  by  a  Third  Party  lawfully  in  possession

(e)

is  subsequently  independently  discovered  or  developed  by  the  Receiving  Party  or  its  Affiliates  without  the  aid,
application, or use of Confidential Information of the Disclosing Party, as demonstrated by documented evidence prepared contemporaneously with
such  independent  development  provided,  however,  this  exception  shall  not  apply  with  respect  to  Licensed  Collaboration  Product  Information  or
Confidential Information that is deemed to be the Confidential Information of both Parties under this Agreement.

Any  combination  of  features  or  disclosures  will  not  be  deemed  to  fall  within  the  foregoing  exclusions  merely  because  individual  features  are
published  or  available  to  the  general  public  or  in  the  rightful  possession  of  the  Receiving  Party  unless  the  combination  itself  and  principle  of
operation  are  published  or  available  to  the  general  public  or  in  the  rightful  possession  of  the  Receiving  Party,  and  any  individual  feature  or
disclosure will not be deemed to fall within the

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foregoing exclusions merely because a broader or related combination of such feature or disclosure is published or available to the general public
unless  the  individual  feature  or  disclosure  itself  and  principle  of  operation  are  published  or  available  to  the  general  public  or  in  the  rightful
possession of the Receiving Party.

12.2

Authorized Disclosure. Notwithstanding the obligations of confidentiality and non-use set forth in Section 12.1, each Party

may disclose Confidential Information of the Disclosing Party to the extent such disclosure is reasonably necessary in the following situations:

(a)

filing or prosecuting Patents in accordance with Article 9;

(b)

subject to Section 12.3, regulatory filings and other filings with Governmental Authorities (including Regulatory
Authorities), including filings with the FDA, as necessary for the Development or Commercialization of a Licensed Collaboration Compound or
Licensed Collaboration Product, as required in connection with any filing, application or request for Regulatory Approval; provided, however, that
reasonable measures will be taken to seek confidential treatment of such information, if available;

(c)

(d)

exchanges;

prosecuting or defending litigation;

subject  to  Section  12.3,  complying  with  Applicable  Law,  including  regulations  promulgated  by  securities

(e)

disclosure  of  this  Agreement  (including  its  material  terms)  to  any  bona  fide  potential  or  actual  investor,
stockholder, investment banker, lender, acquirer, merger partner or other actual financial partner and their representatives and advisors (including
attorneys and accountants) on a reasonable need-to-know basis; provided, that each disclosee must be bound by obligations of confidentiality and
non-use at least as equivalent in scope as and no less restrictive than those set forth in this Article 12 prior to any such disclosure (but of shorter
duration, if customary);

(f)

disclosure  of  the  stage  of  research  or  Development  of  Licensed  Collaboration  Compounds  or  Licensed
Collaboration  Products  under  this  Agreement  (but  no  other  Licensed  Collaboration  Product  Information)  to  any  bona  fide  potential  or  actual
investor, stockholder, investment banker, lender, acquirer, merger partner or other potential or actual financial partner and their representatives and
advisors (including attorneys and accountants); provided, that each disclosee must be bound by obligations of confidentiality and non-use at least as
equivalent  in  scope  as  and  no  less  restrictive  than  those  set  forth  in  this  Article  12  prior  to  any  such  disclosure  (but  of  shorter  duration,  if
customary);

(g)

disclosure of data generated under this Agreement on a “need to know basis” to any bona fide potential or actual
investor, stockholder, investment banker, lender, acquirer, merger partner or other potential or actual financial partner and their representatives and
advisors (including attorneys and accountants); provided, that each disclosee must be bound by obligations of confidentiality and non-use at least as
equivalent  in  scope  as  and  no  less  restrictive  than  those  set  forth  in  this  Article  12  prior  to  any  such  disclosure  (but  of  shorter  duration,  if
customary);

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(h)

solely  on  a  “need  to  know  basis”  to  actual  research  and  development  collaborators,  subcontractors,  advisors
(including attorneys and accountants) or to bona fide potential subcontractors who have entered into good faith discussions with such Party that are
subject to obligations of confidentiality and non-use at least as equivalent in scope as and no less restrictive than those set forth in this Article 12, in
each case, in connection with activities in connection with the Research Program; and

(i)

disclosure pursuant to Section 12.5.

Notwithstanding  the  foregoing,  in  the  event  a  Party  is  required  to  make  a  disclosure  of  the  other  Party’s  Confidential  Information
pursuant to Sections 12.2(a), 12.2(c) or 12.2(d), it will, except where impracticable, (i) give reasonable advance notice to the other Party of such
disclosure (including as to the form and terms of such disclosure), (ii) give the other Party copies of any such disclosure, (iii) give the other Party a
reasonable opportunity to review and comment on any such disclosure (including the form and terms thereof) and consider such comments in good
faith, and (iv) and use reasonable efforts to secure confidential treatment of such information. In any event, the Parties agree to take all reasonable
action to avoid disclosure of Confidential Information hereunder, except as permitted in this Section 12.2.

Nothing  in  Sections  12.1  or  12.2  shall  limit  either  Party  in  any  way  from  disclosing  to  any  Third  Party  such  Party’s  U.S.  or  foreign
income tax treatment and the U.S. or foreign income tax structure of the transactions relating to such Party that are based on or derived from this
Agreement, as well as all materials of any kind (including opinions or other tax analyses) relating to such tax treatment or tax structure, except to the
extent that nondisclosure of such matters is reasonably necessary in order to comply with applicable securities laws.

12.3

Publicity; Terms of Agreement.

(a)

The Parties agree that the existence and terms of this Agreement are the Confidential Information of both Parties,
subject  to  the  special  authorized  disclosure  provisions  set  forth  in  Section  12.2  and  this  Section  12.3.  Except  as  set  forth  in  Section  12.3(b)  and
12.3(c), each Party agrees not to issue any press release or other public announcement disclosing the terms of this Agreement or the transaction
contemplated hereby without the prior written consent of the other Party. Notwithstanding the foregoing, the Parties agree to issue a press release to
announce the execution of this Agreement in the form attached hereto as Exhibit F; thereafter, Schrödinger and BMS may each disclose to Third
Parties the information contained in such press release without the need for further approval by the other Party.

(b)

In  the  case  of  a  press  release  or  governmental  filing  concerning  the  terms  of  this  Agreement  or  the  transaction
contemplated hereby required by Applicable Law (where reasonably advised by the disclosing Party’s counsel), the disclosing Party shall give prior
advance notice (to the extent it reasonably can) of the proposed text of such release or filing to the other Party for its prior review not later than
[***]  prior  to  such  release  or  filing  and  shall  consider  and  incorporate  in  good  faith  any  comments  provided  by  the  other  Party  in  connection
therewith.

Agreement with the SEC or other Governmental Authorities.

(c)

The Parties acknowledge that either or both Parties may be obligated to file under Applicable Law a copy of this

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Each  Party  shall  be  entitled  to  make  such  a  required  filing,  provided  that  it  requests  confidential  treatment  of  at  least  the  financial  terms  and
sensitive technical terms hereof and thereof to the extent such confidential treatment is reasonably available to such Party. In the event of any such
filing,  each  Party  will  provide  the  other  Party  with  a  copy  of  this  Agreement  marked  to  show  provisions  for  which  such  Party  intends  to  seek
confidential treatment not less than [***] (or a shorter period of time if required by Applicable Law) prior to such filing (and any revisions to such
portions of the proposed filing a reasonable time prior to the filing thereof), and shall reasonably consider the other Party’s comments thereon to the
extent consistent with the legal requirements, with respect to the filing Party, governing disclosure of material agreements and material information
that  must  be  publicly  filed,  and  shall  only  disclose  Confidential  Information  which  it  is  advised  by  counsel  or  the  applicable  Governmental
Authority is legally required to be disclosed. No such notice shall be required under this Section 12.3(c) if the substance of the description of or
reference to this Agreement contained in the proposed filing has been included in any previous filing made by either Party hereunder or otherwise
approved by the other Party and such information remains accurate as of such time.

Each Party shall require each of its Affiliate to which Confidential Information of the other Party is disclosed as
permitted hereunder to comply with the covenants and restrictions set forth in Section 12.1 through Section 12.3 as if each such Affiliate were a
Party to this Agreement and shall be fully responsible for any breach of such covenants and restrictions by any such Affiliate.

(d)

12.4

Publications. Neither Party shall publicly present or publish results of studies carried out under the Research Program (each
such presentation or publication a “Publication”) without the opportunity for prior review by the other Party, except to the extent otherwise required
by Applicable Law, in which case Section 12.3 shall apply with respect to disclosures required by the SEC or for regulatory filings. The submitting
Party  shall  provide  the  other  Party  the  opportunity  to  review  any  proposed  Publication  at  least  [***]  prior  to  the  earlier  of  its  presentation  or
intended submission for publication. The submitting Party agrees, upon request by the other Party, not to submit or present any Publication until the
other Party has had [***] to comment on any material in such Publication. The submitting Party shall consider the comments of the other Party in
good  faith,  but  will  retain  the  sole  authority  to  submit  the  manuscript  for  Publication;  provided,  that  the  submitting  Party  agrees  to  delay  such
Publication  as  necessary  to  enable  the  Parties  to  file  a  Patent  if  such  Publication  might  adversely  affect  such  Patent.  The  submitting  Party  shall
provide the other Party a copy of the Publication at the time of the submission or presentation. On a Designated Target-by-Designated Target basis,
from and after Handoff with respect to such Designated Target, (i) BMS shall have the sole right to publicly present or publish results of studies with
respect  to  Licensed  Collaboration  Compounds  or  Licensed  Collaboration  Products  for  such  Designated  Target  in  its  sole  discretion,  and  (ii)
Schrödinger  shall  have  no  right  to  publicly  present  or  publish  results  of  studies  with  respect  to  Licensed  Collaboration  Compounds  or  Licensed
Collaboration Products for such Designated Target without BMS’ prior written approval (which may be withheld in BMS’ sole discretion).

Nothing contained in this Section 12.4 shall prohibit the inclusion of Confidential Information of the other Party in a patent application
claiming or Covering the Manufacture, use, sale or formulation of a Licensed Collaboration Compound, provided that the non-filing Party is given
an opportunity to review, comment upon and approve the information to be included prior

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to submission of such patent application, where and to the extent required by Article 9 hereof. Notwithstanding the foregoing, BMS shall not have
the right to publish or present Schrödinger’s Confidential Information without Schrödinger’s prior written consent, and Schrödinger shall not have
the  right  to  publish  or  present  BMS’  Confidential  Information  without  BMS’  prior  written  consent.  Each  Party  agrees  to  acknowledge  the
contributions of the other Party, and the employees of the other Party, in all publications as scientifically appropriate. This Section 12.4 shall not
limit and shall be subject to Section 12.5.

Notwithstanding  the  foregoing,  the  Parties  recognize  that  independent  investigators  have  been  engaged,  and  will  be  engaged  in  the
future, to conduct Clinical Trials. The Parties recognize that such investigators operate in an academic environment and may release information
regarding such studies in a manner consistent with academic standards; provided, that each Party will use reasonable efforts to prevent publication
prior to the filing of relevant patent applications and to ensure that no Confidential Information of either Party is disclosed.

12.5

Publication  and  Listing  of  Clinical  Trials  and  Compliance  with  other  Policies,  Orders  and  Agreements.  The  Parties
agree to comply, with respect to the Licensed Collaboration Compounds and Licensed Collaboration Products, with (a) the Pharmaceutical Research
and Manufacturers of America (PhRMA) Guidelines on the listing of Clinical Trials and the Publication of Clinical Trial results, (b) any applicable
court  order,  stipulations,  consent  agreements  and  settlements  entered  into  by  a  party,  and  (c)  BMS’  research  and  development  policy  concerning
Clinical Trials registration and disclosure of results as amended from time to time and other BMS policies or other policies adopted by it for the
majority of its other pharmaceutical products with regard to the same (to the extent the same either are not in direct conflict with the documents
referred to in clauses (a) and (c) above and, in the case of Schrödinger, to the extent such policies are provided by BMS to Schrödinger in writing
prior to requiring their implementation under this Agreement).

12.6

Effect of Change of Control Transaction of Schrödinger.  In  the event that Schrödinger  undergoes  a  Change  of  Control

Transaction with a Third Party (an Acquirer as defined below), then:

the Material, Information, Patents or intellectual property of such Acquirer owned or controlled by such Acquirer
or  any  of  such  Acquirer’s  Affiliates  prior  to  such  acquisition  (“Acquirer Technology”)  shall  not  be  deemed  “Controlled”  by  Schrödinger  or  its
Affiliates and shall be excluded from, and shall not be used or incorporated into, the Schrödinger Technology or Product Specific Patents; and

(a)

[***] (such intellectual property that satisfies all of the foregoing clauses (i)-(iii), the “Segregated  Technology”)
shall  not  be  deemed  “Controlled”  by  Schrödinger  or  its  Affiliates  and  shall  be  excluded  from,  and  shall  not  be  used  or  incorporated  into,  the
Schrödinger Technology or Product Specific Patents; and

(b)

(c)

(d)

[***].

As  used  herein,  “Acquirer”  means  the  Third  Party  involved  in  the  Change  of  Control  Transaction,  and  any

Affiliate of such Third Party that was not an Affiliate of the

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Acquired Party immediately prior to the effective date of the Change of Control Transaction, but, for clarity, does not include any successors to an
Acquired Party; and “Acquired Party” means the Party that was the subject of such Change of Control Transaction, together with any entity that
was its Affiliate immediately prior to the effective date of the Change of Control Transaction, and any of their successors.

12.7

BMS Personnel. With respect to any personnel of BMS [***] this Agreement.

12.8

Termination  of  Prior  CDA.  This  Agreement  terminates,  as  of  the  Effective  Date,  the  Prior  CDA.  All  Information
exchanged between the Parties under the Prior CDA shall be deemed Confidential Information of the corresponding Party under this Agreement and
shall be subject to the terms of this Article 12.

13.

TERM AND TERMINATION

13.1

Term. This Agreement shall become effective on the Effective Date and, unless earlier terminated pursuant to this Article 13,
shall continue until it expires as follows (the “Term”): (a) on a Licensed Collaboration Product-by-Licensed Collaboration Product and country-by-
country  basis  on  the  date  of  the  expiration  of  all  payment  obligations  under  this  Agreement  in  such  country  with  respect  to  such  Licensed
Collaboration  Product  and  (b)  in  its  entirety,  upon  the  expiration  of  all  payment  obligations  under  this  Agreement  with  respect  to  all  Licensed
Collaboration Products in all countries in the Territory.

13.2

Termination by BMS.

(a)

Termination by BMS at Will. BMS may terminate this Agreement as a whole, or on a Collaboration Target-by-
Collaboration Target basis, at any time after the Effective Date, for any reason or no reason, effective upon (i) sixty (60) days’ prior written notice to
Schrödinger in the case where a DC Candidate that meets the applicable DC Criteria has not been delivered to BMS for the applicable Collaboration
Target, (ii) ninety (90) days’ prior written notice to Schrödinger in the case where a DC Candidate that meets the applicable DC Criteria has been
delivered to BMS but Regulatory Approval has not been obtained for any applicable Licensed Collaboration Product for such Collaboration Target
in  either  the  U.S.  or  the  EU,  or  (iii)  upon  one  hundred  and  eighty  (180)  days’  prior  written  notice  to  Schrödinger  in  the  case  where  Regulatory
Approval has been obtained in either the U.S. or the EU for an applicable Licensed Collaboration Product for such Collaboration Target. For clarity,
following any such notice of termination under this Section 13.2(a), [***] with respect to this Agreement as a whole, [***]; provided, however, that
if [***]. For clarity, if, with respect to [***].

(b)

Termination  by  BMS  for  Safety  Reasons.  BMS  may  terminate  this  Agreement  on  a  Collaboration  Target-by-
Collaboration Target basis upon written notice to Schrödinger based on Safety Reasons. Upon such termination for Safety Reasons, BMS shall be
responsible, at its cost and expense, for the wind-down of any Development of applicable Licensed Collaboration Products for such Collaboration
Target  (including  any  Clinical  Trials  for  the  applicable  Licensed  Product  being  conducted  by  or  on  behalf  of  BMS)  and  any  Commercialization
activities for applicable Licensed Collaboration Products for such Collaboration Target. Such termination shall become effective upon the date that
BMS notifies Schrödinger in writing that

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such wind-down is complete. Following any such notice of termination under this Section 13.2(b), no milestone payments will be due on milestones
achieved during the period between the notice of termination and the effective date of termination.

13.3

Termination by Either Party for Breach.

(a)

Subject to Section 13.3(b), in the event that a Party materially breaches this Agreement with respect to one or more
Collaboration Target(s), the other Party may terminate this Agreement with respect to the affected Collaboration Target(s) if such breach shall have
continued for (i) [***] in the case of a material breach as a result of non-payment, or (ii) [***] in the case of any other material breach, after written
notice shall have been provided to the breaching Party by the non-breaching Party requiring such breach to be remedied and stating an intention to
terminate if not so cured (such period, the “Cure Period”) and such notice, a “Termination Notice”). Except as set forth in Section 13.3(a), any
such termination shall become effective at the end of such Cure Period unless the breaching Party has cured any such breach prior to the expiration
of the Cure Period (or, if a material breach described in clause (ii) above cannot be cured within such Cure Period, (A) in the case of a material
breach of a Party’s obligations to use Commercially Reasonable Efforts for research, Development or Commercialization hereunder, then such Cure
Period shall be extended for an additional [***] period or (B) in the case of any other material breach described in clause (ii) above, then such Cure
Period  shall  be  extended  for  an  additional  [***]  period,  in  each  case  ((A)-(B))  if  the  alleged  breaching  Party  has  commenced  and  diligently
continues good faith efforts to cure such breach during such extension period). To the extent Schrödinger delivers a Termination Notice to BMS in
the  case  of  a  material  breach  of  BMS’  obligations  to  use  Commercially  Reasonable  Efforts  to  research  or  Develop  Licensed  Collaboration
Compounds  or  Licensed  Collaboration  Products  for  a  given  Designated  Target,  the  Parties  will  promptly  meet  in  good  faith  to  discuss  such
Termination Notice and whether BMS will prepare a plan (including timelines and objectives) to cure such breach or whether BMS is considering
terminating such Designated Target pursuant to Section 13.2(a).

(b)

If the alleged breaching Party disputes the existence or materiality of a breach specified in a Termination Notice
provided by the other Party in accordance with Section 13.3(a), and such alleged breaching Party provides the other Party notice of such dispute
within the applicable Cure Period after receiving such Termination Notice, then the matter will be resolved as provided in Article 16 and the non-
breaching Party shall not have the right to terminate this Agreement under Section 13.3(a) with respect to the applicable Collaboration Target unless
and until such dispute has been submitted to arbitration in accordance with Article 16 and it has been finally determined under Section 16.2 that this
Agreement has been materially breached, and the breaching Party fails to cure such breach within [***] following such arbitrators’ decision under
Section 16.2 (or if such breach cannot be cured within such [***] period, if the alleged breaching Party has not commenced and diligently continues
good faith efforts to cure such breach, except to the extent such breach involves the failure to make a payment when due, which breach must be
cured within [***] following such arbitrators’ decision). Except as provided in this Section 13.3(b), during the pendency of any such dispute, all of
the  terms  and  conditions  of  this  Agreement  shall  remain  in  effect  and  the  Parties  shall  continue  to  perform  all  of  their  respective  obligations
hereunder and the Cure Period set forth in Section 13.3(a) shall be tolled from the date the breaching Party notifies the non-breaching Party of such
dispute and through the resolution of such dispute in accordance with the applicable provisions of this Agreement.

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[***].

(c)

[***] the effective date of termination; provided, however, if the [***]. In any event, if [***] of this Agreement

13.4

Termination by Either Party for Insolvency. A Party shall have the right to terminate this Agreement upon written notice
if the other Party incurs an Insolvency Event; provided, however, in the case of any involuntary bankruptcy proceeding, such right to terminate shall
only become effective if the Party that incurs the Insolvency Event consents to the involuntary bankruptcy or if such proceeding is not dismissed or
stayed  within  [***]  after  the  filing  thereof.  “Insolvency  Event”  means  circumstances  under  which  a  Party  (a)  has  a  receiver  or  similar  officer
appointed over all or a material part of its assets or business; (b) passes a resolution for winding-up of all or a material part of its assets or business
(other than a winding-up for the purpose of, or in connection with, any solvent amalgamation or reconstruction) or a court enters an order to that
effect; (c) has entered against it an order for relief recognizing it as a debtor under any insolvency or bankruptcy laws (or any equivalent order in
any jurisdiction); or (d) enters into any composition or arrangement with its creditors with respect to all or a material part of its assets or business
(other than relating to a solvent restructuring).

13.5

Termination  for  Patent  Challenge.    Schrödinger  shall  have  the  right  to  terminate  this  Agreement  with  respect  to  a
Collaboration Target upon written notice to BMS in the event that BMS, its Sublicensees or any of its or their Affiliates commences or actively and
voluntarily  participates  in  any  action  or  proceeding,  or  otherwise  asserts  any  claim,  challenging  in  a  legal  or  administrative  proceeding  the
patentability, enforceability or validity of any Schrödinger Patent Right or Product Specific Patent that Covers a Licensed Compound or Licensed
Product for such Collaboration Target (except (a) as required under a court order or subpoena, (b) as a defense against a claim, action or proceeding
asserted by or on behalf of Schrödinger (or any of its Affiliates or Sublicensees) against BMS, its Sublicensees or any of its or their Affiliates, or
otherwise  in  connection  with  an  assertion  of  a  cross-claim  or  a  counterclaim,  or  (c)  any  involvement  in  any  interference  proceeding  or  other
adversarial proceeding similar to an interference, including as instituted by the U.S. Patent & Trademark Office or other agency or tribunal in any
jurisdiction between the Schrödinger Patent Right or Product Specific Patent and any inventions claimed in Patents owned, licensed or controlled by
BMS that was not pursuant to suggestion of interference by BMS or its Affiliates) (a “Schrödinger Patent Challenge”); provided that Schrödinger
shall not have the right to terminate this Agreement under this Section 13.5 for any such Schrödinger Patent Challenge if such Schrödinger Patent
Challenge is dismissed within [***] of Schrödinger’s notice to BMS under this Section 13.5 and not thereafter continued.  

13.6

Terminated  Targets.  With  respect  to  any  Designated  Target  for  which  this  Agreement  has  been  terminated  (a)  such
Designated Target shall no longer be considered a Collaboration Target for all purposes of this Agreement and shall become a Terminated Target, (b)
each  Party’s  rights  and  obligations  under  this  Agreement  with  respect  to  the  research,  Development,  Manufacture,  Commercialization  or  other
Exploitation of such Terminated Target(s) shall automatically cease as of the effective date of termination and (c) Schrödinger and its Affiliates will
be free to, alone or for or with any Third Party, research, develop, Manufacture or commercialize any compound, product or companion diagnostic
for such Terminated Target. For clarity, if this Agreement is terminated in its entirety all Designated Targets shall be Terminated Targets.

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13.7

Effects of Termination of this Agreement.

(a)

In  General.  Upon  termination  of  this  Agreement  in  its  entirety  or  with  respect  to  one  or  more  Collaboration
Target(s) by a Party pursuant to Section 13.2 through Section 13.5, the following terms will apply to this Agreement, either in its entirety or with
respect to Collaboration Target(s) that are the subject of such termination, as the case may be, and except as the application of such Sections may be
limited as provided in a given subsection of this Section 13.7, and except as provided in the Definitive Degrader Agreement:

(i)

Except in the case of Schrödinger for any Confidential Information of BMS that is Reversion IP, within
[***] after the effective date of termination with respect to a Collaboration Target, each Party shall destroy all tangible items comprising, bearing or
containing  any  Confidential  Information  of  the  other  Party  that  are  in  its  or  its  Affiliates’  Control  that  is  solely  related  to  such  terminated
Collaboration Target; provided, that such Party may retain one copy of such Confidential Information for its legal archives, and provided further that
such Party shall not be required to destroy electronic files containing Confidential Information that are made in the ordinary course of its business
information back-up procedures pursuant to its electronic record retention and destruction practices that apply to its own general electronic files and
information.

effective date of such termination;

(ii)

[***], Schrödinger shall remain entitled to receive all payments that accrued but were unpaid before the

be dissolved as of the effective date of such termination; and

(iii)

If this Agreement is terminated in its entirety, the JSC (and all Working Groups and committees) will

(iv)

Certain provisions herein will survive termination, in accordance with Section 13.12.

13.8

Effects of Termination of the Agreement by BMS under Section 13.2(a) or by Schrödinger under Section 13.3, Section
13.4,  or  Section  13.5.  Upon  termination  of  this  Agreement  by  BMS  under  Section  13.2  or  by  Schrödinger  under  Section  13.3,  Section  13.4,  or
Section  13.5  with  respect  to  one  or  more  Collaboration  Targets,  the  following  shall  apply  with  respect  to  DC  Candidates  (“Reversion
Compounds”) and Licensed Collaboration Products containing DC Candidates (“Reversion Products”) for such Terminated Target(s) (in addition
to any other rights and obligations under this Agreement with respect to such termination).

(a)

Obligations.  The  licenses  granted  to  BMS  in  Section  7.1(a)  with  respect  to  the  Terminated  Target(s)  shall
terminate with respect to all Licensed Compounds and Licensed Products for the Terminated Target(s) for which the termination becomes effective.
Subject to patient and other ethical considerations, BMS shall wind-down any ongoing Clinical Trials for any Reversion Compounds or Reversion
Products for the Terminated Target(s) in accordance with Applicable Law, at BMS’ cost.

Licenses.  With  respect  to  each  Terminated  Target,  BMS  shall  grant,  and  hereby  grants,  to  Schrödinger  for  any
Reversion  Compound  that  is  [***]  (each,  a  “Termination  Compound”  and  a  “Termination  Product”,  respectively):  (A)  an  exclusive,
sublicensable (through multiple tiers of sublicensees) license to research, develop, manufacture, have

(b)

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manufactured,  use,  sell,  offer  for  sale,  export  and  import  (including  the  exclusive  right  to  develop,  have  developed,  commercialize  and  have
commercialized)  such  Termination  Compounds  or  Termination  Products,  and  (B)  a  non-exclusive,  sublicensable  (through  multiple  tiers  of
sublicensees) license, to research, develop, manufacture, have manufactured, use, sell, offer for sale, export and import (including the exclusive right
to develop, have clinically developed, commercialize and have commercialized) such Termination Compounds or Termination Products, under all of
BMS’ or its Affiliates’ right, title and interest in and to, [***] (collectively, the “Reversion IP”); provided, that in consideration for such license, on
a Termination Product-by-Termination Product basis, the Parties shall negotiate in good faith, and Schrödinger shall pay BMS, a reasonable royalty
on net sales of all Termination Products until, on a Termination Product-by-Termination Product and country-by-country basis for a royalty term to
be negotiated in good faith by the Parties, but consistent with the Royalty Term as defined in this Agreement.  If the Parties are unable to agree on
the reasonable royalty rate or term under this Section 13.8(b), either Party may submit such dispute to arbitration for resolution in accordance with
the provisions in Section 16.2 as a Royalty Rate Matter. With respect to any Termination Product that is a Combination Product that includes as its
only other active ingredient(s) one or more generic compound(s) (x) that are Controlled by BMS or its Affiliates as to which either BMS or any of
its Affiliates has any Information or Patent rights or other intellectual property or other proprietary rights and (y) are not subject to any rights or
obligations  of  any  Third  Party,  then,  upon  Schrödinger’s  request,  the  Parties  shall  meet  in  good  faith  to  discuss  whether  and  how  any  such
Termination  Product  should  be  exploited  following  the  effect  date  of  termination,  including  an  appropriate  allocation  of  responsibilities  and
economics and other terms and conditions with respect to such other active ingredient. [***].

(c)

Regulatory  Materials.  Upon  Schrödinger’s  written  request,  BMS  shall  (i)  provide  Schrödinger  with  copies  of
material  existing  preclinical  and  clinical  data  and  all  regulatory  applications,  submissions,  dossiers,  notifications,  registrations,  Regulatory
Approvals or other filings or communications made to or with, or other approvals (including INDs, MAAs and NDAs) granted by, a Regulatory
Authority that are necessary to clinically develop, Manufacture or commercialize a Termination Compound or Termination Product in the Territory
(“Termination  Product  Regulatory  Materials”)  that  are  held  or  Controlled  by  or  under  authority  of  BMS,  its  Sublicensees  and  its  or  their
Affiliates, that are necessary for the Development, Manufacture or Commercialization of such Termination Compounds or Termination Products in
the Territory, (ii) and hereby does, and will cause its Affiliates to, effective as of the effective date of termination, assign to Schrödinger all of its
rights,  title  and  interests  in  and  to  all  Termination  Product  Regulatory  Materials,  to  the  extent  allowed  under  Applicable  Law,  (iii)  to  the  extent
permitted  by  Applicable  Law,  use  commercially  reasonable  efforts  to  transfer  to  Schrödinger  any  Regulatory  Approval  that  is  solely  for  any
Termination  Compound  or  Termination  Product,  including  submitting  to  each  applicable  regulatory  authority  a  letter  or  other  necessary
documentation (with a copy to Schrödinger) notifying such regulatory authority of the transfer of each Regulatory Approval and (iv) and hereby
does, grant to Schrödinger a right of reference to such Termination Product Regulatory Materials with respect to such Termination Compound and
Termination Product. The Parties shall discuss and establish appropriate arrangements with respect to safety data exchange.

Termination Compounds or Termination Products to

(d)

Materials. Upon Schrödinger’s written request, BMS shall transfer all existing and available clinical material for

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Schrödinger at  BMS’  fully burdened  Manufacturing  cost.  If  a  Termination  Compound  or  Termination  Product  is  marketed  in  any  country  of  the
Territory on the date of the notice of termination of this Agreement, upon the request of Schrödinger, BMS shall transfer all existing and available
amount of such Termination Compound or Termination Product to Schrödinger at BMS’ fully burdened Manufacturing cost.

(e)

Trademarks. BMS will promptly transfer and assign to Schrödinger all of BMS’ and its Affiliates’ rights, title and
interests  in  and  to  trademarks  owned  or  in-licensed  by  BMS  or  its  Affiliates  solely  used  to  identify  the  Termination  Compounds  or  Termination
Products (but not any house marks, or logos or any trademark of BMS or its Affiliates, containing the words “BMS” or “Bristol-Myers Squibb” or
any such Affiliate) owned by BMS and used for the Termination Compounds or Termination Products in the Field.

(f)

Third Party Agreements. If Schrödinger so requests, and to the extent permitted under BMS’ obligations to Third
Parties  on  the  effective  date  of  termination,  BMS  will  transfer  to  Schrödinger  any  Third  Party  agreements  relating  solely  to  the  research,
development,  Manufacture,  commercialization  or  other  Exploitation  of  the  Termination  Compounds  or  Termination  Products  to  which  BMS  is  a
party, subject to any required consents of such Third Party, which BMS will use commercially reasonable efforts to obtain promptly; provided that
BMS shall not be obligated to make any payment to secure such consent.

(g)

Separate Agreement. If requested by Schrödinger in writing within [***] after the termination of this Agreement
with respect to a Designated Target, the Parties shall use good faith efforts to memorialize the foregoing with respect to such Designated Target in a
separate document; provided that, unless expressly agreed by the Parties, in their sole and absolute discretion, no such agreement shall expand or
limit the rights and obligations under this Section 13.8.

13.9

Additional Remedies of BMS in Lieu of Termination of Agreement by BMS under Section 13.3(a) or Section 13.4.  In
the event that (a) BMS notifies Schrödinger in writing of a material breach of this Agreement by Schrödinger, either in its entirety or with respect to
a given Collaboration Target, and BMS would have the right to terminate this Agreement in its entirety or with respect to a given Collaboration
Target, as applicable pursuant to Section 13.3(a) at the end of the Cure Period or (b) BMS has the right to terminate this Agreement in its entirety
under Section 13.4, then in lieu of BMS terminating pursuant to Section 13.3(a) or Section 13.4, BMS shall have the right to elect, by providing
written  notice  to  Schrödinger,  (i)  to  have  this  Agreement  continue  in  full  force  and  effect  (in  its  entirety  or  with  respect  to  the  applicable
Collaboration Target, as applicable), provided that:

(a)
perpetual and irrevocable;

all rights and licenses granted to BMS under Sections 7.1 and 7.2 of this Agreement shall survive but shall become

BMS’ obligations to pay royalties and milestones under Sections 8.2 through 8.4 of this Agreement shall survive
such termination, provided that all such royalties and milestones shall be reduced to fifty percent (50%) of the amount that would otherwise have
been payable under this Agreement;

(b)

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(c)

Schrödinger shall remain entitled to receive payments that accrued before the effective date of such termination, as

adjusted pursuant to Section 13.8(b); and

(d)

[***].

13.10

Effects of Expiration of Agreement. Upon the expiration of the Royalty Term (i.e., in the case where there is no earlier
termination  pursuant  to  this  Article  13),  on  a  Licensed  Collaboration  Compound-by-Licensed  Collaboration  Compound  basis,  Licensed
Collaboration Product-by-Licensed Collaboration Product and country-by-country basis, the licenses granted to BMS under Section 7.1 with respect
to Schrödinger Technology and Product Specific Patents shall convert to a perpetual, fully paid-up, non-royalty-bearing license. Certain provisions
herein will survive expiration, in accordance with Section 13.12.

13.11

Other Remedies. Except as otherwise provided in this Article 13, expiration or earlier termination of this Agreement for
any reason shall not release either Party from any liability or obligation (including payments) that already has accrued prior to such expiration or
termination, nor affect the survival of any provision hereof to the extent it is expressly stated to survive such termination. Subject to and without
limiting the terms and conditions of this Agreement (including Section 15.4), expiration or termination of this Agreement shall not preclude any
Party  from  (a)  claiming  any  other  damages,  compensation  or  relief  that  it  may  be  entitled  to  upon  such  expiration  or  termination,  (b)  subject  to
Section 13.9, any right to receive any amounts accrued under this Agreement prior to the expiration or termination date but which are unpaid or
become payable thereafter and (c) any right to obtain performance of any obligation provided for in this Agreement which shall survive expiration
or termination.

13.12

Survival.  Termination  or  expiration  of  this  Agreement  in  its  entirety  or  with  respect  to  a  Collaboration  Target  shall  not
affect rights or obligations of the Parties under this Agreement that have accrued prior to the date of termination or expiration of this Agreement in
its entirety or with respect to such Collaboration Target. Notwithstanding anything to the contrary, the following provisions shall survive and apply
after  expiration  or  termination  of  this  Agreement:  Sections  3.11(c)  (with  respect  to  materials  transferred  before  such  termination  or  expiration),
7.1(b), 7.4, 7.5, 7.7, 9.1, 9.2 (with respect to Joint Patents), 9.4, 9.5 (solely with respect to Joint Patents), 9.8 (solely with respect to Schrödinger
Platform  Inventions),  9.9  (solely  with  respect  to  Joint  Patents),  10.2,  12.1-12.3  (inclusive,  for  the  applicable  time  period  set  forth  therein),  12.8,
13.6, 13.7, 13.11, 13.12, 14.3, 15.1-15.4 (inclusive) and Articles 1 (to the extent necessary to interpret other surviving sections), 8 (to the extent
payment obligations exist at the time of termination or expiration), 16, and 17; and

to Section 13.3(a) (BMS’ breach), Section 13.4 (BMS’ insolvency) or Section 13.5 (BMS’ patent challenge): 13.8; and

(a)

with respect to a termination by BMS pursuant to Section 13.2(a) (at will termination) or by Schrödinger pursuant

(b)

with respect to expiration (but not earlier termination) of this Agreement: Section 13.10.

All provisions not surviving in accordance with the foregoing shall terminate upon expiration or termination of this Agreement and be of

no further force and effect.

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14.

REPRESENTATIONS AND WARRANTIES

14.1

Mutual  Representations  and  Warranties.  Each  Party  hereby  represents,  warrants,  and  covenants  (as  applicable)  to  the

other Party as of the Effective Date as follows:

(a)

It  is  a  company  or  corporation  duly  organized,  validly  existing,  and  in  good  standing  under  the  laws  of  the
jurisdiction in which it is incorporated, and has full corporate power and authority and the legal right to own and operate its property and assets and
to carry on its business as it is now being conducted and as contemplated in this Agreement, including the right to grant the licenses granted by it
hereunder.

(b)

It  has  the  full  corporate  power  and  authority  and  the  legal  right  to  enter  into  this  Agreement  and  perform  its
obligations hereunder. It has taken all necessary corporate action on its part required to authorize the execution and delivery of this Agreement and
the performance of its obligations hereunder. This Agreement has been duly executed and delivered on behalf of such Party, and constitutes a legal,
valid, and binding obligation of such Party that is enforceable against it in accordance with its terms.

that would prevent it from granting the rights granted to the other Party under this Agreement or performing its obligations under this Agreement.

(c)

It is not a party to any agreement, outstanding order, judgment or decree of any court or Governmental Authority

In the course of the Development of Target Compounds to any Collaboration Target, such Party has not used prior
to the Effective Date and shall not use, during the Term, any employee, agent or independent contractor who has been debarred by any Regulatory
Authority, or, to such Party’s knowledge, is the subject of debarment proceedings by a Regulatory Authority.

(d)

conflict with the rights granted to the other Party hereunder.

(e)

It has not, and will not, after the Effective Date and during the Term, grant any right to any Third Party that would

14.2

Representations and Warranties and Covenants by Schrödinger. Schrödinger hereby represents and warrants as of the

Effective Date and, where denoted below, covenants to BMS as follows:

(a)

Schrödinger has sufficient legal or beneficial title, ownership or license rights under its Patents and Information to
grant the licenses and rights under such Patents and Information granted to BMS under this Agreement. The Schrödinger Technology existing as of
the Effective Date is free and clear from any Liens, and Schrödinger has sufficient legal or beneficial title, ownership or license thereunder to grant
the licenses to BMS as purported to be granted pursuant to this Agreement. As of the Effective Date, Schrödinger is the sole owner of all right, title
and interest in and to (free and clear from any Liens of any kind) the Product Specific Patents listed on Exhibit C and Schrödinger Patent Rights,
respectively  (the  “Existing  Patents”).  All  fees  required  to  maintain  the  Existing  Patent  rights  have  been  paid  to  date,  the  pending  applications
included in Existing Patents are being diligently prosecuted in the respective patent offices in the Territory in accordance with Applicable Law. The
Existing  Patents  constitute  all  Patents  Controlled  by  Schrödinger  as  of  the  Effective  Date  that  are  necessary  or  reasonably  useful  to  research,
Develop, make, have made, Manufacture, use, sell, offer for sale, import, export or

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Commercialize Licensed Collaboration Compounds or Licensed Collaboration Products (but for the license granted by Schrödinger to BMS under
Section 7.1).

Schrödinger  has  not  entered  into  any  agreements,  either  oral  or  written,  with  any  Third  Party  under  which
Schrödinger has obtained a license or sublicense of rights from a Third Party to any Licensed Collaboration Compound or Licensed Collaboration
Product that require a license or sublicense to BMS under this Agreement.  

(b)

(c)

(d)

Schrödinger has not [***].

To Schrödinger’s knowledge [***].

(e)

There  are  no  pending,  and,  to  Schrödinger’s  knowledge,  no  threatened,  (i)  actions,  suits  or  proceedings  against
Schrödinger  involving  the  Schrödinger  Technology  or  the  Product  Specific  Patents  as  it  relates  to  the  Research  Program,  or  any  Collaboration
Target,  Licensed  Collaboration  Compounds  or  Licensed  Collaboration  Products,  (ii)  inter  partes  reviews,  post-grant  reviews,  interferences,  re-
examinations or oppositions involving the Existing Patents that are in or before any patent authority (or other governmental authority performing
similar functions) or (iii) any inventorship challenges involving the Existing Patents that are in or before any patent or other governmental authority.

(f)

(g)

To Schrödinger’s knowledge, [***].

To  Schrödinger’s  knowledge,  the  claims  included  in  any  issued  Schrödinger  Patent  Rights  or  Product  Specific

Patents are valid and in full force and effect as of the Effective Date.

(h)

Schrödinger has not granted any license or any option for a license under, or any right, title or interest in or to, the
Schrödinger Technology or Product Specific Patents to any Third Party to Develop, Manufacture, Commercialize or otherwise Exploit any Target
Compound, including any Licensed Compound or a Licensed Product, that is for any Initial Collaboration Target or the Reserved Targets in any
country in the Territory. Schrödinger has not granted any Lien with respect to this Agreement or any of the Schrödinger Technology licensed by it to
BMS under this Agreement. Schrödinger has not granted (and Schrödinger covenants that during the Term it shall not grant) to any Third Party any
license, option or other right to enforce or obtain any patent term extension for any of the Product Specific Patents.

(i)

Schrödinger has disclosed in writing to BMS’ in-house patent counsel (i) all Schrödinger Patent Rights and Product
Specific Patents existing as of the Effective Date, and (ii) the jurisdiction(s) by or in which each such Schrödinger Patent Right and Product Specific
Patent has been issued or in which an application for such Schrödinger Patent Right or Product Specific Patent has been filed, together with the
respective patent or application numbers and all fees paid or payable in connection with the foregoing.

No person, other than former or current employees or consultants of Schrödinger who are obligated in writing to
assign his/her inventions to Schrödinger, is an inventor of any of the inventions claimed in the Schrödinger Patent Rights or Product Specific Patents
filed or issued as of the Effective Date. All inventors of any inventions included within the Schrödinger

(j)

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Technology that exist as of the Effective Date have assigned or have a contractual obligation to assign or license their entire right, title and interest
in  and  to  such  inventions  and  the  corresponding  Patent  rights  to  Schrödinger.  To  Schrödinger’s  knowledge,  no  present  or  former  employee  or
consultant of Schrödinger  owns  or  has  any  proprietary,  financial  or  other  interest,  direct  or  indirect,  in  the  Schrödinger Patent  Rights  or  Product
Specific Patents. To Schrödinger’s knowledge, there are no claims that have been asserted in writing challenging the inventorship of the Schrödinger
Patent Rights or Product Specific Patents.

(k)

There is no Information or Patent owned by or otherwise in the possession or control of Schrödinger or any of its
Affiliates as of the Effective Date that specifically relates to a Licensed Collaboration Compound or a Licensed Collaboration Product that is not
within  the  Schrödinger  Know-How,  Schrödinger  Patent  Rights  or  Product  Specific  Patents.    Neither  Schrödinger  nor  any  of  its  Affiliates  has
previously entered into any agreement, whether written or oral, with respect to or otherwise assigned, transferred, licensed, conveyed or otherwise
encumbered its right, title or interest in or to any Patent or other intellectual property or proprietary right or Information that would be Schrödinger
Patent Rights, Product Specific Patents or Schrödinger Know-How but for such assignment, transfer, license, conveyance or encumbrance.

(l)

The inventions claimed by the Existing Patents and any other intellectual property necessary for the Development,
Manufacture or Commercialization of any Licensed Collaboration Compound or Licensed Collaboration Product were not conceived, reduced to
practice, discovered, developed or otherwise made in connection with any research activities funded, in whole or in part, by any grants, funds, and
other  money  received  from  any  Governmental  Authority,  and  no  Governmental  Authority  or  academic  institution  has  any  right  to,  ownership  of
(including any “step-in” or “march-in” rights with respect to), or right to royalties for, or to impose any restriction on the assignment, transfer, grant
of licenses or other disposal of the Existing Patents or the Schrödinger Know-How, or to impose any requirement or restriction on the Exploitation
of any Licensed Collaboration Compound or Licensed Collaboration Product as contemplated herein.

(m)

(n)

To Schrödinger’s knowledge, [***].

[***].

14.3

No  Other  Representations  or  Warranties.  EXCEPT  AS  EXPRESSLY  STATED  IN  THIS  ARTICLE  14  OR  SECTION
[***], NO REPRESENTATIONS OR WARRANTIES WHATSOEVER, WHETHER EXPRESS OR IMPLIED, INCLUDING WARRANTIES OF
MERCHANTABILITY,  FITNESS  FOR  A  PARTICULAR  PURPOSE,  NON-INFRINGEMENT,  OR  NON-MISAPPROPRIATION  OF  THIRD
PARTY INTELLECTUAL PROPERTY RIGHTS, OR THAT ANY OF THE DEVELOPMENT OR COMMERCIALIZATION EFFORTS WITH
REGARD  TO  ANY  COMPOUND  OR  PRODUCT  WILL  BE  SUCCESSFUL,  IS  MADE  OR  GIVEN  BY  OR  ON  BEHALF  OF  A  PARTY.
EXCEPT  AS  EXPRESSLY  STATED  IN  THIS  AGREEMENT,  ALL  REPRESENTATIONS  AND  WARRANTIES,  WHETHER  ARISING  BY
OPERATION OF LAW OR OTHERWISE, ARE HEREBY EXPRESSLY EXCLUDED.

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15.

INDEMNIFICATION AND LIMITATION OF LIABILITY

15.1

Indemnification  by  Schrödinger  for  Third  Party  Claims.  Schrödinger  shall  defend,  indemnify,  and  hold  BMS,  its
Affiliates, and its and their respective officers, directors, employees, and agents (collectively, the “BMS Indemnitees”) harmless from and against
any and all damages, losses, liabilities, or other amounts payable to a Third Party, as well as any reasonable attorneys’ fees and costs of litigation
incurred by such BMS Indemnitees, all to the extent arising out of or resulting from any claims, suits, proceedings or causes of action brought by
such Third Party (collectively, “BMS Claims”) against such BMS Indemnitee that arise out of or result from: (a) a breach of any of Schrödinger’s
representations,  warranties,  covenants  and  obligations  under  this  Agreement;  (b)  the  gross  negligence,  recklessness  or  willful  misconduct  of  any
Schrödinger  Indemnitees  in  connection  with  this  Agreement;  or  (c)  the  research,  Development,  Manufacture  or  Commercialization  of  Licensed
Collaboration  Compounds  or  Licensed  Collaboration  Products  with  respect  to  a  Collaboration  Target  or  any  Reversion  Compound  or  Reversion
Product with respect to a Terminated Target by or on behalf of Schrödinger or its Affiliates before the Effective Date or during or after the Term.
The  foregoing  indemnity  obligation  shall  not  apply  to  the  extent  that  any  BMS  Claim  arises  out  of  or  results  from  the  negligence  of  any  BMS
Indemnitee, or is subject to indemnity pursuant to Section 15.2(b) or Section 15.2(c).

15.2

Indemnification by BMS for Third Party Claims. BMS shall defend, indemnify, and hold Schrödinger, its Affiliates, and
its and their respective officers, directors, employees, and agents (collectively, the “Schrödinger Indemnitees”) harmless from and against any and
all damages, losses, liabilities,  or other amounts payable to a Third Party, as well as any reasonable attorneys’ fees and costs of litigation incurred
by such Schrödinger Indemnitees, all to the extent arising out of or resulting from any claims, suits, proceedings or causes of action brought by such
Third Party (collectively, “Schrödinger Claims”) against such Schrödinger Indemnitee that arise out of or result from: (a) the clinical Development,
Manufacture,  use,  sale,  offer  for  sale,  exportation  and  importation,  Commercialization,  and  other  Exploitation  of  any  Licensed  Collaboration
Compounds or Licensed Collaboration Products with respect to a Collaboration Target by or on behalf of BMS or its Sublicensees and its and their
Affiliates during the Term for such Collaboration Target; (b) a breach of any of BMS’ representations, warranties, covenants and obligations under
this Agreement; or (c) the gross negligence, recklessness or willful misconduct of any BMS Indemnitees in connection with this Agreement. The
foregoing  indemnity  obligation  shall  not  apply  to  the  extent  that  any  Schrödinger  Claim  arises  out  of  or  results  from  the  negligence  of  any
Schrödinger Indemnitee, or is subject to indemnity pursuant to Section 15.1(a) or Section 15.1(b).

15.3

Indemnification  Procedures.  The  Party  claiming  indemnity  under  this  Article  15  (the  “Indemnified  Party”)  shall  give
written notice to the Party from whom indemnity is being sought (the “Indemnifying Party”) promptly after learning of the claim, suit, proceeding
or  cause  of  action  for  which  indemnity  is  being  sought  (“Claim”)  (it  being  understood  and  agreed,  however,  that  the  failure  or  delay  by  an
Indemnified Party to give such notice of a Claim shall not affect the indemnification provided hereunder except to the extent the Indemnifying Party
shall have been prejudiced as a result of such failure or delay to give such notice), and, provided that the Indemnifying Party is not contesting the
indemnity obligation, shall permit the Indemnifying Party to control and assume the defense of any litigation relating to such claim and disposition
of any such Claim unless the Indemnifying Party is also a party (or likely to be named a party) to the

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proceeding in which such claim is made and the Indemnified Party gives notice to the Indemnifying Party that it may have defenses to such claim or
proceeding that are in conflict with the interests of the Indemnifying Party, in which case the Indemnifying Party shall not be so entitled to assume
the defense of the case. If the Indemnifying Party does assume the defense of any Claim, it (a) shall act diligently and in good faith with respect to
all  matters  relating  to  the  settlement  or  disposition  of  any  Claim  as  the  settlement  or  disposition  relates  to  Parties  being  indemnified  under  this
Article  15,  (b)  shall  cause  such  defense  to  be  conducted  by  counsel  reasonably  acceptable  to  the  Indemnified  Party  and  (c)  shall  not  settle  or
otherwise  resolve  any  Claim  without  prior  notice  to  the  Indemnified  Party  and  the  consent  of  the  Indemnified  Party  if  such  settlement  involves
anything other than the payment of money by the Indemnifying Party (including, for example, any settlement admitting fault or wrongdoing of the
Indemnified  Party,  or  consenting  to  any  injunctive  relief).  The  Indemnified  Party  shall  reasonably  cooperate  with  the  Indemnifying  Party  in  its
defense of any claim for which the Indemnifying Party has assumed the defense in accordance with this Section 15.3, and shall have the right, at its
own  cost  and  expense,  to  be  present  in  person  or  through  counsel  at  all  legal  proceedings  giving  rise  to  the  right  of  indemnification;  provided,
however,  that,  the  Indemnifying  Party  shall  pay  such  costs  and  expenses  of  the  Indemnified  Party  if  (x)  the  employment  thereof  has  been
specifically authorized in writing by the Indemnifying Party, (y) the Indemnifying Party has failed to assume the defense and employ counsel and
the  Indemnified  Party  controls  the  defense  in  accordance  with  this  Section  15.3  or  (c)  the  Indemnifying  Party  and  the  Indemnified  Party  have
conflicting  interests  with  respect  to  such  Claim  such  that  the  representation  by  the  same  counsel  of  both  Parties  and  any  respective  Indemnified
Parties is prohibited under Applicable Law, ethical rules or equitable principles. So long as the Indemnifying Party is diligently defending the Claim
in good faith, the Indemnified Party shall not settle any such Claim without the prior written consent of the Indemnifying Party. If the Indemnifying
Party does not assume and conduct the defense of the Claim as provided above, (i) the Indemnified Party may defend against, and consent to the
entry of any judgment or enter into any settlement with respect to the Claim in any manner the Indemnified Party may deem reasonably appropriate
(and  the  Indemnified  Party  need  not  consult  with,  or  obtain  any  consent  from,  the  Indemnifying  Party  in  connection  therewith),  and  (ii)  the
Indemnifying Party will remain responsible to indemnify the Indemnified Party as provided in this Article 15.

15.4

Limitation  of  Liability.  EXCEPT  FOR  (A)  INDIRECT,  INCIDENTAL,  SPECIAL,  PUNITIVE,  EXEMPLARY  OR
CONSEQUENTIAL  DAMAGES  PAID  OR  PAYABLE  TO  A  THIRD  PARTY  BY  AN  INDEMNIFIED  PARTY  FOR  WHICH  THE
INDEMNIFIED PARTY IS ENTITLED TO INDEMNIFICATION PURSUANT TO SECTION 15.1 OR 15.2 HEREUNDER, (B) A BREACH OF
ARTICLE 11, (C) ANY BREACH OF SECTION 12.1 BY A PARTY OR ITS AFFILIATES OR ITS OR THEIR SUBLICENSEES AND THEIR
AFFILIATES OR (D) DAMAGES THAT ARE DUE TO THE GROSS NEGLIGENCE OR WILLFUL MISCONDUCT OF THE LIABLE PARTY
IN  CONNECTION  WITH  THIS  AGREEMENT,  IN  NO  EVENT  SHALL  EITHER  PARTY,  ITS  DIRECTORS,  OFFICERS,  EMPLOYEES,
AGENTS OR AFFILIATES BE LIABLE TO THE OTHER PARTY FOR ANY INDIRECT, INCIDENTAL, SPECIAL, PUNITIVE, EXEMPLARY
OR  CONSEQUENTIAL  DAMAGES,  WHETHER  BASED  UPON  A  CLAIM  OR  ACTION  OF  CONTRACT,  WARRANTY,  NEGLIGENCE,
STRICT LIABILITY OR OTHER TORT, OR OTHERWISE, ARISING OUT OF THIS AGREEMENT, IRRESPECTIVE OF WHETHER THAT
PARTY OR

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ANY REPRESENTATIVE OF THAT PARTY HAS BEEN ADVISED OF, OR OTHERWISE MIGHT HAVE ANTICIPATED THE POSSIBILITY
OF, ANY SUCH LOSS OR DAMAGE.

15.5

Insurance.  BMS  shall  maintain  a  program  of  self-insurance  sufficient  to  fulfill  its  obligations  under  this  Agreement  and
Schrödinger shall procure and maintain insurance, including product liability insurance, with respect to its Research Program activities and other
obligations to be performed hereunder and which are consistent with normal business practices of prudent companies similarly situated to such Party
at all times during which any Licensed Product is being clinically tested in human subjects or commercially distributed or sold. It is understood that
such insurance shall not be construed to create a limit of either Party’s liability with respect to its indemnification obligations under this Article 15.
BMS  shall  provide  Schrödinger  with  written  evidence  of  such  insurance  upon  request,  which  evidence  shall  be  treated  as  BMS  Confidential
Information.  BMS  shall  provide  Schrödinger  with  written  notice  at  least  [***]  prior  to  the  cancellation,  non-renewal  or  material  change  in  such
insurance.

16.

DISPUTE RESOLUTION

16.1

Disputes; Resolution by Executive Officers. The Parties recognize that disputes as to certain matters may from time to time
arise during the Term that relate to decisions to be made by the Parties herein or to the Parties’ respective rights or obligations hereunder. It is the
desire of the Parties to establish procedures to facilitate the resolution of disputes arising under this Agreement in an expedient manner by mutual
cooperation and without resort to arbitration or litigation. To accomplish this objective, the Parties agree to follow the procedures set forth in this
Article 16 if and when a dispute arises under this Agreement, subject to Section 16.7.

Accordingly, other than a matter (a) within the final decision making authority of BMS or otherwise to be escalated to the Executive
Officers as set forth in Section 2.1(e) or (b) directly to the R&D Expert as set forth in Section 3.5(a) or Section 3.6(c) (such disputes in clause (b),
“R&D Expert Matters”), any disputes, controversies or differences which may arise between the Parties out of or in relation to or in connection
with  this  Agreement  shall  be  promptly  presented  to  the  Alliance  Managers  for  resolution.  If  the  Alliance  Managers  are  unable  to  resolve  such
dispute within [***] after a matter has been presented to them, then upon the request of either Party by written notice, the Parties agree to meet and
discuss in good faith a possible resolution thereof, which good faith efforts shall include at least [***] between the Executive Officers of each Party
within [***] after receipt by the other Party of such written notice. If the matter is not resolved within [***] following presentation to the Executive
Officers, then:

Section 16.2; or

(a)

(b)

if such dispute, controversy or difference involves an Arbitrable Matter, either Party may invoke the provisions of

if such dispute, controversy or difference involves a Litigable Matter, either Party may pursue such remedies as it

may deem necessary or appropriate; or

Section 16.2(d); or

of Section 16.3.

(c)

(d)

if such dispute, controversy or difference involves a Royalty Rate Matter, either Party may invoke the provisions of

if such dispute, controversy or difference involves an R&D Expert Matter, either Party may invoke the provisions

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16.2

Arbitration. Any Arbitrable Matter that is not resolved pursuant to Section 16.1, shall be settled by binding arbitration to be

conducted as set forth below in this Section 16.2.

(a)

Either Party, following the end of the [***] period referenced in Section 16.1, may refer such issue to arbitration by
submitting a written notice of such request to the other Party. In any proceeding under this Section 16.2, there shall be three (3) arbitrators. Within
[***] after delivery of such notice, each Party will nominate one arbitrator in accordance with the then current rules of the AAA. The two arbitrators
so nominated will nominate a third arbitrator to serve as chair of the arbitration tribunal, such nomination to be made within [***] after the selection
of the second arbitrator. The arbitrators shall be neutral and independent of both Parties and all of their respective Affiliates, shall have significant
experience  and  expertise  in  licensing  and  partnering  agreements  in  the  pharmaceutical  and  biotechnology  industries,  shall  have  appropriate
experience  with  respect  to  the  matter(s)  to  be  arbitrated,  and  shall  have  some  experience  in  mediating  or  arbitrating  issues  relating  to  such
agreements. In the case of any dispute involving an alleged failure to use Commercially Reasonable Efforts, each arbitrator shall in addition be an
individual  with  experience  and  expertise  in  the  worldwide  development  and  commercialization  of  pharmaceuticals  and  the  business,  legal  and
scientific  considerations  related  thereto.  In  the  case  of  a  dispute  involving  a  scientific  or  accounting  matter  or  determination,  an  Expert  having
applicable expertise and experience will be selected by the Parties to assist the arbitrators in such scientific or accounting matter or determination
(and the arbitrators will select such Expert if the Parties cannot agree on such Expert within [***] following the selection of the arbitrators). The
governing law in Section 17.10 shall govern such proceedings. No individual will be appointed to arbitrate a dispute pursuant to this Agreement
unless he or she agrees in writing to be bound by the provisions of this Section 16.2. The place of arbitration will be New York, New York, unless
otherwise agreed to by the Parties, and the arbitration shall be conducted in English.

(b)

The arbitrators shall set a date for a hearing that shall be held no later than [***] following the appointment of the
last  of  such  three  arbitrators.  The  Parties  shall  have  the  right  to  be  represented  by  counsel.  Except  as  provided  herein,  the  arbitration  shall  be
governed by the commercial arbitration rules of the AAA (the “Commercial Arbitration Rules”) applicable at the time of the notice of arbitration
pursuant to Section 16.2(a), including the right of each Party to undertake document requests and up to [***] depositions.

(c)

The  arbitrators  shall  use  their  best  efforts  to  rule  on  each  disputed  issue  within  [***]  after  completion  of  the
hearing described in Section 16.2(b). The determination of the arbitrators as to the resolution of any dispute shall be binding and conclusive upon
the  Parties,  absent  manifest  error.  All  rulings  of  the  arbitrators  shall  be  in  writing  and  shall  be  delivered  to  the  Parties  as  soon  as  is  reasonably
possible. Nothing contained herein shall be construed to permit the arbitrators to award punitive, exemplary or any similar damages. The arbitrators
shall render a “reasoned decision” within the meaning of the Commercial Arbitration Rules which shall include findings of fact and conclusions of
law. Any arbitration award may be entered in and enforced by a court in accordance with Section 16.4 and Section 16.10.

16.2(d):

(d)

Any Royalty Rate Matter shall be settled by binding arbitration to be conducted as set forth below in this Section

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(i)

within  [***]  after  the  effective  date  of  the  applicable  termination,  then  upon  either  Party’s  written
request made within [***] after the expiration of such [***] period, each Party shall provide the other Party in writing with such Party’s last best
offer for the royalty rate payable with respect to Termination Products pursuant to Section 13.8(b) (a “Final Offer”) within [***] after such Party’s
request.  Either Party shall have the right, upon written notice to the other Party (a “Valuation Notice”), to engage one (1) independent, impartial
and neutral Third Party valuation expert (a “Valuation Expert”) to elect to determine a commercially reasonable royalty rate.  The Valuation Expert
shall be mutually agreed to by the Parties; provided that if the Parties are unable to agree on one (1) Valuation Expert within [***] after a Party
provides  the  other  Party  the  Valuation  Notice,  then  each  Party  shall  select  one  (1)  Third  Party  Valuation  Expert  and  those  two  (2)  Third  Party
Valuation  Experts  will  select  the  one  (1)  Valuation  Expert  within  [***]  thereafter,  which  one  (1)  Valuation  Expert  selected  shall  determine  a
commercially  reasonable  royalty  rate;  provided  further  that  such  selected  Valuation  Expert  shall  not  be  a  current  or  former  employee,  officer,
director, consultant or subcontractor of either Party or any of its Affiliates (or have been within the previous [***]). The Parties shall use their best
efforts to cause the one (1) Valuation Expert to be selected and retained within [***] after a Party provides the other Party the Valuation Notice.  

(ii)

Each  Party  shall  submit  to  the  Valuation  Expert  and  the  other  Party  (A)  the  Final  Offer  such  Party
provided to the other Party pursuant to Section 16.2(d)(i) and such information concerning such Party’s requested royalty rate as such Party may
deem appropriate, including any supporting information with respect to such Final Offer, within [***] after the retention of the Valuation Expert and
(B)  such  other  information  as  may  be  requested  by  the  Valuation  Expert  within  [***]  after  such  request.   Any  such  information  provided  to  the
Valuation  Expert  by  a  Party  shall  be  simultaneously  provided  to  the  other  Party.  The  Valuation  Expert  shall  determine  the  most  commercially
reasonable royalty rate within [***] after its retention by selecting one (1) or the other of the two (2) Final Offers submitted by the Parties, which
determination shall be final and binding on the Parties and not subject to appeal of any kind, except in the case of fraud, willful misconduct or gross
negligence  or  manifest  error.   The  Valuation  Expert  shall  promptly  notify  the  Parties  of  such  determined  royalty  rate  in  writing,  upon  receipt  of
which this Agreement shall be deemed to automatically incorporate such determined royalty rate.

16.3

R&D Expert Matters. Any R&D Expert Matter shall be resolved by binding expedited arbitration by an R&D Expert as

follows:

(a)

The Parties will discuss in good faith and agree on one (1) R&D Expert to resolve such disputed matter; provided
that if the Parties are unable to agree on one (1) R&D Expert within [***] after a Party provides the other Party with notice of a dispute, then each
Party shall select one (1) R&D Expert and those two (2) R&D Experts will select the one (1) R&D Expert within [***] thereafter, which one (1)
R&D Expert selected shall be the R&D Expert for the R&D Expert Matter.

Each Party will prepare and submit a written summary of such Party’s position with respect to such disputed matter
and any relevant evidence in support thereof to the R&D Expert within [***] of selection of the R&D Expert. Such R&D Expert will be responsible
for setting reasonable procedural limitations for the Parties’ submissions (e.g., length, format, style).

(b)

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(c)

Upon receipt of such summaries and evidence from both Parties, the R&D Expert will provide copies of the same
to the other Party and each Party shall have a period of [***] after receipt of such summary and evidence to provide to the R&D Expert and the
other Party a written response with respect thereto. The R&D Expert will make a final decision with respect to such disputed matter within [***]
following the earlier of (a) expiration of such [***] response period and (b) receipt of such written responses from both Parties. The R&D Expert
will provide the Parties with a written statement briefly setting forth his/her decision and the basis of such decision.

except in the case of fraud, willful misconduct or gross negligence or manifest error.

(d)

The decision by the R&D Expert will be final and binding on the Parties and not subject to appeal of any kind,

16.4

Award.  Any  award  to  be  paid  by  one  Party  to  the  other  Party  as  determined  by  the  arbitrators  as  set  forth  above  under
Section 16.2 shall be promptly paid in Dollars free of any tax, deduction or offset; and any costs, fees or taxes incident to enforcing the award shall,
to the maximum extent permitted by law, be charged against the Party resisting enforcement. Each Party agrees to abide by the award rendered in
any arbitration conducted pursuant to this Article 16, and agrees that, subject to the Federal Arbitration Act, judgment may be entered upon the final
award in a court of competent jurisdiction and that other courts may award full faith and credit to such judgment in order to enforce such award.
With  respect  to  money  damages,  nothing  contained  herein  shall  be  construed  to  permit  the  arbitrators  or  any  court  or  any  other  forum  to  award
punitive  or  exemplary  damages.  By  entering  into  this  agreement  to  arbitrate,  the  Parties  expressly  waive  any  claim  for  punitive  or  exemplary
damages. The only damages recoverable under this Agreement are compensatory damages.

16.5

Costs.  Each  Party  shall  bear  its  own  legal  fees  in  connection  with  any  arbitration  procedure.  The  arbitrators  may  in  their

discretion assess the arbitrators’ cost, fees and expenses (and those any Expert hired by the arbitrators) against the Party losing the arbitration.

16.6

WAIVER  OF  JURY  TRIAL.  EXCEPT  AS  LIMITED  BY  APPLICABLE  LAW,  EACH  PARTY  HERETO  HEREBY
IRREVOCABLY WAIVES ALL RIGHT TO TRIAL BY JURY IN ANY ACTION, PROCEEDING OR COUNTERCLAIM (WHETHER BASED
IN CONTRACT, TORT OR OTHERWISE) ARISING OUT OF OR RELATING TO THIS AGREEMENT OR THE ACTIONS OF ANY PARTY
HERETO IN THE NEGOTIATION, ADMINISTRATION, PERFORMANCE AND ENFORCEMENT HEREOF.

16.7

Injunctive Relief. Nothing in this Article 16 will preclude either Party from seeking equitable relief or interim or provisional
relief  from  a  court  of  competent  jurisdiction,  including  a  temporary  restraining  order,  preliminary  injunction  or  other  interim  equitable  relief,
concerning a dispute either prior to or during any arbitration if necessary to protect the interests of such Party or to preserve the status quo pending
the arbitration proceeding. For the avoidance of doubt, nothing in this Section 16.7 shall otherwise limit a breaching Party’s opportunity to cure a
material breach as permitted in accordance with Section 13.3 or Section 13.4. No remedy referred to in this Agreement is intended to be exclusive,
but each shall be cumulative and in addition to any other remedy referred to in this Agreement or otherwise available under Applicable Law.

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16.8

Confidentiality. The arbitration proceeding shall be confidential and the arbitrators shall issue appropriate protective orders
to safeguard each Party’s Confidential Information. Except as required by Applicable Law, no Party shall make (or instruct the arbitrators to make)
any  public  announcement  with  respect  to  the  proceedings  or  decision  of  the  arbitrators  without  prior  written  consent  of  the  other  Party.  The
existence of any dispute submitted to arbitration, and any award, shall be kept in confidence by the Parties and the arbitrators, except as required in
connection with the enforcement of such award or as otherwise required by Applicable Law. Notwithstanding the foregoing, each Party shall have
the right to disclose information regarding the arbitration proceeding to the same extent as it may disclose Confidential Information of the other
Party under Article 12 above.

16.9
Agreement for any reason.

Survivability. Any duty to arbitrate under this Agreement shall remain in effect and be enforceable after termination of this

16.10

Patent  and  Trademark  Disputes.  Notwithstanding  Section  16.2,  any  dispute,  controversy  or  claim  relating  to  the
inventorship,  scope,  validity,  enforceability  or  infringement  of  any  Patents  Covering  the  Manufacture,  use,  importation,  offer  for  sale  or  sale  of
Licensed Products or Product Marks shall be submitted to a court of competent jurisdiction in the country in which such patent or trademark rights
were granted or arose.

17.

MISCELLANEOUS

17.1

Entire Agreement; Amendments. This Agreement, including the Exhibits hereto (which are incorporated into and made a
part  of  this  Agreement),  sets  forth  the  complete,  final  and  exclusive  agreement  and  all  the  covenants,  promises,  agreements,  warranties,
representations,  conditions  and  understandings  between  the  Parties  hereto  with  respect  to  the  subject  matter  hereof  and  supersedes,  as  of  the
Effective  Date,  all  prior  agreements  and  understandings  between  the  Parties  with  respect  to  the  subject  matter  hereof,  including  the  Prior  CDA.
There are no covenants, promises, agreements, warranties, representations, conditions or understandings, either oral or written, between the Parties
with  respect  to  the  subject  matter  hereof  other  than  as  are  set  forth  herein.  No  subsequent  alteration,  amendment,  change  or  addition  to  this
Agreement shall be binding upon the Parties unless reduced to writing and signed by an authorized representative of each Party. Notwithstanding
anything  herein  to  the  contrary,  this  Agreement  does  not  amend,  supersede  or  replace  any  software  license  entered  into,  or  contemplated  to  be
entered into, by the Parties or any of their Affiliates on Schrödinger’s form End User License Agreement.

17.2

Export  Control.  This  Agreement  is  made  subject  to  any  restrictions  concerning  the  export  of  products  or  technical
information from the U.S. or other countries which may be imposed upon or related to Schrödinger or BMS from time to time. Each Party agrees
that it shall not export, directly or indirectly, any technical information acquired from the other Party under this Agreement or any products using
such technical information to a location or in a manner that at the time of export requires an export license or other governmental approval, without
first obtaining the written consent to do so from the appropriate agency or other governmental entity.

17.3

Rights in Bankruptcy.

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(a)

All rights and licenses granted under or pursuant to this Agreement by one Party to the other are, for all purposes of
Section 365(n) of Title 11 of the United States Code (“Title 11”), licenses of rights to “intellectual property” as defined in Title 11, and, in the event
that a case under Title 11 is commenced by or against either Party (the “Bankrupt Party”), the other Party shall have all of the rights set forth in
Section 365(n) of Title 11 to the maximum extent permitted thereby. During the Term, each Party shall create and maintain current copies to the
extent practicable of all such intellectual property. Without limiting the Parties’ rights under Section 365(n) of Title 11, if a case under Title 11 is
commenced  by  or  against  the  Bankrupt  Party,  the  other  Party  shall  be  entitled  to  a  copy  of  any  and  all  such  intellectual  property  and  all
embodiments of such intellectual property, and the same, if not in the possession of such other Party, shall be promptly delivered to it (i) before this
Agreement is rejected by or on behalf of the Bankrupt Party, within [***] after the other Party’s written request, unless the Bankrupt Party, or its
trustee or receiver, elects within [***] to continue to perform all of its obligations under this Agreement, or (ii) after any rejection of this Agreement
by or on behalf of the Bankrupt Party, if not previously delivered as provided under clause (i) above. All rights of the Parties under this Section 17.3
and under Section 365(n) of Title 11 are in addition to and not in substitution of any and all other rights, powers, and remedies that each Party may
have under this Agreement, Title 11, and any other Applicable Law. The non-Bankrupt Party shall have the right to perform the obligations of the
Bankrupt  Party  hereunder  with  respect  to  such  intellectual  property,  but  neither  such  provision  nor  such  performance  by  the  non-Bankrupt  Party
shall release the Bankrupt Party from any such obligation or liability for failing to perform it.

(b)

The  Parties  agree  that  they  intend  the  foregoing  non-Bankrupt  Party  rights  to  extend  to  the  maximum  extent
permitted  by  law  and  any  provisions  of  applicable  contracts  with  Third  Parties,  including  for  purposes  of  Title  11,  (i)  the  right  of  access  to  any
intellectual  property  (including  all  embodiments  thereof)  of  the  Bankrupt  Party  or  any  Third  Party  with  whom  the  Bankrupt  Party  contracts  to
perform an obligation of the Bankrupt Party under this Agreement, and, in the case of the Third Party, which is necessary for the Development,
Regulatory  Approval,  Manufacture  and  Commercialization  of  Licensed  Products  and  (ii)  the  right  to  contract  directly  with  any  Third  Party
described in (i) in this sentence to complete the contracted work.

Any intellectual property provided pursuant to the provisions of this Section 17.3 shall be subject to the licenses set
forth elsewhere in this Agreement and the payment obligations of Section 8.2, Section 8.3 and Section 8.4, which shall be deemed to be royalties for
purposes of Title 11.

(c)

(d)

In  the  event  that  after  the  Effective  Date  Schrödinger  enters  into  a  license  agreement  with  a  Third  Party  with
respect to intellectual property that will be sublicensed to BMS hereunder, Schrödinger will use commercially reasonable efforts to enable BMS to
receive a direct license from any such Third Party in the event that such license agreement between Schrödinger and such Third Party is terminated
or rejected under Section 365(a) of Title 11 during the Term solely on account of Schrödinger becoming a Bankrupt Party.

Notwithstanding anything to the contrary in  Article 9, in the event that Schrödinger is the Bankrupt Party, BMS
may take appropriate actions in connection with the filing, prosecution, maintenance and enforcement of any Product Specific Patents licensed to
BMS under

(e)

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this Agreement without being required to consult with Schrödinger before taking any such actions, provided that such actions are consistent with
this Agreement.

17.4

Force Majeure. Each Party shall be excused from the performance of its obligations under this Agreement to the extent that
such performance is prevented by force majeure (defined below) and the nonperforming Party promptly provides notice of such prevention to the
other Party. Such excuse shall be continued so long as the condition constituting force majeure continues provided that the Party affected by such
force majeure shall take reasonable efforts to remove the condition constituting such force majeure. The Party affected by such force majeure also
shall notify the other Party of the anticipated duration of such force majeure and any actions being taken to avoid or minimize its effect after such
occurrence. For purposes of this Agreement, “force majeure” shall include conditions beyond the reasonable control of the Parties, including an act
of God, acts of terrorism, voluntary or involuntary compliance with any regulation, law or order of any government, war, acts of war (whether war
be declared or not), labor strike or lockout, civil commotion, epidemic or pandemic arising after the Effective Date or any material worsening of the
ongoing  COVID-19  pandemic,  failure  or  default  of  public  utilities  or  common  carriers,  destruction  of  production  facilities  or  materials  by  fire,
earthquake, storm or like catastrophe; provided, however that the affected Party promptly notifies the other Party in writing stating the nature of the
cause  of  non-performance,  its  anticipated  duration  and  any  action  being  taken  to  avoid  or  minimize  its  effect.  The  affected  Party  shall  use  its
Commercially  Reasonable  Efforts  to  avoid  or  remove  such  causes  of  non-performance  and  to  mitigate  the  effect  of  such  occurrence,  and  shall
continue performance in accordance with the terms of this Agreement whenever such causes are removed.  The nonperforming Party shall promptly
provide notice of such resumed performance to the other Party. The payment of invoices due and owing hereunder shall in no event be delayed by
the payer because of a force majeure affecting the payer.

17.5

Notices. Any notice required or permitted to be given under this Agreement shall be in writing, shall specifically refer to this
Agreement, and shall be addressed to the appropriate Party at the address specified below or such other address as may be specified by such Party in
writing in accordance with this Section 17.5, and shall be deemed to have been given for all purposes (a) when received, if hand-delivered or sent by
a reputable international expedited delivery service, or (b) five (5) Business Days after mailing, if mailed by first class certified or registered mail,
postage prepaid, return receipt requested.

For Schrödinger:

Schrödinger, Inc.

120 West 45th Street, 17th Floor
New York, New York, 10036
Attention: General Counsel

With a copy to:

Goodwin Procter LLP

100 Northern Avenue
Boston, MA 02210
Attn: Sarah Solomon

For BMS:

Bristol-Myers Squibb Company

Route 206 and Province Line Road
Princeton, NJ 08543-4000

- 77 -

 
 
 
 
Attention: Executive Vice President, Strategy and Business Development

With a copy to:

Bristol-Myers Squibb Company

Route 206 and Province Line Road
Princeton, NJ 08543-4000
Attention: Senior Vice President and Associate General Counsel, Transactions Law

Furthermore, a copy of any notices required or given under Section 9.5(b) of this Agreement shall also be addressed to the Senior Vice President,
Innovation Law of BMS at the address set forth in Section 9.5(b).

17.6

Independent Contractors. Each Party shall act solely as an independent contractor, and nothing in this Agreement shall be
construed to give either Party the power or authority to act for, bind, or commit the other Party in any way. Nothing herein shall be construed to
create the relationship of partners, principal and agent, or joint-venture partners between the Parties.

17.7

Maintenance  of  Records.  Each  Party  shall  maintain  complete  and  accurate  records  of  all  work  conducted  under  this
Agreement and all results, data and developments made pursuant to its efforts under this Agreement. Such records shall be complete and accurate
and  shall  fully  and  properly  reflect  all  work  done  and  results  achieved  in  the  performance  of  this  Agreement  in  sufficient  detail  and  in  good
scientific manner appropriate for patent and regulatory purposes. Each Party shall keep and maintain all records required by Applicable Law with
respect to Licensed Products.

17.8

No  Third  Party  Beneficiaries. The  covenants  and  agreements  set  forth  in  this  Agreement  are  for  the  sole  benefit  of  the
Parties and their successors and permitted assigns and they shall not be construed as conferring any rights on any other Persons. For clarity, there are
no express or implied Third Party beneficiaries hereunder.

17.9

Assignment. Neither Party may assign this Agreement or assign or transfer any rights or obligations hereunder without the
prior written consent of the other, except that a Party may make such an assignment or transfer without the other Party’s consent (a) to any Affiliate
of such Party, provided that such assignment or transfer shall not adversely affect the other Party’s rights and obligations under this Agreement and
that such assigning/transferring Party remains jointly and severally liable with such Affiliate for the performance of this Agreement or the assigned
obligations,  or  (b)  to  any  Third  Party  in  connection  with  the  sale  of  all  or  substantially  all  of  the  business  or  assets  of  such  Party  to  which  this
Agreement  relates  (with  such  business  and  assets,  [***],  whether  in  a  merger,  combination,  reorganization,  sale  of  stock,  sale  of  assets  or  other
transaction; provided, however, that in each case (a) and (b) that the assigning Party provides written notice to the other Party of such assignment
and the assignee shall have agreed in writing to be bound (or is otherwise required by operation of Applicable Law to be bound) in the same manner
as such assigning Party hereunder. Any permitted assignment shall be binding on the successors of the assigning Party. Any assignment or attempted
assignment by either Party in violation of the terms of this Section 17.9 shall be null, void and of no legal effect. For clarity, the

- 78 -

 
 
provisions of this Section 17.9 shall not apply to or encompass sublicensing of the rights licensed to a Party under this Agreement. Subject to the
terms of this Agreement, including Section 7.2 and Section 7.3(b), each Party and its Affiliates and, in the case of BMS, its Sublicensees, shall have
the right to enter into subcontracts in connection with the exercise of its rights and the performance of its obligations under this Agreement and this
Section 17.9 shall not apply with respect thereto.

17.10

Governing Law. This Agreement shall be governed by and construed and enforced under the substantive laws of the State
of New York, excluding any conflicts or choice of law rule or principle that might otherwise make this Agreement subject to the substantive law of
another jurisdiction. For clarification, any dispute relating to the inventorship, scope, validity, enforceability or infringement of any patent right shall
be governed by and construed and enforced in accordance with the patent laws of the applicable jurisdiction.

17.11

Performance  by  Affiliates.  Subject  to  the  terms  and  conditions  of  this  Agreement,  each  Party  may  discharge  any
obligations and exercise any right hereunder through any of its Affiliates. Each Party hereby guarantees the performance by its Affiliates of such
Party’s obligations under this Agreement, and shall cause its Affiliates to comply with the provisions of this Agreement in connection with such
performance. Any breach by a Party’s Affiliate of any of such Party’s obligations under this Agreement shall be deemed a breach by such Party, and
the other Party may proceed directly against such Party without any obligation to first proceed against such Party’s Affiliate.

17.12

Further Actions. Each Party agrees to execute, acknowledge and deliver such further instruments, and to do all such other

acts, as may be necessary or appropriate in order to carry out the purposes and intent of this Agreement.

17.13

Compliance  with  Applicable  Law.  Each  Party  shall  comply  with  Applicable  Law  in  the  course  of  performing  its
obligations or exercising its rights pursuant to this Agreement. Neither Party (nor any of their Affiliates or Sublicensees) shall be required under this
Agreement to take any action or to omit to take any action otherwise required to be taken or omitted by it under this Agreement if the taking or
omitting of such action, as the case may be, could in its opinion violate any settlement, consent order, corporate integrity agreement, or judgment to
which it may be subject from time to time during the Term. Notwithstanding anything to the contrary in this Agreement, neither Party nor any of its
Affiliates shall be required to take, or shall be penalized for not taking, any action that such Person reasonably believes is not in compliance with
Applicable Law.

17.14

Severability. If any one or more of the provisions of this Agreement are held to be invalid or unenforceable by an arbitrator
or any court of competent jurisdiction from which no appeal can be or is taken, the provision shall be considered severed from this Agreement and
shall  not  serve  to  invalidate  any  remaining  provisions  hereof.  The  Parties  shall  make  a  good  faith  effort  to  replace  any  invalid  or  unenforceable
provision with a valid and enforceable one such that the objectives contemplated by the Parties when entering this Agreement may be realized.

17.15

No Waiver. Neither Party may waive or release any of its rights or interests in this Agreement except in writing. The failure
of either Party to assert a right hereunder or to insist upon compliance with any term or condition of this Agreement shall not constitute a waiver of
that right

- 79 -

 
 
or excuse a similar subsequent failure to perform any such term or condition. No waiver by either Party of any condition or term in any one or more
instances shall be construed as a continuing waiver of such condition or term or of another condition or term.

17.16

Interpretation. The captions and headings to this Agreement are for convenience only, and are to be of no force or effect in
construing or interpreting any of the provisions of this Agreement. Unless specified to the contrary, references to Articles, Sections or Exhibits mean
the particular Articles, Sections or Exhibits of this Agreement and references to this Agreement include all Exhibits hereto. Unless context otherwise
clearly requires, whenever used in this Agreement: (a) the words “include”, “includes” or “including” shall be construed as incorporating also the
phrase “but not limited to” or “without limitation”; (b) the word “day” shall mean calendar day (unless Business Day is specified); (c) the word
“notice”  shall  mean  notice  in  writing  (whether  or  not  specifically  stated)  and  shall  include  notices,  consents,  approvals  and  other  written
communications  contemplated  under  this  Agreement;  (d)  the  words  “hereof,”  “herein,”  “hereby”  and  derivative  or  similar  words  refer  to  this
Agreement (including any Exhibits); (e) provisions that require that a Party, the Parties or the JSC hereunder “agree,” “consent” or “approve” or the
like shall require that such agreement, consent or approval be specific and in writing, whether by written agreement, letter, approved minutes or
otherwise;  (f)  words  of  any  gender  include  the  other  gender;  (g)  words  using  the  singular  or  plural  number  also  include  the  plural  or  singular
number, respectively; (h) references to any specific law, rule or regulation, or article, section or other division thereof, shall be deemed to include the
then-current amendments thereto or any replacement law, rule or regulation thereof; (i) the word “will” shall be construed to have the same meaning
and  effect  as  the  word  “shall”  and  (j)  except  where  the  context  dictates  otherwise,  “or”  has  the  inclusive  meaning  represented  by  the  phrase
“and/or”.  Ambiguities,  if  any,  in  this  Agreement  shall  not  be  construed  against  any  Party,  irrespective  of  which  Party  may  be  deemed  to  have
authored the ambiguous provision. The language of this Agreement shall be deemed to be the language mutually chosen by the Parties and no rule
of  strict  construction  shall  be  applied  against  either  Party  hereto.  This  Agreement  should  be  interpreted  in  its  entirety  and  the  fact  that  certain
provisions of this Agreement may be cross-referenced in a Section shall not be deemed or construed to limit the application of other provisions of
this Agreement to such Section and vice versa.

17.17

Counterparts. This Agreement may be executed in counterparts with the same effect as if both Parties had signed the same
document, each of which shall be deemed an original, shall be construed together and shall constitute one and the same instrument. This Agreement
may be executed and delivered through the email of pdf copies of the executed Agreement.

[signature page follows]

- 80 -

 
 
IN WITNESS WHEREOF, the Parties have caused this Agreement to be executed by their duly authorized representatives effective as of the

Effective Date.

BRISTOL-MYERS SQUIBB COMPANY

By: /s/ Jeffrey Staiger

Name: Jeffrey Staiger

Title: VP, Business Development

SCHRÖDINGER, INC.

By: /s/ Ramy Farid

Name: Ramy Farid

Title: President & CEO

- 81 -

 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit A

Initial Collaboration Targets
[***]

Oncology Target

Neurology Target

Immunology Target

[***]

[***]

[***]

HIF 2α
[***]

SOS1
[***]

[***]

[Signature Page to Collaboration and License Agreement]

 
 
 
 
 
 
 
 
 
Schrödinger, Inc.

2021 INDUCEMENT EQUITY INCENTIVE PLAN

EXHIBIT 10.38

1.    Purpose

The purpose of this 2021 Inducement Equity Incentive Plan (the “Plan”) of Schrödinger, Inc., a Delaware corporation (the “Company”),

is to advance the interests of the Company’s stockholders by enhancing the Company’s ability to attract, retain and motivate persons who are
expected to make important contributions to the Company with an inducement material for such persons to enter into employment with the
Company and by providing such persons with equity ownership opportunities and performance-based incentives that are intended to better align the
interests of such persons with those of the Company’s stockholders. Except where the context otherwise requires, the term “Company” shall include
any of the Company’s present or future parent or subsidiary corporations as defined in Sections 424(e) or (f) of the Internal Revenue Code of 1986,
as amended, and any regulations thereunder (the “Code”) and any other business venture (including, without limitation, joint venture or limited
liability company) in which the Company has a controlling interest, as determined by the Board of Directors of the Company (the “Board”).

2.    Eligibility

Awards under the Plan may only be granted to persons who (a) were not previously an employee or director of the Company or (b) are

commencing employment with the Company following a bona fide period of non-employment, in either case as an inducement material to the
individual’s entering into employment with the Company and in accordance with the requirements of Nasdaq Stock Market Rule 5635(c)(4).  For
the avoidance of doubt, neither consultants nor advisors shall be eligible to participate in the Plan. Each person who is granted an Award under the
Plan is deemed a “Participant.” “Award” means Options (as defined in Section 5), SARs (as defined in Section 6), Restricted Stock (as defined in
Section 7), Restricted Stock Units (as defined in Section 7) and Other Stock-Based Awards (as defined in Section 8).

3.    Administration and Delegation

(a)    

Administration by Board of Directors. The Plan will be administered by the Board. The Board shall have authority to grant
Awards and to adopt, amend and repeal such administrative rules, guidelines and practices relating to the Plan as it shall deem advisable. The Board
may construe and interpret the terms of the Plan and any Award agreements entered into under the Plan. The Board may correct any defect, supply
any omission or reconcile any inconsistency in the Plan or any Award in the manner and to the extent it shall deem expedient and it shall be the sole
and final judge of such expediency. All decisions by the Board shall be made in the Board’s sole discretion and shall be final and binding on all
persons having or claiming any interest in the Plan or in any Award.  Notwithstanding the foregoing or anything in the Plan to the contrary, the grant
of any Award under the Plan must be approved by the Company’s independent compensation committee or a majority of the Company’s
independent directors (as defined in Nasdaq Stock Market Rule 5605(a)(2)) in order to comply with the

 
 
exemption from the stockholder approval requirement for “inducement grants” provided under Nasdaq Stock Market Rule 5635(c)(4).

(b)    

Appointment of Committees. To the extent permitted by applicable law and the Nasdaq Stock Market rules, the Board may

delegate any or all of its powers under the Plan to one or more committees or subcommittees of the Board (a “Committee”). All references in the
Plan to the “Board” shall mean the Board or a Committee of the Board or the officers referred to in Section 3(c) to the extent that the Board’s
powers or authority under the Plan have been delegated to such Committee or officers.

(c)

Delegation to Officers. Subject to any requirements of applicable law (including as applicable Sections 152 and 157(c) of the

General Corporation Law of the State of Delaware) and the Nasdaq Stock Market rules, the Board may delegate to one or more officers of the
Company the power to grant Awards (subject to any limitations under the Plan) to employees or officers of the Company and to exercise such other
powers under the Plan as the Board may determine, provided that the Board shall fix the terms of Awards to be granted by such officers, the
maximum number of shares subject to Awards that the officers may grant, and the time period in which such Awards may be granted; and provided
further, that no officer shall be authorized to grant Awards to any “executive officer” of the Company (as defined by Rule 3b-7 under the Securities
Exchange Act of 1934, as amended (the “Exchange Act”)) or to any “officer” of the Company (as defined by Rule 16a-1(f) under the Exchange
Act).

4.    Stock Available for Awards

(a)    

Authorized Number of Shares. Subject to adjustment under Section 9, Awards may be made under the Plan for up to

500,000 shares of common stock, $0.01 par value per share, of the Company (the “Common Stock”). Shares issued under the Plan may consist in
whole or in part of authorized but unissued shares or treasury shares.

(b)

Share Counting. For purposes of counting the number of shares available for the grant of Awards under the Plan under this

Section 4:

(1)

all shares of Common Stock covered by SARs shall be counted against the number of shares available for the grant

of Awards under the Plan; provided, however, that (i) SARs that may be settled only in cash shall not be so counted and (ii) if the
Company grants an SAR in tandem with an Option for the same number of shares of Common Stock and provides that only one such
Award may be exercised (a “Tandem SAR”), only the shares covered by the Option, and not the shares covered by the Tandem SAR,
shall be so counted, and the expiration of one in connection with the other’s exercise will not restore shares to the Plan;

(2)

to the extent a Restricted Stock Unit award may be settled only in cash, no shares shall be counted against the

shares available for the grant of Awards under the Plan;

(3)

if any Award (i) expires or is terminated, surrendered or canceled without having been fully exercised or is forfeited

in whole or in part (including as the result of shares of Common Stock subject to such Award being repurchased by the Company at

 
 
the original issuance price pursuant to a contractual repurchase right) or (ii) results in any Common Stock not being issued (including as
a result of an SAR that was settleable either in cash or in stock actually being settled in cash), the unused Common Stock covered by
such Award shall again be available for the grant of Awards; provided, however, that in the case of the exercise of an SAR, the number of
shares counted against the shares available under the Plan shall be the full number of shares subject to the SAR multiplied by the
percentage of the SAR actually exercised, regardless of the number of shares actually used to settle such SAR upon exercise and (3) the
shares covered by a Tandem SAR shall not again become available for grant upon the expiration or termination of such Tandem SAR;
and

(4)

shares of Common Stock delivered (by actual delivery, attestation, or net exercise) to the Company by a Participant
to (i) purchase shares of Common Stock upon the exercise of an Award or (ii) satisfy tax withholding obligations with respect to Awards
(including shares retained from the Award creating the tax obligation) shall be added back to the number of shares available for the
future grant of Awards.

5.    Stock Options

(a)    

General. The Board may grant options to purchase Common Stock (each, an “Option”) and determine the number of shares

of Common Stock to be covered by each Option, the exercise price of each Option and the conditions and limitations applicable to the exercise of
each Option, including conditions relating to applicable federal or state securities laws, as it considers necessary or advisable.  All Options under the
Plan shall be Nonstatutory Stock Options.  A “Nonstatutory Stock Option” is an Option which is not intended to be an “incentive share option”
within the meaning of Section 422 of the Code.

(b)    

Exercise Price. The Board shall establish the exercise price of each Option or the formula by which such exercise price will
be determined. The exercise price shall be specified in the applicable Option agreement. The exercise price shall be not less than 100% of the Grant
Date Fair Market Value (as defined below) of the Common Stock on the date the Option is granted; provided that if the Board approves the grant of
an Option with an exercise price to be determined on a future date, the exercise price shall be not less than 100% of the Grant Date Fair Market
Value on such future date. “Grant Date Fair Market Value” of a share of Common Stock for purposes of the Plan will be determined as follows:

(1)    

if the Common Stock trades on a national securities exchange, the closing sale price (for the primary trading

session) on the date of grant; or

(2)    

if the Common Stock does not trade on any such exchange, the average of the closing bid and asked prices on the

date of grant as reported by an over-the-counter marketplace designated by the Board; or

(3)    

if the Common Stock is not publicly traded, the Board will determine the Grant Date Fair Market Value for

purposes of the Plan using any measure of value it determines to be appropriate (including, as it considers appropriate, relying on
appraisals)

 
 
in a manner consistent with the valuation principles under Code Section 409A, except as the Board may expressly determine otherwise.

For any date that is not a trading day, the Grant Date Fair Market Value of a share of Common Stock for such date will be determined by
using the closing sale price or average of the bid and asked prices, as appropriate, for the immediately preceding trading day and with the timing in
the formulas above adjusted accordingly. The Board can substitute a particular time of day or other measure of “closing sale price” or “bid and
asked prices” if appropriate because of exchange or market procedures or can, in its sole discretion, use weighted averages either on a daily basis or
such longer period as complies with Code Section 409A.

The Board has sole discretion to determine the Grant Date Fair Market Value for purposes of the Plan, and all Awards are conditioned on

the Participants’ agreement that the Board’s determination is conclusive and binding even though others might make a different determination.

(c)    

Duration of Options. Each Option shall be exercisable at such times and subject to such terms and conditions as the Board

may specify in the applicable option agreement; provided, however, that no Option will be granted with a term in excess of 10 years.

(d)    

Exercise of Options. Options may be exercised by delivery to the Company of a notice of exercise in a form (which may be

electronic, and which may be provided to a third party equity plan administrator) approved by the Company, together with payment in full (in the
manner specified in Section 5(e)) of the exercise price for the number of shares for which the Option is exercised. Shares of Common Stock subject
to the Option will be delivered by the Company as soon as practicable following exercise.

(e)    

Payment Upon Exercise. Common Stock purchased upon the exercise of an Option granted under the Plan shall be paid for

as follows:

(1)    

(2)    

in cash (including via a wire transfer) or by check, payable to the order of the Company;

except as may otherwise be provided in the applicable Option agreement or approved by the Board, by (i)

delivery of an irrevocable and unconditional undertaking by a creditworthy broker to deliver promptly to the Company sufficient funds
to pay the exercise price and any required tax withholding or (ii) delivery by the Participant to the Company of a copy of irrevocable and
unconditional instructions to a creditworthy broker to deliver promptly to the Company cash or a check sufficient to pay the exercise
price and any required tax withholding;

(3)    

to the extent provided for in the applicable Option agreement or approved by the Board, by delivery (either by

actual delivery or attestation) of shares of Common Stock owned by the Participant valued at their fair market value (valued in the
manner determined by (or in a manner approved by) the Board), provided (i) such method of payment is then permitted under applicable
law, (ii) such Common Stock, if acquired directly from the Company, was owned by the Participant for such minimum period of

 
 
time, if any, as may be established by the Board and (iii) such Common Stock is not subject to any repurchase, forfeiture, unfulfilled
vesting or other similar requirements;

(4)    

to the extent provided for in the applicable Nonstatutory Stock Option agreement or approved by the Board, by

delivery of a notice of “net exercise” to the Company, as a result of which the Participant would receive (i) the number of shares
underlying the portion of the Option being exercised, less (ii) such number of shares as is equal to (A) the aggregate exercise price for
the portion of the Option being exercised divided by (B) the fair market value of the Common Stock (valued in the manner determined
by (or in a manner approved by) the Board) on the date of exercise;

(5)    

to the extent permitted by applicable law and provided for in the applicable Option agreement or approved by the

Board by payment of such other lawful consideration as the Board may determine; or

(6)    

by any combination of the above permitted forms of payment, to the extent approved by the Board.

(g)    

Limitation on Repricing. Unless such action is approved by the Company’s stockholders, the Company may not (except as
provided for under Section 9): (1) amend any outstanding Option granted under the Plan to provide an exercise price per share that is lower than the
then-current exercise price per share of such outstanding Option, (2) cancel any outstanding option (whether or not granted under the Plan) and grant
in substitution therefor new Awards under the Plan covering the same or a different number of shares of Common Stock and having an exercise
price per share lower than the then-current exercise price per share of the cancelled option, (3) cancel in exchange for a cash payment any
outstanding Option with an exercise price per share above the then-current fair market value of the Common Stock (valued in the manner
determined by (or in the manner approved by) the Board) or (4) take any other action under the Plan that constitutes a “repricing” within the
meaning of the rules of the Nasdaq Stock Market or any other exchange or marketplace on which the Company stock is listed or traded (the
“Exchange”).

6.    Stock Appreciation Rights

(a)    

General. The Board may grant Awards consisting of stock appreciation rights (“SARs”) entitling the holder, upon exercise,

to receive an amount of Common Stock or cash or a combination thereof (such form to be determined by the Board) determined by reference to
appreciation, from and after the date of grant, in the fair market value of a share of Common Stock (valued in the manner determined by (or in the
manner approved by) the Board) over the measurement price established pursuant to Section 6(b). The date as of which such appreciation is
determined shall be the exercise date.

(b)    

Measurement Price. The Board shall establish the measurement price of each SAR and specify it in the applicable SAR

agreement. The measurement price shall not be less than 100% of the Grant Date Fair Market Value of the Common Stock on the date the SAR is
granted; provided that if the Board approves the grant of an SAR effective as of a future date, the

 
 
measurement price shall be not less than 100% of the Grant Date Fair Market Value on such future date.

(c)    

Duration of SARs. Each SAR shall be exercisable at such times and subject to such terms and conditions as the Board may

specify in the applicable SAR agreement; provided, however, that no SAR will be granted with a term in excess of 10 years.

(d)    

Exercise of SARs. SARs may be exercised by delivery to the Company of a notice of exercise in a form (which may be

electronic) approved by the Company, together with any other documents required by the Board.

(e)    

Limitation on Repricing. Unless such action is approved by the Company’s stockholders, the Company may not (except as
provided for under Section 9): (1) amend any outstanding SAR granted under the Plan to provide a measurement price per share that is lower than
the then-current measurement price per share of such outstanding SAR, (2) cancel any outstanding SAR (whether or not granted under the Plan) and
grant in substitution therefor new Awards under the Plan covering the same or a different number of shares of Common Stock and having an
exercise or measurement price per share lower than the then-current measurement price per share of the cancelled SAR, (3) cancel in exchange for a
cash payment any outstanding SAR with a measurement price per share above the then-current fair market value of the Common Stock (valued in
the manner determined by (or in a manner approved by) the Board) or (4) take any other action under the Plan that constitutes a “repricing” within
the meaning of the rules of the Exchange.

7.    Restricted Stock; Restricted Stock Units

(a)    

General. The Board may grant Awards entitling recipients to acquire shares of Common Stock (“Restricted Stock”), subject

to the right of the Company to repurchase all or part of such shares at their issue price or other stated or formula price (or to require forfeiture of
such shares if issued at no cost) from the recipient in the event that conditions specified by the Board in the applicable Award are not satisfied prior
to the end of the applicable restriction period or periods established by the Board for such Award. The Board may also grant Awards entitling the
recipient to receive shares of Common Stock or cash to be delivered as soon as practicable after the time such Award vests or is settled (“Restricted
Stock Units”) (Restricted Stock and Restricted Stock Units are each referred to herein as a “Restricted Stock Award”).

(b)    

Terms and Conditions for All Restricted Stock Awards. The Board shall determine the terms and conditions of a Restricted

Stock Award, including the conditions for vesting and repurchase (or forfeiture) and the issue price, if any.

(c)    

Additional Provisions Relating to Restricted Stock.

(1)    

Dividends. Unless otherwise provided in the applicable Award agreement, any dividends (whether paid in cash,
stock or property) declared and paid by the Company with respect to shares of Restricted Stock (“Accrued Dividends”) shall be paid to
the Participant only if and when such shares become free from the restrictions on transferability and forfeitability that apply to such
shares. Each payment of Accrued Dividends will be made no later than the end of the calendar year in which the dividends

 
 
are paid to stockholders of that class of stock or, if later, the 15th day of the third month following the lapsing of the restrictions on
transferability and the forfeitability provisions applicable to the underlying shares of Restricted Stock.

(2)    

Stock Certificates. The Company may require that any stock certificates issued in respect of shares of Restricted

Stock, as well as dividends or distributions paid on such Restricted Stock, shall be deposited in escrow by the Participant, together with a
stock power endorsed in blank, with the Company (or its designee) (or that any shares of Restricted Stock reflected in book entry be
similarly legended). At the expiration of the applicable restriction periods, the Company (or such designee) shall deliver the certificates
no longer subject to such restrictions to the Participant or if the Participant has died, to his or her Designated Beneficiary. “Designated
Beneficiary” means (i) the beneficiary designated, in a manner determined by the Board, by a Participant to receive amounts due or
exercise rights of the Participant in the event of the Participant’s death or (ii) in the absence of an effective designation by a Participant,
the Participant’s estate.

(d)    

Additional Provisions Relating to Restricted Stock Units.

(1)    

Settlement. As soon as practicable after the vesting of and/or lapsing of any other restrictions (i.e., settlement)

with respect to each Restricted Stock Unit, the Participant shall be entitled to receive from the Company such number of shares of
Common Stock or (if so provided in the applicable Award agreement) an amount of cash equal to the fair market value (valued in the
manner determined by (or in a manner approved by) the Board) of such number of shares of Common Stock as are set forth in the
applicable Restricted Stock Unit agreement. The Board may provide that settlement of Restricted Stock Units shall be deferred, on a
mandatory basis or at the election of the Participant in a manner that complies with Section 409A of the Code.

(2)    

(3)    

Voting Rights. A Participant shall have no voting rights with respect to any Restricted Stock Units.

Dividend Equivalents. The Award agreement for Restricted Stock Units may provide Participants with the right

to receive an amount equal to any dividends or other distributions declared and paid on an equal number of outstanding shares of
Common Stock (“Dividend Equivalents”). Dividend Equivalents may be settled in cash and/or shares of Common Stock and shall be
subject to the same restrictions on transfer and forfeitability as the Restricted Stock Units with respect to which paid, in each case to the
extent provided in the Award agreement.

8.    Other Stock-Based Awards

(a)    

General. The Board may grant other Awards of shares of Common Stock, and other Awards that are valued in whole or in

part by reference to, or are otherwise based on, shares of Common Stock or other property (“Other Stock-Based Awards”). Such Other Stock-Based
Awards shall also be available as a form of payment in the settlement of other Awards granted under the Plan or as payment in lieu of compensation
to which a Participant is otherwise

 
 
entitled. Other Stock-Based Awards may be paid in shares of Common Stock or cash, as the Board shall determine.

(b)    

Terms and Conditions. Subject to the provisions of the Plan, the Board shall determine the terms and conditions of each

Other Stock-Based Award, including any purchase price applicable thereto.

9.    Adjustments for Changes in Common Stock and Certain Other Events

(a)    

Changes in Capitalization. In the event of any stock split, reverse stock split, stock dividend, recapitalization, combination

of shares, reclassification of shares, spin-off or other similar change in capitalization or event, or any dividend or distribution to holders of Common
Stock other than an ordinary cash dividend, (i) the number and class of securities available under the Plan, (ii) the share counting rules set forth in
Section 4, (iii) the number and class of securities and exercise price per share of each outstanding Option, (iv) the share and per-share provisions and
the measurement price of each outstanding SAR, (v) the number of shares subject to and the repurchase price per share subject to each outstanding
award of Restricted Stock and (vi) the share and per-share-related provisions and the purchase price, if any, of each outstanding Restricted Stock
Unit award and each outstanding Other Stock-Based Award, shall be equitably adjusted by the Company (or substituted Awards may be made, if
applicable) in the manner determined by the Board. Without limiting the generality of the foregoing, in the event the Company effects a split of the
Common Stock by means of a stock dividend and the exercise price of and the number of shares subject to an outstanding Option are adjusted as of
the date of the distribution of the dividend (rather than as of the record date for such dividend), then an optionee who exercises an Option between
the record date and the distribution date for such stock dividend shall be entitled to receive, on the distribution date, the stock dividend with respect
to the shares of Common Stock acquired upon such Option exercise, notwithstanding the fact that such shares were not outstanding as of the close
of business on the record date for such stock dividend.

(b)    

Reorganization Events.

(1)    

Definition. A “Reorganization Event” shall mean: (a) any merger or consolidation of the Company with or into

another entity as a result of which all of the Common Stock of the Company is converted into or exchanged for the right to receive cash,
securities or other property or is cancelled, (b) any transfer or disposition of all of the Common Stock of the Company for cash,
securities or other property pursuant to a share exchange or other transaction or (c) any liquidation or dissolution of the Company.

(2)    

Consequences of a Reorganization Event on Awards Other than Restricted Stock.

(A)    

In connection with a Reorganization Event, the Board may take any one or more of the following

actions as to all or any (or any portion of) outstanding Awards other than Restricted Stock on such terms as the Board
determines (except to the extent specifically provided otherwise in an applicable Award agreement or another agreement
between the Company and the

 
 
Participant): (i) provide that such Awards shall be assumed, or substantially equivalent Awards shall be substituted, by the
acquiring or succeeding corporation (or an affiliate thereof), (ii) upon written notice to a Participant, provide that all of the
Participant’s unvested Awards will be forfeited immediately prior to the consummation of such Reorganization Event and/or
unexercised Awards will terminate immediately prior to the consummation of such Reorganization Event unless exercised by
the Participant (to the extent then exercisable) within a specified period following the date of such notice, (iii) provide that
outstanding Awards shall become exercisable, realizable or deliverable, or restrictions applicable to an Award shall lapse, in
whole or in part prior to or upon such Reorganization Event, (iv) in the event of a Reorganization Event under the terms of
which holders of Common Stock will receive upon consummation thereof a cash payment for each share surrendered in the
Reorganization Event (the “Acquisition Price”), make or provide for a cash payment to Participants with respect to each
Award held by a Participant equal to (A) the number of shares of Common Stock subject to the vested portion of the Award
(after giving effect to any acceleration of vesting that occurs upon or immediately prior to such Reorganization Event)
multiplied by (B) the excess, if any, of (I) the Acquisition Price over (II) the exercise, measurement or purchase price of such
Award and any applicable tax withholdings, in exchange for the termination of such Award, (v) provide that, in connection
with a liquidation or dissolution of the Company, Awards shall convert into the right to receive liquidation proceeds (if
applicable, net of the exercise, measurement or purchase price thereof and any applicable tax withholdings) and (vi) any
combination of the foregoing. In taking any of the actions permitted under this Section 9(b)(2), the Board shall not be
obligated by the Plan to treat all Awards, all Awards held by a Participant, or all Awards of the same type, identically.

(B)    

Notwithstanding the terms of Section 9(b)(2)(A), in the case of outstanding Restricted Stock Units that

are subject to Section 409A of the Code: (i) if the applicable Restricted Stock Unit agreement provides that the Restricted
Stock Units shall be settled upon a “change in control event” within the meaning of Treasury Regulation Section 1.409A-3(i)
(5)(i), and the Reorganization Event constitutes such a “change in control event”, then no assumption or substitution shall be
permitted pursuant to Section 9(b)(2)(A)(i) and the Restricted Stock Units shall instead be settled in accordance with the
terms of the applicable Restricted Stock Unit agreement; and (ii) the Board may only undertake the actions set forth in
clauses (iii), (iv) or (v) of Section 9(b)(2)(A) if the Reorganization Event constitutes a “change in control event” as defined
under Treasury Regulation Section 1.409A-3(i)(5)(i) and such action is permitted or required by Section 409A of the Code; if
the Reorganization Event is not a “change in control event” as so defined or such action is not permitted or required by
Section 409A of the Code, and the acquiring or succeeding corporation does not assume or substitute the Restricted Stock
Units pursuant to clause (i) of Section 9(b)(2)(A), then the unvested Restricted Stock Units shall terminate immediately prior
to the consummation of the Reorganization Event without any payment in exchange therefor.

 
 
(C)    

For purposes of Section 9(b)(2)(A)(i), an Award (other than Restricted Stock) shall be considered

assumed if, following consummation of the Reorganization Event, such Award confers the right to purchase or receive
pursuant to the terms of such Award, for each share of Common Stock subject to the Award immediately prior to the
consummation of the Reorganization Event, the consideration (whether cash, securities or other property) received as a result
of the Reorganization Event by holders of Common Stock for each share of Common Stock held immediately prior to the
consummation of the Reorganization Event (and if holders were offered a choice of consideration, the type of consideration
chosen by the holders of a majority of the outstanding shares of Common Stock); provided, however, that if the consideration
received as a result of the Reorganization Event is not solely common stock of the acquiring or succeeding corporation (or an
affiliate thereof), the Company may, with the consent of the acquiring or succeeding corporation, provide for the
consideration to be received upon the exercise or settlement of the Award to consist solely of such number of shares of
common stock of the acquiring or succeeding corporation (or an affiliate thereof) that the Board determines to be equivalent
in value (as of the date of such determination or another date specified by the Board) to the per share consideration received
by holders of outstanding shares of Common Stock as a result of the Reorganization Event.

(3)    

Consequences of a Reorganization Event on Restricted Stock. Upon the occurrence of a Reorganization Event

other than a liquidation or dissolution of the Company, the repurchase and other rights of the Company with respect to outstanding
Restricted Stock shall inure to the benefit of the Company’s successor and shall, unless the Board determines otherwise, apply to the
cash, securities or other property which the Common Stock was converted into or exchanged for pursuant to such Reorganization Event
in the same manner and to the same extent as they applied to such Restricted Stock; provided, however, that the Board may provide for
termination or deemed satisfaction of such repurchase or other rights under the instrument evidencing any Restricted Stock or any other
agreement between a Participant and the Company, either initially or by amendment. Upon the occurrence of a Reorganization Event
involving the liquidation or dissolution of the Company, except to the extent specifically provided to the contrary in the instrument
evidencing any Restricted Stock or any other agreement between a Participant and the Company, all restrictions and conditions on all
Restricted Stock then outstanding shall automatically be deemed terminated or satisfied.

10.    General Provisions Applicable to Awards

(a)    

Transferability of Awards. Awards shall not be sold, assigned, transferred, pledged or otherwise encumbered by the

Participant, either voluntarily or by operation of law, except by will or the laws of descent and distribution or pursuant to a qualified domestic
relations order, and, during the life of the Participant, shall be exercisable only by the Participant; provided, however, that, except with respect to
Awards subject to Section 409A of the Code, the Board may permit or provide in an Award for the gratuitous transfer of the Award by the
Participant to or for the benefit of any immediate family member, family trust or other entity established for the benefit of the Participant and/or an
immediate family member thereof if the

 
 
Company would be eligible to use a Form S-8 under the Securities Act of 1933, as amended, for the registration of the sale of the Common Stock
subject to such Award to such proposed transferee; provided further, that the Company shall not be required to recognize any such permitted transfer
until such time as such permitted transferee shall, as a condition to such transfer, deliver to the Company a written instrument in form and substance
satisfactory to the Company confirming that such transferee shall be bound by all of the terms and conditions of the Award. References to a
Participant, to the extent relevant in the context, shall include references to authorized transferees. For the avoidance of doubt, nothing contained in
this Section 10(a) shall be deemed to restrict a transfer to the Company.

(b)    

Documentation; Press Release. Each Award shall be evidenced in such form (written, electronic or otherwise) as the Board
shall determine. Each Award may contain terms and conditions in addition to those set forth in the Plan.  Promptly following the grant of an Award
hereunder, the Company must disclose in a press release the material terms of the grant, the number of shares involved, and, if required by law or
the rules of the Exchange, the identity of the Participant and each Participant, by accepting the Award, consents to the foregoing.

(c)    

Board Discretion. Except as otherwise provided by the Plan, each Award may be made alone or in addition or in relation to

any other Award. The terms of each Award need not be identical, and the Board need not treat Participants uniformly.

(d)    

Termination of Status. The Board shall determine the effect on an Award of the disability, death, termination or other

cessation of employment, authorized leave of absence or other change in the employment or other status of a Participant and the extent to which,
and the period during which, the Participant, or the Participant’s legal representative, conservator, guardian or Designated Beneficiary, may exercise
rights under the Award.

(e)    

Withholding. The Participant must satisfy all applicable federal, state, and local or other income and employment tax

withholding obligations before the Company will deliver stock certificates or otherwise recognize ownership of Common Stock under an Award.
The Company may elect to satisfy the withholding obligations through additional withholding on salary or wages. If the Company elects not to or
cannot withhold from other compensation, the Participant must pay the Company the full amount, if any, required for withholding or have a broker
tender to the Company cash equal to the withholding obligations. Payment of withholding obligations is due before the Company will issue any
shares on exercise, vesting or release from forfeiture of an Award or at the same time as payment of the exercise or purchase price, unless the
Company determines otherwise. If provided for in an Award or approved by the Board, a Participant may satisfy the tax obligations in whole or in
part by delivery (either by actual delivery or attestation) of shares of Common Stock, including shares retained from the Award creating the tax
obligation, valued at their fair market value (valued in the manner determined by (or in a manner approved by) the Company); provided, however,
except as otherwise provided by the Board, that the total tax withholding where stock is being used to satisfy such tax obligations cannot exceed the
Company’s minimum statutory withholding obligations (based on minimum statutory withholding rates for federal, state and local tax purposes,
including payroll taxes, that are applicable to such supplemental taxable income), except that, to the extent that the Company is able to retain shares
of Common Stock having a fair market value (determined by, or in a manner approved by, the Company) that exceeds the statutory minimum
applicable

 
 
withholding tax without financial accounting implications or the Company is withholding in a jurisdiction that does not have a statutory minimum
withholding tax, the Company may retain such number of shares of Common Stock (up to the number of shares having a fair market value equal to
the maximum individual statutory rate of tax (determined by, or in a manner approved by, the Company)) as the Company shall determine in its sole
discretion to satisfy the tax liability associated with any Award. Shares used to satisfy tax withholding requirements cannot be subject to any
repurchase, forfeiture, unfulfilled vesting or other similar requirements.

(f)    

Amendment of Award. Except as otherwise provided in Sections 5(g) and 6(e) with respect to repricings, the Board may

amend, modify or terminate any outstanding Award, including but not limited to, substituting therefor another Award of the same or a different type
and changing the date of exercise or realization provided that no amendment that would require stockholder approval under the rules of the
Exchange may be made effective unless and until the Company’s stockholders approve such amendment. The Participant’s consent to such action
shall be required unless (i) the Board determines that the action, taking into account any related action, does not materially and adversely affect the
Participant’s rights under the Plan or (ii) the change is permitted under Section 9.

(g)    

Conditions on Delivery of Stock. The Company will not be obligated to deliver any shares of Common Stock pursuant to
the Plan or to remove restrictions from shares previously issued or delivered under the Plan until (i) all conditions of the Award have been met or
removed to the satisfaction of the Company, (ii) in the opinion of the Company’s counsel, all other legal matters in connection with the issuance and
delivery of such shares have been satisfied, including any applicable securities laws and regulations and any applicable stock exchange or stock
market rules and regulations and (iii) the Participant has executed and delivered to the Company such representations or agreements as the Company
may consider appropriate to satisfy the requirements of any applicable laws, rules or regulations.

(h)    

Acceleration. The Board may at any time provide that any Award shall become immediately exercisable in whole or in part,

free from some or all restrictions or conditions, or otherwise realizable in whole or in part, as the case may be.

11.    Miscellaneous

(a)    

No Right To Employment or Other Status. No person shall have any claim or right to be granted an Award by virtue of the

adoption of the Plan, and the grant of an Award shall not be construed as giving a Participant the right to continued employment or any other
relationship with the Company. The Company expressly reserves the right at any time to dismiss or otherwise terminate its relationship with a
Participant free from any liability or claim under the Plan, except as expressly provided in the applicable Award.

(b)    

No Rights As Stockholder; Clawback Policy. Subject to the provisions of the applicable Award, no Participant or

Designated Beneficiary shall have any rights as a stockholder with respect to any shares of Common Stock to be issued with respect to an Award
until becoming the record holder of such shares. In accepting an Award under the Plan, a Participant agrees to be bound by any clawback policy the
Company has in effect or may adopt in the future.

 
 
(c)    

Effective Date. The Plan shall become effective on the date on which it is adopted by the Board. It is expressly intended that
approval of the Company’s stockholders not be required as a condition to the effectiveness of the Plan, and the Plan’s provisions shall be interpreted
in a manner consistent with such intent for all purposes.

(d)    

Amendment of Plan. The Board may amend, suspend or terminate the Plan or any portion thereof at any time provided that

no amendment that would require stockholder approval under the rules of the Exchange may be made effective unless and until the Company’s
stockholders approve such amendment. Unless otherwise specified in the amendment, any amendment to the Plan adopted in accordance with this
Section 11(d) shall apply to, and be binding on the holders of, all Awards outstanding under the Plan at the time the amendment is adopted, provided
the Board determines that such amendment, taking into account any related action, does not materially and adversely affect the rights of Participants
under the Plan.

(e)    

Authorization of Sub-Plans (including for Grants to non-U.S. Employees). The Board may from time to time establish one

or more sub-plans under the Plan for purposes of satisfying applicable securities, tax or other laws of various jurisdictions. The Board shall establish
such sub-plans by adopting supplements to the Plan containing (i) such limitations on the Board’s discretion under the Plan as the Board deems
necessary or desirable or (ii) such additional terms and conditions not otherwise inconsistent with the Plan as the Board shall deem necessary or
desirable. All supplements adopted by the Board shall be deemed to be part of the Plan, but each supplement shall apply only to Participants within
the affected jurisdiction and the Company shall not be required to provide copies of any supplement to Participants in any jurisdiction which is not
the subject of such supplement.

(f)    

Compliance with Section 409A of the Code. If and to the extent (i) any portion of any payment, compensation or other
benefit provided to a Participant pursuant to the Plan in connection with his or her employment termination constitutes “nonqualified deferred
compensation” within the meaning of Section 409A of the Code and (ii) the Participant is a specified employee as defined in Section 409A(a)(2)(B)
(i) of the Code, in each case as determined by the Company in accordance with its procedures, by which determinations the Participant (through
accepting the Award) agrees that he or she is bound, such portion of the payment, compensation or other benefit shall not be paid before the day that
is six months plus one day after the date of “separation from service” (as determined under Section 409A of the Code) (the “New Payment Date”),
except as Section 409A of the Code may then permit. The aggregate of any payments that otherwise would have been paid to the Participant during
the period between the date of separation from service and the New Payment Date shall be paid to the Participant in a lump sum on such New
Payment Date, and any remaining payments will be paid on their original schedule.

The Company makes no representations or warranty and shall have no liability to the Participant or any other person if any provisions of

or payments, compensation or other benefits under the Plan are determined to constitute nonqualified deferred compensation subject to Section
409A of the Code but do not to satisfy the conditions of that section.

(g)    

Limitations on Liability. Notwithstanding any other provisions of the Plan, no individual acting as a director, officer,

employee or agent of the Company will be liable to any

 
 
Participant, former Participant, spouse, beneficiary, or any other person for any claim, loss, liability, or expense incurred in connection with the Plan,
nor will such individual be personally liable with respect to the Plan because of any contract or other instrument he or she executes in his or her
capacity as a director, officer, employee or agent of the Company. The Company will indemnify and hold harmless each director, officer, employee
or agent of the Company to whom any duty or power relating to the administration or interpretation of the Plan has been or will be delegated,
against any cost or expense (including attorneys’ fees) or liability (including any sum paid in settlement of a claim with the Board’s approval)
arising out of any act or omission to act concerning the Plan unless arising out of such person’s own fraud or bad faith.

(h)    

Governing Law. The provisions of the Plan and all Awards made hereunder shall be governed by and interpreted in

accordance with the laws of the State of Delaware, excluding choice-of-law principles of the law of such state that would require the application of
the laws of a jurisdiction other than the State of Delaware.

 
 
Schrödinger, Inc.

NONSTATUTORY STOCK OPTION AGREEMENT

Granted under 2021 Inducement Equity Incentive Plan

EXHIBIT 10.39

Schrödinger, Inc. (the “Company”) hereby grants the following stock option pursuant to its 2021 Inducement Equity Incentive Plan. The terms and conditions attached hereto are
also a part hereof.

Notice of Grant

Name of optionee (the “Participant”):
Grant Date:
Number of shares of the Company’s Common Stock subject to this option (“Shares”):
Option exercise price per Share:1
Number, if any, of Shares that vest immediately on the grant date:
Shares that are subject to vesting schedule:
Vesting Start Date:
Final Exercise Date:2

Vesting Schedule:

Vesting Date:

   Number of Options that Vest:

All vesting is dependent on the Participant remaining an Eligible Participant, as provided herein.

This option satisfies in full all commitments that the Company has to the Participant with respect to the issuance of stock, stock options or other equity securities.

Signature of Participant

Street Address

City/State/Zip Code

  Schrödinger, Inc.

  By:

Name of Officer
Title:

1 

2 

This must be at least 100% of the Grant Date Fair Market Value (as defined in the Plan) of the Common Stock on the date of grant.

The Final Exercise Date must be no more than 10 years from the date of grant. The correct approach to calculate the final exercise date is to use the day immediately prior
to the date ten years out from the date of the stock option award grant.

 
 
 
 
 
    
    
    
    
    
    
    
    
 
 
   
 
    
 
    
 
 
 
   
   
 
 
 
              
   
   
 
 
 
   
 
 
 
 
 
 
 
 
   
   
 
 
 
 
Schrödinger, Inc.
Nonstatutory Stock Option Agreement
Granted under 2021 Inducement Stock Incentive Plan
Incorporated Terms and Conditions

1.

Grant of Option.

This agreement evidences the grant by the Company, on the grant date (the “Grant Date”) set forth in the Notice of Grant that forms part of this agreement (the

“Notice of Grant”), to the Participant of an option to purchase, in whole or in part, on the terms provided herein and in the Company’s 2021 Inducement Equity Incentive Plan
(the “Plan”), the number of Shares set forth in the Notice of Grant of common stock, $0.01 par value per share, of the Company (“Common Stock”), at the exercise price per
Share set forth in the Notice of Grant. Unless earlier terminated, this option shall expire at 5:00 p.m., Eastern time, on the Final Exercise Date set forth in the Notice of Grant (the
“Final Exercise Date”).

The option evidenced by this agreement was granted to the Participant pursuant to the inducement grant exception under Nasdaq Stock Market Rule 5635(c)(4) as

an inducement that is material to the Participant’s employment with the Company.

It is intended that the option evidenced by this agreement shall not be an incentive stock option as defined in Section 422 of the Internal Revenue Code of 1986, as
amended, and any regulations promulgated thereunder (the “Code”). Except as otherwise indicated by the context, the term “Participant”, as used in this option, shall be deemed
to include any person who acquires the right to exercise this option validly under its terms.

2.

Vesting Schedule.

This option will become exercisable (“vest”) in accordance with the vesting schedule set forth in the Notice of Grant.

The right of exercise shall be cumulative so that to the extent the option is not exercised in any period to the maximum extent permissible it shall continue to be

exercisable, in whole or in part, with respect to all Shares for which it is vested until the earlier of the Final Exercise Date or the termination of this option under Section 3 hereof
or the Plan.

3.

Exercise of Option.

(a) 

Form of Exercise. Each election to exercise this option shall be in writing, in the form of the Stock Option Exercise Notice attached as Annex A, signed

by the Participant, and received by the Company at its principal office, accompanied by this agreement, or in such other form (which may be electronic or through a third party
equity plan administrator) as is approved by the Company, together with payment in full in the manner provided in the Plan. The Participant may purchase less than the number of
shares covered hereby, provided that no partial exercise of this option may be for any fractional share.

(b) 

Continuous Relationship with the Company Required. Except as otherwise provided in this Section 3, this option may not be exercised unless the
Participant, at the time he or she exercises this option, is, and has been at all times since the Grant Date, an employee, director or officer of, or consultant or advisor to, the
Company or any other entity the employees, officers, directors, consultants, or advisors of which are eligible to receive option grants under the Plan (an “Eligible Participant”).

(c) 

Termination of Relationship with the Company. If the Participant ceases to be an Eligible Participant for any reason, then, except as provided in

paragraphs (d) and (e) below, the right to exercise this option shall terminate three months after such cessation (but in no event after the Final Exercise Date), provided that this
option shall be exercisable only to the extent that the Participant was entitled to exercise this option on the date of such cessation. Notwithstanding the foregoing, if the
Participant, prior to the Final Exercise Date, violates the restrictive covenants (including, without limitation, the non-competition, non-solicitation, or confidentiality provisions)
of any employment contract, any non-competition, non-solicitation, confidentiality or assignment agreement to which the Participant is a party, or any other agreement between
the Participant and the Company, the right to exercise this option shall terminate immediately upon such violation.

 
 
 
 
 
 
(d) 

Exercise Period Upon Death or Disability. If the Participant dies or becomes disabled (within the meaning of Section 22(e)(3) of the Code) prior to the

Final Exercise Date while he or she is an Eligible Participant and the Company has not terminated such relationship for “cause” as specified in paragraph (e) below, this option
shall be exercisable, within the period of one year following the date of death or disability of the Participant, by the Participant (or in the case of death by an authorized
transferee), provided that this option shall be exercisable only to the extent that this option was exercisable by the Participant on the date of his or her death or disability, and
further provided that this option shall not be exercisable after the Final Exercise Date.

(e) 

Termination for Cause. If, prior to the Final Exercise Date, the Participant’s employment or other relationship with the Company is terminated by the

Company for Cause (as defined in below), the right to exercise this option shall terminate immediately upon the effective date of such termination of employment or other
relationship. If, prior to the Final Exercise Date, the Participant is given notice by the Company of the termination of his or her employment or other relationship by the Company
for Cause, and the effective date of such employment or other relationship termination is subsequent to the date of delivery of such notice, the right to exercise this option shall be
suspended from the time of the delivery of such notice until the earlier of (i) such time as it is determined or otherwise agreed that the Participant’s employment or other
relationship shall not be terminated for Cause as provided in such notice or (ii) the effective date of such termination of employment or other relationship (in which case the right
to exercise this option shall, pursuant to the preceding sentence, terminate upon the effective date of such termination of employment or other relationship). If the Participant is
party to an employment, consulting or severance agreement with the Company which agreement, plan or arrangement contains a definition of “cause” for termination of
employment, “Cause” shall have the meaning ascribed to such term in such agreement, plan or arrangement. Otherwise, “Cause” shall mean willful misconduct by the Participant
or willful failure by the Participant to perform his or her responsibilities to the Company (including, without limitation, breach by the Participant of any provision of any
employment, consulting, advisory, nondisclosure, non-competition or other similar agreement between the Participant and the Company), as determined by the Company, which
determination shall be conclusive. The Participant’s employment shall be considered to have been terminated for Cause if the Company determines, within 30 days after the
Participant’s resignation, that termination for Cause was warranted.

4.

Withholding.

No Shares will be issued pursuant to the exercise of this option unless and until the Participant pays to the Company, or makes provision satisfactory to the

Company for payment of, any federal, state or local withholding taxes required by law to be withheld in respect of this option.

5.

Transfer Restrictions; Clawback.

(a) 

This option may not be sold, assigned, transferred, pledged or otherwise encumbered by the Participant, either voluntarily or by operation of law, except

by will or the laws of descent and distribution, and, during the lifetime of the Participant, this option shall be exercisable only by the Participant.

(b) 

In accepting this option, the Participant agrees to be bound by any clawback policy that the Company has in place or may adopt in the future.

6.

Provisions of the Plan.

This option is subject to the provisions of the Plan (including the provisions relating to amendments to the Plan), a copy of which is furnished to the Participant with

this option.

[Remainder of Page Intentionally Left Blank]

 
 
 
 
 
 
 
ANNEX A

Schrödinger, Inc.

Stock Option Exercise Notice

Schrödinger, Inc.
120 West 45th Street
17th Floor
New York, NY 10036-4041

Dear Sir or Madam:

I,                 (the “Participant”), hereby irrevocably exercise the right to purchase shares of the Common Stock, $0.01 par value per share (the “Shares”), of

Schrödinger, Inc. (the “Company”) at $                 per share pursuant to the Company’s 2021 Inducement Equity Incentive Plan and a stock option agreement with the Company
dated (the “Option Agreement”). Enclosed herewith is a payment of $                , the aggregate purchase price for the Shares. The certificate for the Shares should be registered in
my name as it appears below or, if so indicated below, jointly in my name and the name of the person designated below, with right of survivorship.

Dated:                                                                      

Signature
Print Name:

Address:

Name and address of persons in whose name the Shares are to be jointly registered (if applicable):

 
 
 
 
 
   
 
 
   
 
 
 
 
 
 
   
 
 
   
 
 
   
 
 
 
 
 
   
 
 
 
   
 
 
 
 
 
 
   
 
 
   
 
 
 
 
 
 
   
 
 
 
Schrödinger, Inc.

RESTRICTED STOCK UNIT AGREEMENT

Granted under 2021 Inducement Equity Incentive Plan

EXHIBIT 10.40

Schrödinger, Inc. (the “Company”) hereby grants the following restricted stock units pursuant to its 2021 Inducement Equity Incentive Plan. The terms and conditions attached
hereto are also a part hereof.

Notice of Grant

Name of recipient (the “Participant”):
Grant Date:
Number of restricted stock units (“RSUs”) granted:     
Number, if any, of RSUs that vest immediately on
the grant date:
RSUs that are subject to vesting schedule:
Vesting Start Date:

Vesting Schedule:

Vesting Date:

   Number of RSUs that Vest:

All vesting is dependent on the Participant remaining an Eligible Participant, as provided herein.

This grant of RSUs satisfies in full all commitments that the Company has to the Participant with respect to the issuance of stock, stock options or other equity securities.

Signature of Participant

Street Address

City/State/Zip Code

  Schrödinger, Inc.

  By:

Name of Officer
Title:

 
 
 
   
    
    
  
 
    
    
 
 
   
 
    
 
    
 
 
 
   
   
 
 
 
              
   
   
 
 
 
   
 
 
 
 
 
 
 
 
   
   
 
 
Schrödinger, Inc.
Restricted Stock Unit Agreement
Granted under 2021 Inducement Equity Incentive Plan
Incorporated Terms and Conditions

1. Award of Restricted Stock Units.

In consideration of services rendered and to be rendered to the Company by the Participant, the Company has granted to the Participant, subject to the terms and

conditions set forth in this Restricted Stock Unit Agreement (this “Agreement”) and in the Company’s 2021 Inducement Equity Incentive Plan (the “Plan”), an award with respect
to the number of restricted stock units (the “RSUs”) set forth in the Notice of Grant that forms part of this Agreement (the “Notice of Grant”). Each RSU represents the right to
receive one share of common stock, $0.01 par value per share, of the Company (the “Common Stock”) upon vesting of the RSU, subject to the terms and conditions set forth
herein.

The RSUs evidenced by this Agreement were granted to the Participant pursuant to the inducement grant exception under Nasdaq Stock Market Rule 5635(c)(4), as

an inducement that is material to the Participant’s employment with the Company.

2. Vesting.

The RSUs shall vest in accordance with the Vesting Schedule set forth in the Notice of Grant (the “Vesting Schedule”). Any fractional shares resulting from the

application of any percentages used in the Vesting Schedule shall be rounded down to the nearest whole number of RSUs. As soon as practicable after the vesting of the RSU, the
Company will deliver to the Participant, for each RSU that becomes vested, one share of Common Stock, subject to the payment of any taxes pursuant to Section 7. The Common
Stock will be delivered to the Participant as soon as practicable following each vesting date, but in any event within 30 days of such date.

3. Forfeiture of Unvested RSUs Upon Cessation of Service.

In the event that the Participant ceases to be an Eligible Participant (as defined below) for any reason or no reason, with or without cause, all of the RSUs that are

unvested as of the time of such cessation shall be forfeited immediately and automatically to the Company, without the payment of any consideration to the Participant, effective
as of such cessation. The Participant shall have no further rights with respect to the unvested RSUs or any Common Stock that may have been issuable with respect thereto. The
Participant shall be an “Eligible Participant” if he or she is an employee, director or officer of, or consultant or advisor to, the Company or any other entity the employees,
officers, directors, consultants or advisors of which are eligible to receive awards of RSUs under the Plan.

4. Restrictions on Transfer.

The Participant shall not sell, assign, transfer, pledge, hypothecate, encumber or otherwise dispose of, by operation of law or otherwise (collectively “transfer”) any
RSUs, or any interest therein. The Company shall not be required to treat as the owner of any RSUs or issue any Common Stock to any transferee to whom such RSUs have been
transferred in violation of any of the provisions of this Agreement.

5. Rights as a Stockholder.

The Participant shall have no rights as a stockholder of the Company with respect to any shares of Common Stock that may be issuable with respect to the RSUs

until the issuance of the shares of Common Stock to the Participant following the vesting of the RSUs.

6. Provisions of the Plan.

 
 
This Agreement is subject to the provisions of the Plan, a copy of which is furnished to the Participant with this Agreement.

7. Tax Matters.

(a) 

Acknowledgments; No Section 83(b) Election. The Participant acknowledges that he or she is responsible for obtaining the advice of the Participant’s
own tax advisors with respect to the award of RSUs and the Participant is relying solely on such advisors and not on any statements or representations of the Company or any of
its agents with respect to the tax consequences relating to the RSUs. The Participant understands that the Participant (and not the Company) shall be responsible for the
Participant’s tax liability that may arise in connection with the acquisition, vesting and/or disposition of the RSUs. The Participant acknowledges that no election under
Section 83(b) of the Internal Revenue Code of 1986, as amended, (the “Code”) is available with respect to RSUs.

(b) 

Withholding. The Participant acknowledges and agrees that the Company has the right to deduct from payments of any kind otherwise due to the

Participant any federal, state, local or other taxes of any kind required by law to be withheld with respect to the vesting of the RSUs. At such time as the Participant is not aware
of any material nonpublic information about the Company or the Common Stock and the Participant is not subject to any restriction on trading activities with respect to the
Common Stock pursuant to any Company insider trading or other policy, the Participant shall execute the instructions set forth in Schedule A attached hereto (the “Automatic
Sale Instructions”) as the means of satisfying such tax obligation. If the Participant does not execute the Automatic Sale Instructions prior to an applicable vesting date, then the
Participant agrees that if under applicable law the Participant will owe taxes at such vesting date on the portion of the award then vested the Company shall be entitled to
immediate payment from the Participant of the amount of any tax required to be withheld by the Company. The Company shall not deliver any shares of Common Stock to the
Participant until it is satisfied that all required withholdings have been made.

8. Miscellaneous.

(a) 

Section 409A. The RSUs awarded pursuant to this Agreement are intended to be exempt from or comply with the requirements of Section 409A of the
Code and the Treasury Regulations issued thereunder (“Section 409A”). The delivery of shares of Common Stock on the vesting of the RSUs may not be accelerated or deferred
unless permitted or required by Section 409A.

(b) 

Participant’s Acknowledgements. The Participant acknowledges that he or she: (i) has read this Agreement; (ii) has been represented in the preparation,

negotiation and execution of this Agreement by legal counsel of the Participant’s own choice or has voluntarily declined to seek such counsel; (iii) understands the terms and
consequences of this Agreement; (iv) is fully aware of the legal and binding effect of this Agreement; and (v) agrees that in accepting this award, he or she will be bound by any
clawback policy that the Company may adopt in the future.

[Remainder of Page Intentionally Left Blank]

 
 
 
 
 
 
Schedule A

Automatic Sale Instructions

The undersigned hereby consents and agrees that any taxes due on a vesting date as a result of the vesting of RSUs on such date shall be paid through an automatic

sale of shares as follows:

(a) 

Upon any vesting of RSUs pursuant to Section 2 hereof, the Company shall arrange for the sale of such number of shares of Common Stock issuable
with respect to the RSUs that vest pursuant to Section 2 as is sufficient to generate net proceeds sufficient to satisfy the Company’s minimum statutory withholding obligations
with respect to the income recognized by the Participant upon the vesting of the RSUs (based on minimum statutory withholding rates for all tax purposes, including payroll and
social security taxes, that are applicable to such income), and the net proceeds of such sale shall be delivered to the Company in satisfaction of such tax withholding obligations.

(b)

 The Participant hereby appoints the Chief Executive Officer, the Chief Financial Officer and the Chief Legal Officer (or a person holding a similar

title), and any of them acting alone and with full power of substitution, to serve as his or her attorneys in fact to arrange for the sale of the Participant’s Common Stock in
accordance with this Schedule A. The Participant agrees to execute and deliver such documents, instruments and certificates as may reasonably be required in connection with the
sale of the shares pursuant to this Schedule A.

(c) 

The Participant represents to the Company that, as of the date hereof, he or she is not aware of any material nonpublic information about the Company
or the Common Stock and is not subject to any restriction on trading activities with respect to the Common Stock pursuant to any Company insider trading policy or other policy.
The Participant and the Company have structured this Agreement, including this Schedule A, to constitute a “binding contract” relating to the sale of Common Stock, consistent
with the affirmative defense to liability under Section 10(b) of the Securities Exchange Act of 1934 under Rule 10b5-1(c) promulgated under such Act.

The Company shall not deliver any shares of Common Stock to the Participant until it is satisfied that all required withholdings have been made.

Participant:                                                                    

Date:                                                                                         

 
 
 
 
 
 
 
 
 
Schrödinger, Inc.

RESTRICTED STOCK UNIT AGREEMENT FOR NON-U.S. PARTICIPANTS

Granted under 2021 Inducement Equity Incentive Plan

EXHIBIT 10.41

Schrödinger, Inc. (the “Company”) hereby grants the following restricted stock units pursuant to its 2021 Inducement Equity Incentive Plan. The terms and conditions attached
hereto are also a part hereof.

Notice of Grant

Name of recipient (the “Participant”):
Grant Date:
Number of restricted stock units (“RSUs”) granted:
Number, if any, of RSUs that vest immediately on the grant date:  
RSUs that are subject to vesting schedule:
Vesting Start Date:

Vesting Schedule:

Vesting Date:

Number of RSUs that Vest:

All vesting is dependent on the Participant remaining an Eligible Participant, as provided herein.

This grant of RSUs satisfies in full all commitments that the Company has to the Participant with respect to the issuance of stock, stock options or other equity securities.

Signature of Participant

Street Address

City/State/Zip Code

  Schrödinger, Inc.

  By:

Name of Officer
Title:

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
 
 
 
              
   
   
 
 
 
   
 
 
 
 
 
 
 
 
   
   
 
 
 
 
Schrödinger, Inc.

Restricted Stock Unit Agreement for Non-U.S. Participants
Granted under 2021 Inducement Equity Incentive Plan
Incorporated Terms and Conditions

1. Award of Restricted Stock Units.

The  Company  hereby  grants  to  the  Participant,  subject  to  the  terms  and  conditions  set  forth  in  this  Restricted  Stock  Unit  Agreement  for  Non-U.S.  Participants,
including any additional terms and conditions for the Participant’s country included in the appendix attached hereto (this “Agreement”) and in the Company’s 2021 Inducement
Equity Incentive Plan (the “Plan”), an award with respect to the number of restricted stock units (the “RSUs”) set forth in the Notice of Grant that forms part of this Agreement
(the “Notice of Grant”). Each RSU represents the right to receive one share of common stock, $0.01 par value per share, of the Company (the “Common Stock”) upon vesting of
the RSU, subject to the terms and conditions set forth herein.

The RSUs evidenced by this Agreement were granted to the Participant pursuant to the inducement grant exception under Nasdaq Stock Market Rule 5635(c)(4), as

an inducement that is material to the Participant’s employment with the Company.

2. Vesting.

The RSUs shall vest in accordance with the Vesting Schedule set forth in the Notice of Grant (the “Vesting Schedule”). Any fractional shares resulting from the
application of any percentages used in the Vesting Schedule shall be rounded down to the nearest whole number of RSUs. As soon as practicable after the vesting of the RSU, the
Company will deliver to the Participant, for each RSU that becomes vested, one share of Common Stock, subject to the payment of any taxes pursuant to Section 7. The Common
Stock will be delivered to the Participant as soon as practicable following each vesting date, but in any event within 30 days of such date.

3. Forfeiture of Unvested RSUs Upon Cessation of Service.

In the event that the Participant ceases to be an Eligible Participant (as defined below) for any reason or no reason, with or without cause, all of the RSUs that are
unvested as of the time of such cessation shall be forfeited immediately and automatically to the Company, without the payment of any consideration to the Participant, effective
as of such cessation. The Participant shall have no further rights with respect to the unvested RSUs or any Common Stock that may have been issuable with respect thereto. The
Participant  shall  be  an  “Eligible Participant”  if  he  or  she  is  an  employee,  director  or  officer  of,  or  consultant  or  advisor  to,  the  Company  or  any  other  entity  the  employees,
officers, directors, consultants or advisors of which are eligible to receive awards of RSUs under the Plan.

For  purposes  of  the  RSUs,  the  Participant’s  status  as  an  Eligible  Participant  will  be  considered  terminated  as  of  the  date  the  Participant  is  no  longer  actively
providing services to the Company, the Employer (as defined below) or any of the other affiliates of the Company (regardless of the reason for such termination and whether or
not later found to be invalid or in breach of employment laws in the jurisdiction where the Participant is employed or engaged or the terms of the Participant’s employment or
service agreement, if any), and unless otherwise expressly provided in this Agreement or determined by the Company, the Participant’s right to vest in the RSUs under the Plan, if
any, will terminate as of such date and will not be extended by any notice period (e.g., the period of service would not include any contractual notice period or any period of
“garden leave” or similar period mandated under employment laws in the jurisdiction where the participant is employed or providing services or the terms of the Participant’s
employment  or  service  agreement,  if  any);  the  Committee  shall  have  the  exclusive  discretion  to  determine  when  the  Participant  is  no  longer  actively  providing  services  for
purposes of the RSU grant (including whether the Participant may still be considered to be providing services while on a leave of absence).

4. Restrictions on Transfer.

 
 
 
 
 
 
The Participant shall not sell, assign, transfer, pledge, hypothecate, encumber or otherwise dispose of, by operation of law or otherwise (collectively “transfer”) any
RSUs, or any interest therein. The Company shall not be required to treat as the owner of any RSUs or issue any Common Stock to any transferee to whom such RSUs have been
transferred in violation of any of the provisions of this Agreement.

5. Rights as a Stockholder.

The Participant shall have no rights as a stockholder of the Company with respect to any shares of Common Stock that may be issuable with respect to the RSUs

until the issuance of the shares of Common Stock to the Participant following the vesting of the RSUs.

6. Provisions of the Plan.

This Agreement is subject to the provisions of the Plan, a copy of which is furnished to the Participant with this Agreement.

7. Nature of Grant.

In accepting the grant, the Participant acknowledges, understands and agrees that:

(a)

the  Plan  is  established  voluntarily  by  the  Company,  it  is  discretionary  in  nature  and  it  may  be  modified,  amended,  suspended  or  terminated  by  the

Company at any time, to the extent permitted by the Plan;

(b)

the grant of the RSUs is exceptional, voluntary and occasional and does not create any contractual or other right to receive future grants of RSUs, or

benefits in lieu of RSUs, even if RSUs have been granted in the past;

(c)

(d)

all decisions with respect to future RSUs or other grants, if any, will be at the sole discretion of the Company;

the RSU grant and participation in the Plan shall not create a right to employment or other service relationship with the Company;

(e)

the RSU grant and participation in the Plan shall not be interpreted as forming or amending an employment or service contract with the Company or the
Employer,  and  shall  not  interfere  with  the  ability  of  the  Company,  the  Employer  or  any  affiliate  of  the  Company,  as  applicable,  to  terminate  the  Participant’s  employment
relationship (if any);

(f)

the Participant is voluntarily participating in the Plan;

(g)
or compensation;

the RSUs and the shares of Common Stock subject to the RSUs, and the income from and value of same, are not intended to replace any pension rights

(h)

the RSUs and the shares of Common Stock subject to the RSUs, and the income and value of same, are not part of normal or expected compensation for
purposes of, including but not limited to, calculating any severance, resignation, termination, redundancy, dismissal, end-of-service payments, bonuses, holiday pay, long-service
awards, pension or retirement or welfare benefits or similar payments;

(i)

unless otherwise agreed with the Company in writing, the RSUs and the shares of Common Stock subject to the RSUs, and the income and value of

same, are not granted as consideration for, or in connection with, the service the Participant may provide as a director of a subsidiary of the Company;

(j)

the future value of the underlying shares of Common Stock is unknown, indeterminable and cannot be predicted with certainty;

 
 
 
 
(k)

no  claim  or  entitlement  to  compensation  or  damages  shall  arise  from  forfeiture  of  the  RSUs  resulting  from  the  termination  of  the  Participant’s
employment  or  other  service  relationship  (for  any  reason  whatsoever,  whether  or  not  later  found  to  be  invalid  or  in  breach  of  employment  laws  in  the  jurisdiction  where  the
Participant is employed or engaged or the terms of the Participant’s employment agreement, if any); and

(l)

neither the Company, the Employer nor any other subsidiary or affiliate of the Company shall be liable for any foreign exchange rate fluctuation between
the Participant’s local currency and the United States Dollar that may affect the value of the RSU or of any amounts due to me pursuant to the settlement of the RSU or the
subsequent sale of any shares of Common Stock acquired upon settlement.

8.Tax Matters.

(a)

Acknowledgments; Responsibility for Taxes.  The  Participant  acknowledges  that,  regardless  of  any  action  taken  by  the  Company  or,  if  different,  the
Participant’s employer (the “Employer”), the ultimate liability for all income tax, social insurance, payroll tax, fringe benefits tax, payment on account or other tax-related items
related  to  the  Participant’s  participation  in  the  Plan  and  legally  applicable  or  deemed  applicable  to  the  Participant  (“Tax-Related  Items”),  is  and  remains  the  Participant’s
responsibility and may exceed the amount actually withheld by the Company or the Employer. The Participant further acknowledges that the Company and/or the Employer (1)
make no representations or undertakings regarding the treatment of any Tax-Related Items in connection with any aspect of this award of RSUs, and (2) do not commit to and are
under no obligation to structure the terms of the grant or any aspect of the RSUs to reduce or eliminate the Participant’s liability for Tax-Related Items or achieve any particular
tax result. Further, if the Participant is subject to Tax-Related Items in more than one jurisdiction, the Participant acknowledges that the Company and/or the Employer (or former
employer, as applicable) may be required to withhold or account for Tax-Related Items in more than one jurisdiction.

(b)

Withholding. Prior to the relevant taxable or tax withholding event, as applicable, the Participant agrees to make adequate arrangements satisfactory to
the Company and/or the Employer to satisfy all Tax-Related Items. At such time as the Participant is not aware of any material nonpublic information about the Company or the
Common Stock and the Participant is not subject to any restriction on trading activities with respect to the Common Stock pursuant to any Company insider trading or other
policy, the Participant shall execute the instructions set forth in Schedule A attached hereto (the “Automatic Sale Instructions”) as the means of satisfying such tax obligation. If
the Participant does not execute the Automatic Sale Instructions prior to an applicable taxable or tax withholding event, the Participant hereby authorizes the Company and/or the
Employer to satisfy the obligations with regard to all Tax-Related Items by one or a combination of the following:

(i)

withholding from the Participant’s wages or other cash compensation paid to the Participant by the Company and/or the Employer or any

affiliate;

(ii)

(iii)

Participant’s payment of a cash amount (including by check representing readily available funds or a wire transfer); or

any other arrangement approved by the Committee and permitted under applicable law.

The Company may withhold or account for Tax-Related Items by considering statutory or other withholding rates, including minimum or maximum rates applicable
in  the  Participant’s  jurisdiction(s).  In  the  event  of  over-withholding,  the  Participant  may  receive  a  refund  of  any  over-withheld  amount  in  cash  (with  no  entitlement  to  the
equivalent in shares of Common Stock), or if not refunded, the Participant may seek a refund from the local tax authorities. In the event of under-withholding, the Participant may
be required to pay any additional Tax-Related Items directly to the applicable tax authority or to the Company and/or the Employer. If the obligation for Tax-Related Items is
satisfied by withholding in shares of Common Stock, for tax purposes, the Participant will be deemed to have been issued the full number of shares of Common Stock subject to
the vested RSUs, notwithstanding that a number of the shares of Common Stock is held back solely for the purpose of paying the Tax-Related Items.

The Company may refuse to issue or deliver the shares or the proceeds of the sale of shares of Common Stock, if the Participant fails to comply with his or her

obligations in connection with the Tax-Related Items.

 
 
 
9. Data Protection.

If the Participant would like to participate in the Plan, the Participant will need to review the information provided in this Section 9 and, declare with its signature

under this agreement consent to processing of Participant’s personal data for such processing activities requiring consent.

If the Participant is based in the EEA+ (as defined below), the Participant has the right to withdraw his or her consent for such processing activities at any time and
declares  that  he  read  the  transparency  document  on  the  website  of  the  Company  or,  if  different,  the  Participant’s  employer.  The  withdrawal  of  consent  does  not  affect  the
lawfulness of processing based on consent before its withdrawal. Other processing activities (e.g. the transfer of personal data to tax authorities) are based on other legal grounds,
e.g. a legal obligation to which the controller is subject, or a legitimate interest pursued by the controller or by a third party. For such processing activities consent is not needed or
given by the Participant.

(a)

EEA+ Controller and Representative. If the Participant is based in the European Union (“EU”), the European Economic Area, or the United Kingdom
(collectively “EEA+”), the Participant should note that the Company, with its registered address at 120 West 45th Street, 17th Floor, New York, New York 10036, United States of
America, is the controller responsible for the processing of the Participant’s personal data in connection with the Agreement and the Plan. The Company’s representative in the
EU  by  means  of  Art.  27  GDPR  is  Prof.  Dr.  h.c.  Heiko  Jonny  Maniero,  DGD  Deutsche  Gesellschaft  für  Datenschutz  GmbH,  Fraunhoferring  3,  85238  Petershausen.  The
representative can be reached by email at heiko.maniero@dg-datenschutz.de.

(b)

Data Collection and Usage. The Company collects, uses and otherwise processes certain personal data about the Participant, including, but not limited
to,  the  Participant’s  name,  home  address  and  telephone  number,  email  address,  date  of  birth,  social  insurance  number,  passport  or  other  identification  number  (e.g.,  resident
registration number), salary, nationality, job title, any shares of stock or directorships held in the Company, details of all RSUs or any other entitlement to shares of stock awarded,
canceled,  exercised,  vested,  unvested  or  outstanding  in  the  Participant’s  favor,  which  the  Company  receives  from  the  Participant,  Participant’s  Employer  or  otherwise  in
connection with this Agreement or the Plan (“Data”), for the purposes of implementing, administering and managing the Plan and allocating shares of Common Stock pursuant to
the Plan.

If the Participant is based in the EEA+, the legal basis, where required, for the processing of Data by the Company is the necessity of the data processing for the
Company  to  (i)  perform  its  contractual  obligations  under  this  Agreement,  (ii)  comply  with  legal  obligations  established  in  the  EEA+,  (iii)  pursue  the  legitimate  interest  of
complying with legal obligations established outside of the EEA+, or (iv) consent of the Participant.

If the Participant is based outside of the EEA+, the legal basis, where required, for the processing of Data by the Company is the Participant’s consent, as further

described below.

(c)

Stock Plan Administration Service Providers. The Company grants access to Data to TD Ameritrade, Inc., an independent service provider, which is
assisting the Company with the implementation, administration and management of the Plan (“Broker”). In the future, the Company may select a different service provider and
share Data with such other provider serving in a similar manner. Broker will open an account for the Participant to receive and trade shares of Common Stock acquired under the
Plan. The Participant may be asked to agree on separate terms and data processing practices with Broker, with such agreement being a condition to the ability to participate in the
Plan.

(d)

International Data Transfers. In the event the Participant resides, works or is otherwise located outside of the U.S., Data will be transferred from the
Participant’s country to the U.S., where the Company and its service providers are based. The Participant understands and acknowledges that the U.S. might not provide a level of
protection of personal data equivalent to the level of protection in the Participant’s country.

If the Participant is based in the EEA+, the legal basis, where required, for the transfer of Data from the EEA+ to the Company and for the access to Data granted by
the Company to Broker or, as the case may be, a different service provider of the Company in the U.S. is to satisfy the Company’s contractual obligations under the terms of this
Agreement and/or its use of the standard data protection clauses adopted by the EU Commission.

 
 
 
  
 
If the Participant is based outside of the EEA+, the Company’s legal basis, where required, for the transfer of Data from the Participant’s country to the Company
and for the access to Data granted by the Company to Broker or, as the case may be, a different service provider of the Company is the Participant’s consent, as further described
below.

(e)

Data  Retention.  The  Company  will  hold  and  use  the  Data  only  as  long  as  is  necessary  to  implement,  administer  and  manage  the  Participant’s

participation in the Plan, or as required to comply with legal or regulatory obligations, including under tax and security laws.

(f)

Data Subject Rights. The Participant may have a number of rights under data privacy laws in his or her jurisdiction. Depending on where the Participant
is based and subject to the conditions set out in applicable law, such rights may include the right to request from the Company access to and rectification, erasure or portability of
Data, to restrict or object to the processing of Data, lodge a complaint with a supervisory authority and/or to receive a list with the names and addresses of any potential recipients
of  Data.  To  receive  additional  information  regarding  these  rights  or  to  exercise  these  rights,  the  Participant  can  contact  the  Company’s  data  privacy  representative  at
heiko.maniero@dg-datenschutz.de.

(g)

Necessary  Disclosure  of  Personal  Data.  The  Participant  understands  that  providing  the  Company  with  Data  is  necessary  for  the  performance  of  the
Agreement and that the Participant’s refusal to provide Data would make it impossible for the Company to perform its contractual obligations and may affect the Participant’s
ability to participate in the Plan.

(h)

Voluntariness and Consequences of Consent Denial or Withdrawal. Participation in the Plan is voluntary and the Participant is providing any consents
referred to herein on a purely voluntary basis. The Participant understands that he or she may withdraw any such consent at any time with future effect for any or no reason. If the
Participant does not consent, or if the Participant later seeks to withdraw the Participant’s consent, the Participant’s salary from or employment and career with the Employer will
not  be  affected;  the  only  consequence  of  refusing  or  withdrawing  the  Participant’s  consent  is  that  the  Company  would  not  be  able  to  grant  the  RSUs  or  other  awards  to  the
Participant  or  administer  or  maintain  the  RSUs.  For  more  information  on  the  consequences  of  refusal  to  consent  or  withdrawal  of  consent,  the  Participant  should  contact  the
Company’s data privacy representative at heiko.maniero@dg-datenschutz.de.

If the Participant is based outside of the EEA+, by accepting the RSUs and indicating consent via the Company’s online acceptance procedure, the Participant explicitly
declares  his  or  her  consent  to  the  entirety  of  the  Data  processing  operations  described  in  this  Section  9  including,  without  limitation,  access  to  Data  provided  by  the
Company to Broker or, as the case may be, a different service provider of the Company in the U.S.

10. Miscellaneous.

(a)

Section 409A. The RSUs awarded pursuant to this Agreement are intended to be exempt from or comply with the requirements of Section 409A of the
Code and the Treasury Regulations issued thereunder (“Section 409A”). The delivery of shares of Common Stock on the vesting of the RSUs may not be accelerated or deferred
unless permitted or required by Section 409A.

(b)

No Advice Regarding Grant. The Company is not providing any tax, legal or financial advice, nor is the Company making any recommendations

regarding participation in the Plan, or the acquisition or sale of the underlying shares of Common Stock. The Participant understands and agrees that he or she should consult with
the Participant’s own personal tax, legal and financial advisors regarding participation in the Plan before taking any action related to the Plan.

(c)

Governing Law and Venue. The provisions of this Agreement shall be governed by and interpreted in accordance with the laws of the State of Delaware,
excluding  choice-of-law  principles  of  the  law  of  such  state  that  would  require  the  application  of  the  laws  of  a  jurisdiction  other  than  the  State  of  Delaware.  For  purposes  of
litigating any dispute that arises directly or indirectly from the relationship of the parties evidenced by this grant or this Agreement, the parties hereby submit to the exclusive
jurisdiction of the State of New York and agree that such

 
 
litigation shall be conducted only in the courts of New York County, New York, or the federal courts for the United States for the Southern District of New York, and no other
courts, where this grant is made and/or to be performed.

(d)

Entire  Agreement;  Enforcement  of  Rights.  This  Agreement,  together  with  the  Plan,  sets  forth  the  entire  agreement  and  understanding  of  the  parties
relating to the subject matter herein and supersedes all prior discussions, agreements, commitments, or negotiations between the parties. No adverse modification or amendment
of this Agreement, nor any waiver of any rights under this Agreement, will be effective unless in writing and signed by the parties to this Agreement (which may be electronic).
The failure by either party to enforce any rights under this Agreement will not be construed as a waiver of any rights of such party.

(e)

Severability.  If  one  or  more  provisions  of  this  Agreement  are  held  to  be  unenforceable  under  applicable  laws,  the  parties  agree  to  renegotiate  such
provision in good faith. In the event that the parties cannot reach a mutually agreeable and enforceable replacement for such provision, then (a) such provision shall be excluded
from this Agreement, (b) the balance of this Agreement shall be interpreted as if such provision were so excluded, and (c) the balance of this Agreement shall be enforceable in
accordance with its terms.

(f)

Consent to Electronic Delivery and Participation. The Company may, in its sole discretion, decide to deliver any documents related to current or future
participation in the Plan by electronic means. The Participant hereby consents to receive such documents by electronic delivery and agrees to participate in the Plan through an
on-line or electronic system established and maintained by the Company or a third party designated by the Company.

(g)

Language. The Participant acknowledges that the Participant is proficient in the English language and, accordingly, understands the provisions of this
Agreement and the Plan. If the Participant has received this Agreement, or any other document related to the RSUs and/or the Plan translated into a language other than English
and if the meaning of the translated version is different than the English version, the English version will control.

(h)

Compliance  with  Law.  Notwithstanding  any  other  provision  of  the  Plan  or  this  Agreement,  unless  there  is  an  exemption  from  any  registration,
qualification or other legal requirement applicable to the shares of Common Stock, the Company shall not be required to deliver any shares issuable upon settlement of the RSU
prior to the completion of any registration or qualification of the shares under any local, state, federal or foreign securities or exchange control law or under rulings or regulations
of the U.S. Securities and Exchange Commission (“SEC”) or of any other governmental regulatory body, or prior to obtaining any approval or other clearance from any local,
state,  federal  or  foreign  governmental  agency,  which  registration,  qualification  or  approval  the  Company  shall,  in  its  absolute  discretion,  deem  necessary  or  advisable.  The
Participant understands that the Company is under no obligation to register or qualify the shares with the SEC or any state or foreign securities commission or to seek approval or
clearance from any governmental authority for the issuance or sale of the shares. Further, the Participant agrees that the Company shall have unilateral authority to amend the
Agreement without the Participant’s consent to the extent necessary to comply with securities or other laws applicable to issuance of shares.

(i)

Country-Specific Provisions.  The  RSUs  shall  be  subject  to  any  special  terms  and  conditions  set  forth  in  the  Appendix  for  the  Participant’s  country.
Moreover, if the Participant relocates to one of the countries included in the Appendix, the special terms and conditions for such country will apply to the Participant to the extent
the Company determines that the application of such terms and conditions is necessary or advisable for legal or administrative reasons. The Appendix constitutes part of this
Agreement.

(j)

Imposition of Other Requirements. The Company reserves the right to impose other requirements on Participant’s participation in the Plan, on the RSUs,
and on any shares of Common Stock issued upon the vesting of the RSUs, to the extent the Company determines it is necessary or advisable for legal or administrative reasons,
and to require the Participant to accept any additional agreements or undertakings that may be necessary to accomplish the foregoing.

(k)

Insider Trading/Market Abuse Laws. The Participant may be subject to insider trading restrictions and/or market abuse laws in applicable jurisdictions,
including, but not limited to, the United States and the Participant’s country, which may affect the Participant’s ability to accept, acquire, sell, or otherwise dispose of shares of
Common Stock, rights to shares of Common Stock (e.g., RSUs), or rights linked to the value of shares of Common

 
 
 
Stock  under  the  Plan  during  such  times  as  the  Participant  is  considered  to  have  “inside  information”  regarding  the  Company  (as  defined  by  the  laws  in  the  applicable
jurisdictions).  Insider  trading  laws  and  regulations  may  prohibit  the  cancellation  or  amendment  of  orders  the  Participant  placed  before  the  Participant  possessed  inside
information. Furthermore, the Participant could be prohibited from (i) disclosing the inside information to any third party, which may include fellow employees and (ii) “tipping”
third parties or causing them otherwise to buy or sell securities. Any restrictions under these laws or regulations are separate from and in addition to any restrictions that may be
imposed under the Company’s trading policy. Neither the Company nor any of its affiliates will be responsible for such restrictions or liable for the failure on the Participant’s part
to know and abide by such restrictions. The Participant should consult with his or her own personal advisor regarding compliance with such restrictions. 

(l)

Participant’s Acknowledgements. The Participant acknowledges that he or she: (i) has read this Agreement; (ii) has been represented in the preparation,
negotiation and execution of this Agreement by legal counsel of the Participant’s own choice or has voluntarily declined to seek such counsel; (iii) understands the terms and
consequences of this Agreement; (iv) is fully aware of the legal and binding effect of this Agreement; and (v) agrees that in accepting this award, to the extent permitted by law,
he or she will be bound by any clawback policy that the Company may adopt in the future.

[Remainder of Page Intentionally Left Blank]

 
 
Schrödinger, Inc.

COUNTRY-SPECIFIC APPENDIX TO

RESTRICTED STOCK UNIT AGREEMENT FOR NON-U.S. PARTICIPANTS

Granted under 2021 Inducement Equity Incentive Plan

Capitalized  terms  used  but  not  defined  in  this  Country-Specific  Appendix  (the  “Appendix”)  shall  have  the  same  meanings  assigned  to  them  in  the  Plan  or  the

Agreement.

Terms and Conditions

This Appendix, which is part of the Agreement, includes additional terms and conditions that govern the RSUs if the Participant works and/or resides in one of the
countries listed below. If the Participant is a citizen or resident of a country other than the one in which he or she is currently working (or is considered as such for local law
purposes), or if the Participant transfers employment or residency to a different country after receiving the RSUs, the Company will, in its discretion, determine the extent to
which the terms and conditions contained herein will be applicable to the recipient.

Notifications

This Appendix also includes information regarding certain other issues about which the Participant should be aware with respect to participation in the Plan. The
information  is  based  on  the  securities,  exchange  control  and  other  laws  in  effect  in  the  respective  countries  as  of  February  2021.  Such  laws  are  often  complex  and  change
frequently. As a result, the recipient should not rely on the information noted herein as the only source of information relating to the consequences of participation in the Plan
because the information may be out-of-date when the RSUs vest and/or the Participant sells any shares of Common Stock acquired under the Plan.

In addition, the information contained herein is general in nature and may not apply to the Participant’s particular situation. As a result, the Company is not in a
position to assure the Participant of any particular result. Accordingly, the Participant is strongly advised to seek appropriate professional advice as to how the relevant laws in the
recipient’s country may apply to his or her situation.

If the Participant is a citizen or resident of a country other than the one in which he or she is currently working (or is considered as such for local law purposes), or
transfers employment/residency to a different country after receiving the RSUs, the notifications contained in this Appendix may not be applicable to the Participant in the same
manner.

AUSTRALIA

Notifications

Tax Conditions. Subdivision 83A-C of the Income Tax Assessment Act 1997 (Cth) applies to the RSUs granted under the Plan, such that the RSU grant is intended to be subject
to deferred taxation.

Securities Law Information. This grant of RSUs is intended to comply with the provisions of the Corporations Act 2001, ASIC Regulatory Guide 49 and ASIC Class Order CO
14/1000. Additional details are set forth in the Australian Offer Document provided herewith.

Exchange Control Information. If the Participant is an Australian resident, exchange control reporting is required for cash transactions exceeding AUD10,000 and international
fund transfers. If an Australian bank is assisting with the transaction, the bank will file the report on the Participant’s behalf. If there is no Australian bank involved with the
transfer, the Participant will be required to file the report.

 
 
 
 
 
 
 
 
 
FRANCE

Terms and Conditions

Consent to Receive Information in English. By accepting the RSUs, the Participant confirms having read and understood the Plan and the Agreement, including all terms and
conditions included therein, which were provided in the English language. The Participant accepts the terms of those documents accordingly.

En acceptant les RSUs, le Titulaire de les RSUs confirme avoir lu et compris le Plan et le Contrat y relatifs, incluant tous leurs termes et conditions, qui ont été transmis en
langue anglaise. Le Titulaire de les RSUs accepte les dispositions de ces documents en connaissance de cause.

Notifications

Tax Information.  The  RSUs  are  not  intended  to  qualify  for  special  tax  and  social  security  treatment  applicable  to  restricted  stock  units  granted  under  Section  L.225-197-1  to
L.225-197-6 of the French Commercial Code, as amended.

Exchange Control Information. If the Participant imports or exports cash (e.g., proceeds from the sale of shares of Common Stock acquired under the Plan) with a value equal to
or exceeding a certain threshold (currently €10,000), and does not use a financial institution to do so, he or she must submit a report to the customs and excise authorities.

Foreign Asset/Account Reporting Information. If the Participant holds cash or shares of Common Stock outside of France, the Participant must declare all foreign bank and
brokerage accounts (including any accounts that were opened or closed during the tax year) on an annual basis, on form No. 3916, together with their income tax return. It is the
Participant’s responsibility to comply with French foreign asset and account reporting requirements, and neither the Company nor the Employer will be liable for any resulting
fines or penalties.

GERMANY

Notifications

Exchange Control Information. Cross-border payments in excess of €12,500 in connection with the purchase or sale of securities (e.g., transfer of proceeds from the sale of shares
of Common Stock into Germany) must be reported monthly to the German Federal Bank. In the event that German residents make or receive a payment in excess of this amount,
the resident must report the payment to Bundesbank electronically using the “General Statistics Reporting Portal” (Allgemeines Meldeportal Statistik) available via Bundesbank’s
website: www.bundesbank.de.

Foreign Asset/Account Reporting Information. If the acquisition of shares of Common Stock under the Plan leads to a “qualified participation” at any point during the calendar
year, the Participant will need to report the acquisition when the Participant files his or her tax return for the relevant year. A qualified participation is attained if (i) the value of
the shares of Common Stock acquired exceeds €150,000 or (ii) in the unlikely event the Participant holds shares of Common Stock exceeding 10% of the Company’s total
Common Stock.

INDIA

Notifications

Exchange  Control  Information.  Indian  residents  are  required  to  repatriate  the  proceeds  from  the  sale  of  shares  of  Common  Stock  to  India  within  specified  timeframes.  The
Participant must retain the foreign inward remittance certificate received from the bank where the foreign currency is deposited in the event that the Reserve Bank of India or the
Employer requests proof of repatriation. It is the Participant’s responsibility to comply with these requirements. Neither the Company nor the Employer will be liable for any fines
or penalties resulting from the Participant’s failure to comply with any applicable laws.

Foreign Asset/Account Reporting Information. Indian residents are required to declare any foreign bank accounts and any foreign financial assets (including shares of Common
Stock held outside of India) in their annual tax returns. The

 
 
 
 
 
  
 
 
 
Participant is responsible for complying with this reporting obligation and should confer with his or her personal tax advisor to determine the Participant’s obligations in this
regard.

IRELAND

Notifications

Director Notification Obligation. If the Participant is a director, shadow director, or secretary of an Irish affiliate, the Participant is required to notify such Irish affiliate in writing
if the Participant receives or disposes of an interest in the Company representing more than 1% of the Company’s voting share capital (e.g., RSUs, shares of Common Stock, etc.),
if the Participant becomes aware of the event giving rise to such notification requirement, or if the Participant becomes a director, shadow director, or secretary of an Irish affiliate
if such an interest exists at the time. This notification requirement also applies with respect to the interests of a spouse or children under the age of 18 (whose interests will be
attributed to the director, shadow director, or secretary).

JAPAN

Notifications

Foreign Asset / Account Reporting Information. The Participant will be required to report details of any assets held outside of Japan as of December 31st to the extent such assets
have a total net fair market value exceeding ¥50,000,000. Such report will be due by March 15th each year. The Participant should consult with his or her personal tax advisor as
to whether the reporting obligation applies to him or her and whether the requirement extends to any outstanding RSUs, shares of Common Stock and/or cash acquired under the
Plan.

UNITED KINGDOM

Terms and Conditions

Tax Matters. The following provision supplements Section 8 of the Agreement:

Without limitation to Section 8 of the Agreement, the Participant agrees that the Participant is liable for all Tax-Related Items and hereby covenants to pay all such
Tax-Related  Items,  as  and  when  requested  by  the  Company  or  the  Employer  or  by  Her  Majesty’s  Revenue  and  Customs  (“HMRC”)  (or  any  other  tax  authority  or  any  other
relevant authority). The Participant also agrees to indemnify and keep indemnified the Company and the Employer against any Tax-Related Items that they are required to pay or
withhold or have paid or will pay to HMRC (or any other tax authority or any other relevant authority) on the Participant’s behalf.

Notwithstanding the foregoing, if the Participant is a director or an executive officer of the Company (within the meaning of such terms for purposes of Section
13(k) of the Exchange Act), the Participant acknowledges that the Participant may not be able to indemnify the Company or the Employer for the amount of any income tax not
collected from or paid by the Participant, as it may be considered a loan. In this case, the amount of any income tax not collected within 90 days of the end of the U.K. tax year in
which  the  event  giving  rise  to  the  Tax-Related  Item(s)  occurs  may  constitute  an  additional  benefit  to  the  Participant  on  which  additional  income  tax  and  National  Insurance
contributions (“NICs”) may be payable. The Participant will be responsible for reporting and paying any income tax due on this additional benefit directly to HMRC under the
self-assessment regime and for reimbursing the Company or the Employer (as appropriate) for the value of any employee NICs due on this additional benefit, which the Company
or the Employer may recover from the Participant by any of the means referred to in the Plan or Section 8 of the Agreement.

NIC Joint Election. As a condition of participation in the Plan and the vesting and settlement of the Award or receipt of any benefit in connection with the Award, the Participant
agrees to accept any liability for secondary Class 1 NICs that may be payable by the Company or the Employer (or any successor to the Company or the Employer) in connection
with the RSUs and any event giving rise to Tax-Related Items (the “Employer’s Liability”).Without prejudice to the foregoing, the Participant agrees to enter into the following
joint election with the Company, the form

 
 
 
 
 
of such joint election being formally approved by HMRC (the “Joint Election”), and any other required consent or elections. The Participant further agrees to enter into such other
Joint Elections as may be required between the Participant and any successor to the Company and/or the Employer for the purpose of continuing the effectiveness of the Joint
Election. The Participant further agrees that the Company and/or the Employer may collect the Employer’s Liability from the Participant by any of the means set forth in the Plan
or Section 8 of the Agreement.

If the Participant does not enter into the Joint Election prior to the vesting of the RSUs or any other event giving rise to Tax-Related Items, the Participant will not
be entitled to vest in the RSUs and receive shares of Common Stock (or receive any other benefit in connection with the RSUs) unless and until the Participant enters into the
Joint Election, and no shares of Common Stock or other benefit will be issued to the Participant under the Plan, without any liability to the Company, the Employer or any other
service recipient.

 
 
Schedule A

Automatic Sale Instructions

The undersigned hereby consents and agrees that any taxes due on a vesting date as a result of the vesting of RSUs on such date shall be paid through an automatic

sale of shares as follows:

(a)

Upon any vesting of RSUs pursuant to Section 2 hereof, the Company shall arrange for the sale of such number of shares of Common Stock issuable
with respect to the RSUs that vest pursuant to Section 2 as is sufficient to generate net proceeds sufficient to satisfy the Company’s minimum statutory withholding obligations
with respect to the income recognized by the Participant upon the vesting of the RSUs (based on minimum statutory withholding rates for all tax purposes, including payroll and
social security taxes, that are applicable to such income), and the net proceeds of such sale shall be delivered to the Company in satisfaction of such tax withholding obligations.

(b)

The Participant hereby appoints the Chief Executive Officer, the Chief Financial Officer and the Chief Legal Officer (or a person holding a similar title),
and any of them acting alone and with full power of substitution, to serve as his or her attorneys in fact to arrange for the sale of the Participant’s Common Stock in accordance
with this Schedule A. The Participant agrees to execute and deliver such documents, instruments and certificates as may reasonably be required in connection with the sale of the
shares pursuant to this Schedule A.

(c)

The Participant represents to the Company that, as of the date hereof, he or she is not aware of any material nonpublic information about the Company
or the Common Stock and is not subject to any restriction on trading activities with respect to the Common Stock pursuant to any Company insider trading policy or other policy.
The Participant and the Company have structured this Agreement, including this Schedule A, to constitute a “binding contract” relating to the sale of Common Stock, consistent
with the affirmative defense to liability under Section 10(b) of the Securities Exchange Act of 1934 under Rule 10b5-1(c) promulgated under such Act.

The Company shall not deliver any shares of Common Stock to the Participant until it is satisfied that all required withholdings have been made.

Participant: _____________________

Date: __________________________

 
 
 
 
 
 
 
 
 
 
 
 
 
Consent of Independent Registered Public Accounting Firm

Exhibit 23.1

The Board of Directors
Schrödinger, Inc.:

We consent to the incorporation by reference in the registration statement (No. 333-236297) on Form S-8 of Schrödinger, Inc. and subsidiaries (the Company) of
our report dated March 4, 2021, with respect to the consolidated balance sheets of Schrödinger, Inc. and subsidiaries as of December 31, 2020 and 2019, the
related consolidated statements of operations, comprehensive loss, convertible preferred stock and stockholders’ equity (deficit), and cash flows for the years
then ended, and the related notes, which report appears in the December 31, 2020 annual report on Form 10-K of the Company.

Portland, Oregon
March 4, 2021

/s/ KPMG LLP

 
 
CERTIFICATION OF PRINCIPAL EXECUTIVE OFFICER
PURSUANT TO RULES 13a-14(a) AND 15d-14(a) UNDER THE SECURITIES
EXCHANGE ACT OF 1934, AS ADOPTED PURSUANT TO SECTION 302 OF THE SARBANES-OXLEY ACT OF 2002

I, Ramy Farid, certify that:

EXHIBIT 31.1

1.

2.

3.

4.

I have reviewed this Annual Report on Form 10-K of Schrödinger, Inc.;

Based on my knowledge, this report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this
report;

Based on my knowledge, the financial statements, and other financial information included in this report, fairly present in all material respects the
financial condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this report;

The registrant’s other certifying officer(s) and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-
15(f)) for the registrant and have:

a.

b.

c.

d.

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our
supervision, to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by
others within those entities, particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our
supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for
external purposes in accordance with generally accepted accounting principles;

Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our conclusions about the
effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the registrant’s internal control over financial reporting that occurred during the registrant’s most
recent fiscal quarter (the registrant’s fourth fiscal quarter in the case of an annual report) that has materially affected, or is reasonably
likely to materially affect, the registrant’s internal control over financial reporting; and

5.

The registrant’s other certifying officer(s) and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
registrant’s auditors and the audit committee of the registrant’s board of directors (or persons performing the equivalent functions):

a.

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are
reasonably likely to adversely affect the registrant’s ability to record, process, summarize and report financial information; and

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b.

Any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal
control over financial reporting.

Date: March 4, 2021

/s/ Ramy Farid
 President and Chief Executive Officer (Principal Executive Officer)

 
 
 
 
 
 
CERTIFICATION OF PRINCIPAL FINANCIAL OFFICER
PURSUANT TO RULES 13a-14(a) AND 15d-14(a) UNDER THE SECURITIES
EXCHANGE ACT OF 1934, AS ADOPTED PURSUANT TO SECTION 302 OF THE SARBANES-OXLEY ACT OF 2002

I, Joel Lebowitz, certify that:

EXHIBIT 31.2

1.

2.

3.

4.

I have reviewed this Annual Report on Form 10-K of Schrödinger, Inc.;

Based on my knowledge, this report does not contain any untrue statement of a material fact or omit to state a material fact necessary to make the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this
report;

Based on my knowledge, the financial statements, and other financial information included in this report, fairly present in all material respects the
financial condition, results of operations and cash flows of the registrant as of, and for, the periods presented in this report;

The registrant’s other certifying officer(s) and I are responsible for establishing and maintaining disclosure controls and procedures (as defined in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-
15(f)) for the registrant and have:

a.

b.

c.

d.

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our
supervision, to ensure that material information relating to the registrant, including its consolidated subsidiaries, is made known to us by
others within those entities, particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our
supervision, to provide reasonable assurance regarding the reliability of financial reporting and the preparation of financial statements for
external purposes in accordance with generally accepted accounting principles;

Evaluated the effectiveness of the registrant’s disclosure controls and procedures and presented in this report our conclusions about the
effectiveness of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the registrant’s internal control over financial reporting that occurred during the registrant’s most
recent fiscal quarter (the registrant’s fourth fiscal quarter in the case of an annual report) that has materially affected, or is reasonably
likely to materially affect, the registrant’s internal control over financial reporting; and

5.

The registrant’s other certifying officer(s) and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
registrant’s auditors and the audit committee of the registrant’s board of directors (or persons performing the equivalent functions):

a.

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are
reasonably likely to adversely affect the registrant’s ability to record, process, summarize and report financial information; and

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b.

Any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal
control over financial reporting.

Date: March 4, 2021

/s/ Joel Lebowitz
 Chief Financial Officer (Principal Financial Officer)

 
 
 
 
 
 
CERTIFICATION OF PRINCIPAL EXECUTIVE OFFICER PURSUANT TO 18 U.S.C. SECTION 1350, AS ADOPTED PURSUANT TO SECTION
906 OF THE SARBANES-OXLEY ACT OF 2002

Pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, the undersigned officer of Schrödinger,

Inc. (the “Company”) hereby certifies, to his knowledge, that:

Exhibit 32.1

the accompanying Annual Report on Form 10-K of the Company for the fiscal year ended December 31, 2020 (the “Report”) fully
complies with the requirements of Section 13(a) or Section 15(d), as applicable, of the Securities Exchange Act of 1934, as amended;
and

the information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the
Company.

(i)

(ii)

Date: March 4, 2021

/s/ Ramy Farid
 President and Chief Executive Officer (Principal Executive Officer)

 
 
 
 
 
 
 
 
 
 
 
CERTIFICATION OF PRINCIPAL FINANCIAL OFFICER PURSUANT TO 18 U.S.C. SECTION 1350, AS ADOPTED PURSUANT TO SECTION
906 OF THE SARBANES-OXLEY ACT OF 2002

Pursuant to 18 U.S.C. Section 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, the undersigned officer of Schrödinger,

Inc. (the “Company”) hereby certifies, to his knowledge, that:

(i)

(ii)

the accompanying Annual Report on Form 10-K of the Company for the fiscal year ended December 31, 2020 (the “Report”) fully
complies with the requirements of Section 13(a) or Section 15(d), as applicable, of the Securities Exchange Act of 1934, as amended;
and

the information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the
Company.

Exhibit 32.2

Date: March 4, 2021

/s/ Joel Lebowitz
 Chief Financial Officer (Principal Financial Officer)