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Duos Technologies Group, Inc.

duot · NASDAQ Technology
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FY2023 Annual Report · Duos Technologies Group, Inc.
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
———————
FORM 10-K
———————

☒ ANNUAL REPORT UNDER SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

for the fiscal year ended December 31, 2023

☐ TRANSITION REPORT UNDER SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the transition period from: _____________ to _____________

Commission file number: 000-55497
———————
DUOS TECHNOLOGIES GROUP, INC.
(Exact name of registrant as specified in its charter)
———————

Florida
(State or Other Jurisdiction of Incorporation)

65-0493217
(I.R.S. Employer Identification No.)

7660 Centurion Parkway, Suite 100
Jacksonville, Florida 32256
(Address of Principal Executive Offices)

(904) 296-2807
(Registrant’s telephone number, including area code)

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

Title of each class
Common Stock, par value $0.001 per share

Trading Symbol(s)
DUOT

Name of each exchange on which registered
The NASDAQ Capital Market

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act. Yes ☐   No ☒

Indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or Section 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 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 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: ☐

If  securities  are  registered  pursuant  to  Section  12(b)  of  the Act,  indicate  by  check  mark  whether  the  financial  statements  of  the  registrant  included  in  the  filing  reflect  the
correction of an error to previously issued financial statements. ☐

Indicate  by  check  mark  whether  any  of  those  error  corrections  are  restatements  that  required  a  recovery  analysis  of  incentive-based  compensation  received  by  any  of  the
registrant’s executive officers during the relevant recovery period pursuant to §240.10D-1(b). ☐

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act.) Yes ☐   No ☒

The aggregate market value of the registrant’s voting and non-voting common equity held by non-affiliates computed by reference to the average bid and asked price of such
common  equity  on  June  30,  2023,  was  $26,153,446. As  of  March  28,  2024,  the  registrant  has  one  class  of  common  equity,  and  the  number  of  shares  outstanding  of  such
common equity is 7,306,663.

Documents Incorporated by Reference: None.

 
 
 
 
 
 
 
 
 
 
 
 
 
 
  
  
  
  
 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC.
2023 FORM 10-K ANNUAL REPORT

TABLE OF CONTENTS

PART I

Item 1.

Business

Item 1A.

Risk Factors

Item 1B.

Unresolved Staff Comments

Item 1C.

Cybersecurity

Item 2.

Item 3.

Item 4.

Item 5.

Item 6.

Item 7.

Properties

Legal Proceedings

Mine Safety Disclosures

PART II

Market for Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities

[Reserved]

Management’s Discussion and Analysis of Financial Condition and Results of Operation

Item 7A.

Quantitative and Qualitative Disclosures About Market Risk

Item 8.

Item 9.

Financial Statements and Supplementary Data

Changes In and Disagreements With Accountants on Accounting and Financial Disclosure

Item 9A.

Controls and Procedures

Item 9B.

Other Information

Item 9C.

Disclosure Regarding Foreign Jurisdictions that Prevent Inspections

PART III

Item 10.

Directors, Executive Officers and Corporate Governance

Item 11.

Executive Compensation

Item 12.

Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters

Item 13.

Certain Relationships and Related Transactions, and Director Independence

Item 14.

Principal Accountant Fees and Services

Item 15.

Exhibit and Financial Statement Schedules

Item 16.

Form 10-K Summary

SIGNATURES

PART IV

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FORWARD-LOOKING STATEMENTS

The following discussion should be read in conjunction with the financial statements and related notes contained elsewhere in this Form 10-K. Certain statements made in this
discussion  are  “forward-looking  statements”  within  the  meaning  of  Section  27A  of  the  Securities Act  of  1933,  as  amended  (the  “Securities Act”)  and  Section  21E  of  the
Securities Exchange Act of 1934, as amended (the “Exchange Act”). Forward-looking statements can be identified by terminology such as “may”, “will”, “should”, “expects”,
“intends”,  “anticipates”,  “believes”,  “estimates”,  “predicts”,  or  “continue”  or  the  negative  of  these  terms  or  other  comparable  terminology  and  include,  without  limitation,
statements  below  regarding  our  business  plans,  the  ability  to  raise  working  capital  and  expectations  as  to  market  acceptance  of  our  products.  Forward-looking  statements
involve  risks  and  uncertainties  and  there  are  important  factors  that  could  cause  actual  results  to  differ  materially  from  those  expressed  or  implied  by  these  forward-looking
statements. These factors include, but are not limited to, our ability to continue as a going concern, our ability to generate sufficient cash to continue and expand operations, the
competitive environment generally and in our specific market areas, changes in technology, the availability of and the terms of financing, changes in costs and availability of
goods and services, economic conditions in general and in our specific market areas, changes in federal, state and/or local government laws and regulations potentially affecting
the use of our technology, changes in operating strategy or development plans and the ability to attract and retain qualified personnel. Although we believe that expectations
reflected in the forward-looking statements are reasonable, we cannot guarantee future results, performance or achievements. Indeed, it is likely that some of our assumptions
may  prove  to  be  incorrect.  Our  actual  results  and  financial  position  may  vary  from  those  projected  or  implied  in  the  forward-looking  statements  and  the  variances  may  be
material. Moreover, we do not assume responsibility for the accuracy and completeness of these forward-looking statements. The Company is under no duty to update any
forward-looking statements after the date of this report, except as may be required by law.

ii 

 
 
 
 
 
 
 
Item 1. Business.

Our Corporate History

PART I

Information  Systems  Associates,  Inc.  (“ISA”)  was  incorporated  in  Florida  on  May  31,  1994.  Our  original  business  operations  consisted  of  consulting  services  for  asset
management  of  large  corporate  data  centers  and  the  development  and  licensing  of  information  technology  (“IT”)  asset  management  software.  In  late  2014,  ISA  entered
negotiations with Duos Technologies, Inc. (“duostech™”) for the purposes of executing a merger between the two organizations (also known as a “reverse triangular merger”).
Incorporated under the laws of Florida on November 30, 1990, duostech™ operated in various industry segments, specializing in the design, development and deployment of
proprietary technology applications and turn-key engineered systems. This transaction was completed on April 1, 2015, whereby duostech™ became a wholly owned subsidiary
of ISA. After the merger was completed, ISA changed its corporate name to Duos Technologies Group, Inc. The Company, based in Jacksonville, Florida, oversees its wholly
owned  subsidiary,  duostech™  and  employs  approximately  71  people  and  is  a  technology  company  which  designs,  develops,  deploys  and  operates  intelligent  technology
solutions with a focus on software applications and artificial intelligence (“AI”). The Company has a strong portfolio of intellectual property. The Company’s headquarters are
located at 7660 Centurion Parkway, Suite 100, Jacksonville, Florida 32256 and main telephone number is (904) 296-2807.

Overview

The Company, operating under its brand name  duostech, develops and deploys technology systems with focus on inspecting and evaluating moving vehicles. Its technology
focus  is  within  the  Vision  Technology  market  sector  and,  more  specifically,  the  Machine  Vision  subsector.  Machine  Vision  companies  provide  imaging-based  automatic
inspection  and  analysis  for  process  control  for  industry  with  potential  expansion  into  other  markets.  Duos  has  developed  key  technologies  over  the  past  several  years  in
software,  industry  specific  hardware  and  artificial  intelligence  and  has  demonstrated  industrial  strength  usability  of  its  systems  supporting  rail,  logistics  and  intermodal
businesses  that  streamline  operations,  improve  safety  and  reduce  costs.  Our  team  includes  engineering  subject  matter  expertise  in  hardware,  software,  and  information
technology as well as industry specific applications of artificial intelligence also referred to as Expert Artificial Intelligence. We also have specific industry experts in the rail
industry on staff and as consultants.

Duos is currently developing industry solutions for its target markets which will address rail, trucking, aviation and other vehicle-based processes. Duos’ initial offering, the
Railcar Inspection Portal (RIP), provides both freight and transit railroad customers and select government agencies the ability to conduct fully remote railcar inspections of
trains while they are moving at full speed. The RIP utilizes a variety of sophisticated optical, laser and speed sensors to scan each passing railcar to create a high-resolution
image-set  of  the  top,  sides  and  undercarriage. These  images  are  then  processed  with  our  edge  data  center  using  artificial  intelligence  (AI)  algorithms  to  identify  safety  and
security defects on each railcar. The algorithms are developed in conjunction with industrial application experts, in this case resident Railcar Mechanical Engineers, to provide
specific guidance in the analysis (“human in the loop”). Within seconds of the railcar passing through the RIP, a detailed report is sent to the customer where they are able to
take action on identified issues. This solution has the potential to transform the railroad industry immediately increasing safety, improving efficiency and reducing costs. The
Company has already deployed this system with several Class 1 railroads and anticipates an increased demand from transit and other railroad customers along with selected
government agencies that operate and/or manage rail traffic. The Company has deployed RIPs in Canada, Mexico and the United States and anticipates expanding this solution
into Europe, Asia and the Middle East in coming years.

The  Company  has  also  developed  the Automated  Logistics  Information  System  (ALIS)  which  automates  gatehouse  operations  where  transport  trucks  enter  and  exit  large
logistics  and  intermodal  facilities.  This  solution  incorporates  a  similar  set  of  sensors,  data  processing  and  artificial  intelligence  to  streamline  the  customer’s  logistics
transactions and tracking and can also automate the security and safety inspection if called for. The Company has already deployed this system with one large North American
retailer and anticipates increased demand from other large retailers, railroad intermodal operators and select government agencies that manage logistics and border crossing
points. The Company is evaluating other solutions for moving vehicles including aircraft, which could provide similar benefits in terms of safety and efficiency for required
inspections as part of an operations process.

1 

 
 
 
 
 
 
 
 
We have developed two proprietary solutions that operate our software and artificial intelligence. centraco® is an Enterprise Information Management Software platform that
consolidates data and events from multiple sources into a unified and distributive user interface. Customized to the end user’s Concept of Operations (CONOPS), it provides
improved situational awareness and data visualization for operational objectives compared to traditional manual inspections. truevue360™ is our fully integrated platform that
we  utilize  to  develop  and  deploy Artificial  Intelligence  (AI)  algorithms,  including  Machine  Learning,  Computer Vision,  Object  Detection  and  Deep  Neural  Network-based
processing for real-time applications.

These same Artificial Intelligence applications have begun to open up other opportunities for the Company to provide revenue producing solutions with potentially high market
adoption.

In 2021, the Company ended support of its IT Asset Management (ITAM) solution which cataloged results for data center asset inventory and audit services. We are currently
evaluating using our current operations experience within “edge data centers” (as deployed for our Railcar Inspection Portal) to drive additional revenues within other markets
requiring this type of solution although no specific offering has been developed at this time.

In the last quarter of 2022, the Company elected not to renew a support contract for its Integrated Correctional Automation System (iCAS) for one customer. The Company
subsequently sold its iCAS assets to a buyer during the second quarter of 2023 for $165,000 via a convertible note.

The year 2023 ushered in a new phase in the Company’s development. Although we continue to see an extension of challenges faced in 2022, we also see positive changes and
opportunities for our business that will be discussed in greater detail herein. They include:

·

·

·

Introducing a new “subscription” based offering for access to data and images by a much broader target market including Class 1 railroads, railcar owners and lessors,
and short-line railroads.

Owning and operating a network of RIPs with multiple subscribers outside of the Company’s traditional customer base.

Selling customized RIPs to Class 1, short-line and other industrial companies where specialized applications or routes demand a bespoke solution.

duostech™

Railcar Inspection Portal (rip®)

Federal regulations require each railcar/train to be inspected for mechanical defects prior to leaving a rail yard. Founded in 1934, the Association of American Railroads (AAR)
is  responsible  for  setting  the  standards  for  the  safety  and  productivity  of  the  U.S./North  American  freight  rail  industry,  and  by  extension,  has  established  the  inspection
parameters  for  the  rail  industry’s  rolling  stock. Also  known  as  the  “Why  Made”  codes,  the AAR  established  approximately  110  inspection  points  under  its  guidelines  for
mechanical inspections.

Under current practice, inspections are conducted manually, a very labor intensive and inefficient process that only covers a select number of inspection points and can take
several hours per train. We believe our Railcar Inspection Portal has the potential to reduce this inspection to minutes while the train is moving at speed, improving safety,
reducing dwell time and optimizing maintenance.

2 

 
 
 
 
 
 
 
 
 
 
 
 
  
  
 
 
 
Our system combines high-definition image and data capture technologies with our AI-based analytics applications that are typically installed on active tracks located between
two rail yards. We inspect railcars traveling through our inspection portal at speeds of up to 70 mph and report mechanical anomalies detected by our system to the inbound
train yard, well ahead of the train entering the yard.

Currently, three Class 1 railroads and several transit and international railroads use our rip® technology with one of those railroads broadly deploying the technology across its
network.

The Company continues to expand its detection capabilities through the development and integration of additional sensor technologies to include laser, infrared, thermal, sound
and x-ray to process AI-based analytics of inspection points. Currently the Company has a high-reliability catalog of over 48 artificial intelligence algorithms which can be
integrated into the RIP to enhance mechanical anomalies detections. These detections support railroads in the active maintenance and overall safety of their railcar fleet and
networks.

Markets

We believe the opportunity for our Railcar Inspection Portal business is substantial and continues to be our number one priority. We are currently engaged with the RIP solution
with three of seven Class 1 railroad operators with 13 systems already deployed across the North American rail network. Because of our early leadership position, we have been
able to accumulate experience and intellectual property that we believe would be time-consuming and expensive for a new competitor to replicate. Furthermore, we believe we
have the ability to upgrade and scale our solutions with additional technologies in the future. We believe that the current market for our technologies is substantial. At the same
time, we recognize that the technology life cycle is fast and evolving. Potential competitors could move into this sector, and it is possible that some Class 1 railroads could
develop their own solutions that limit our total addressable market.

In late 2022, the Company announced it will pursue a subscription platform for the RIPs. Under this new model, the Company will build, own and operate its RIP product and
offer  the  data  access  for  each  portal  to  potential  customers. This  expansion  of  the  RIP  offering  would  potentially  open  up  the  addressable  market  to  other  railroads,  railcar
owners, and car lessors. This shift increases the pool of potential customers by lowering the entry point for the RIP and would reshape the Company’s working capital needs to
invest in the construction of a RIP ahead of customer revenue inflows. The Company continues to explore this expansion on the long-term effects it may have on future cash
flows.

Another market we are pursuing as our second priority is using our Automated Logistics and Information Systems solution (alis™). Potential customers include commercial
retail logistics and intermodal operators, Class 1 rail intermodal operators that are moving large amounts of automobiles, and U.S. Government agencies such as the Department
of Defense and the Department of Homeland Security. Today, we currently have 20 production systems in use, but we believe the greenfield opportunity here to be substantial.
We have identified over 900 lanes of traffic within nearly 300 facilities as potential business opportunities in the near-term.

Currently, we are focused on the North American market, but plan to expand globally in the future with interest from Europe, Asia and the Middle East.

Patents and Trademarks

The Company holds a number of patents and trademarks for our technology solutions. We protect our intellectual property rights by relying on federal, state, and common law
rights, as well as contractual restrictions. We control access to our proprietary technology by entering into confidentiality and invention assignment agreements with all of our
employees and contractors, and confidentiality agreements with third parties. We also actively engage in monitoring activities with respect to infringing uses of our intellectual
property by third parties.

3 

 
 
 
 
 
 
 
 
 
 
 
 
Specific Areas of Competition

One of our primary commercial goals is to develop innovative technology solutions and target potential “greenfield” market spaces in order to maximize our business footprint
and give us the ability to help define the market parameters for the future.

Other companies that participate in the visual and optical (laser) based railcar inspection systems market include Wabtec (Beena Vision), KLD Labs, WID, IEM, and Camlin
Rail. Some Class 1 railroads have stated that they are developing “in-house” solutions. We believe that Duos has a significant competitive advantage in that we have multiple
years of deployment experience, have access to millions of images where our RIP has performed scans with AI analysis and in-house industry expertise to train our systems and
make identification of common problems more automated.

Our Automated Logistics Information System (ALIS) also represents an opportunity to expand into a mature market that we believe has a significant technology gap.  While
most facilities, such as distribution centers, that process commercial trucks in and out have sophisticated software management applications for logistics control, they have most
often not implemented an advanced gatehouse automation solution. Historically, this category was referred to as “Automated Gate Systems” or AGS.  The purpose of AGS
technology is to streamline entry in to and exit out of facilities.  The marketplace for this was mostly seaports and intermodal transfer facilities and was relatively expensive
technology to deploy. 

Our Growth Strategy

Vision

The Company designs, develops, deploys and operates intelligent technology solutions for inspecting and evaluating moving objects. Its technology application focus is within
the rail and intermodal markets which offers imaging-based automatic inspection and analysis for process control for industry with potential expansion into other markets.

Objectives

·

·

·

·

·

·

·

Improve our operational and technical execution, customer satisfaction and implementation speed.

Expand Rail Inspection Portal and Automated Logistics Information System with current and future customers in Rail, Logistics and U.S. Government sectors.

Offer both CAPEX (one-time sale) and Subscription pricing models that seek to increase recurring revenue and improve profitability.

Form strategic partnerships that improve market access and credibility.

Improve policy, processes, and toolsets to become a viable platform for internal growth and for mergers and acquisitions.

Thoughtfully execute mergers and acquisitions to expand offerings and/or capabilities.

Promote a performance-based work force where employees enjoy their work and are incentivized to excel and innovate.

4 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Organic Growth

Our  organic  growth  strategy  is  to  continue  our  focus  and  prioritization  in  the  rail,  logistics  and  intermodal  market  space.  In  this  regard,  the  Company  has  made  significant
changes  in  the  senior  management  team  to  include  a  new  Chief  Executive  Officer,  who  joined  the  Company  in  September  2020  and  has  years  of  experience  successfully
leading start-up and turn-around companies. In addition, a key account executive from one of Duos’ competitors joined the team during late 2022 to support the continued
revenue growth of the business bringing significant sales experience focused around the rail market. In the third quarter of 2023, the Company also brought on a new Chief
Commercial Officer bringing significant experience from the sales and operations aspects of the intermodal and power industries. In 2021, the Company also hired a new Chief
Technology  Officer  bringing  25  years  of  experience  in  designing  and  delivering  value  driven  technologies.  Our  new  CTO  has  already  led  the  team  through  instrumental
changes to its approach to software and artificial intelligence development. The team also saw a change in CFO in late 2022 with the new CFO bringing significant experience
in growth for asset-intensive businesses which aligns with the subscription format the Company will expand into.

The  new  leadership  team’s  focus  is  to  improve  operational  and  technical  execution  which  will  in  turn  enable  the  commercial  side  of  the  business  to  expand  RIP  and ALIS
delivery into existing and new customers. Even though supply chain issues are expected to continue in 2024, the Company’s primary customers have indicated readiness to
order more equipment and services based upon the Company’s current performance and the new subscription offerings expands the universe of potential customers.

Additionally, the CEO has directed that the Company make continual engineering and software upgrades to the RIP to meet anticipated Federal Railroad Association (FRA) and
Association of American Railroad (AAR) standards.

Manufacturing and Assembly

The Company designs and develops technology solutions using a combination of in-house fabrication, commercial off-the-shelf technology, and outsourced manufacturing. On-
site installations are performed using a combination of in-house project managers and engineers and using third-party sub-contractors as needed. Throughout the process of
design, develop, deploy and operate, the Company maintains responsibility for all aspects. Our internal manufacturing operations consist primarily of materials procurement,
assembly, testing and quality control by our engineers. If not manufactured internally, we use third-party manufacturing partners to produce our hardware related components
and hardware products and we most often complete final assembly, testing and quality control processes for these components and products. Our manufacturing processes are
based  on  standardization  of  components  across  product  types,  centralization  of  assembly  and  distribution  centers,  and  a  “build-to-order”  methodology  in  which  products
generally are built only after customers have placed firm orders. For most of our hardware products, we have existing alternate sources of supply.

For 2024 and possibly beyond, we expect to face significant challenges with macro-economic impacts, specifically inflation and supply chain disruption. Although these started
to be identified in late 2021, we believe they continue to manifest themselves in ways that could challenge our business growth in the future. Specifically, the ability to source
key components and certain implementation services will dictate just how quickly the Company can meet desired installation deadlines. In the industries in which we operate,
the time from concept to contract can be substantial. Although we are now adapting to these challenges, previous bids that have been submitted could be challenging to execute
within  the  financial  framework  and  execution  times  originally  envisaged.  We  continue  to  have  dialogue  with  our  customers  regarding  potential  price  increases  and
implementation delays, but we may suffer some economic impacts as a result of this. Revenue recognition could be delayed as a result of these factors and profitability could be
impacted due to higher costs for materials and other services. The Company will continue to monitor the situation and update shareholders as the situation unfolds.

Research and Development

The Company’s R&D and software development teams design and develop all systems and software applications with a combination of full-time in-house software engineers
and  outside  contractors.  Internal  development  allows  us  to  maintain  technical  control  over  the  design  and  development  of  our  products.  Rapid  technological  advances  in
hardware and software development, evolving standards in computer hardware and software technology, and changing customer requirements characterize the markets in which
we compete. We plan to continue to dedicate significant resources to research and development efforts, including software development, to maintain and improve our current
product and services offerings.

5 

 
 
 
 
 
 
 
 
 
 
 
Government Regulations

The  Company  has  worked  with  various  agencies  of  the  federal  government  for  more  than  10  years  including  the  Department  of  Homeland  Security  (“DHS”).  When  our
solutions  have  been  deployed  into  these  agencies,  they  meet  specific  requirements  for  certification,  safety  and  security  that  are  stipulated  in  requirements  and  contract
documents.  The  Company  is  currently  competing  for  other  government  related  work  and  strictly  follows  the  rules  and  regulations  outlined  in  the  Federal  Acquisition
Regulations.

The  Company’s  primary  customers  are  all  governed  by  regulations  related  to  the  safe  and  effective  transportation  of  goods  and  passengers,  primarily  by  rail,  but  in  future
scenarios by air, road and sea. While changes in the regulatory environment could impact the Company in future years, we believe any changes will be overall positive for the
Company. We continuously review potential changes in the regulatory environment and maintain contact with key personnel at certain agencies including the Federal Railroad
Administration  (FRA),  the  Transportation  Security  Administration  (TSA)  as  well  as  the  DHS  previously  mentioned.  We  expect  to  develop  similar  relationships  with
governmental agencies in target markets both in the US and internationally. At this time, we believe our offerings are complementary to the current and evolving standards and
that we will adapt to any new regulations as they are promulgated.

Employees

We have a current staff of 71 employees, of which 66 are full-time, the majority of which work in the Jacksonville area, none of which are subject to a collective bargaining
agreement. We have not experienced any work stoppages and we consider our relationship with our employees to be good.

Item 1A. Risk Factors.

Risks Related to Our Company and Business

The  nature  of  the  technology  management  platforms  utilized  by  us  are  complex  and  highly  integrated,  and  if  we  fail  to  successfully  manage  releases  or  integrate  new
solutions, it could harm our revenues, operating income, and reputation.

The technology platforms developed and designed by us accommodate integrated applications that include our own developed technology and third-party technology, thereby
substantially increasing their functionality.

Due to this complexity and the condensed development cycles under which we operate, we may experience errors in our software, corruption or loss of our data, or unexpected
performance  issues  from  time  to  time.  For  example,  our  solutions  may  face  interoperability  difficulties  with  software  operating  systems  or  programs  being  used  by  our
customers, or new releases, upgrades, fixes or the integration of acquired technologies may have unanticipated consequences on the operation and performance of our other
solutions.  If  we  encounter  integration  challenges  or  discover  errors  in  our  solutions  late  in  our  development  cycle,  it  may  cause  us  to  delay  our  launch  dates. Any  major
integration or interoperability issues or launch delays could have a material adverse effect on our revenues, operating income and reputation.

6 

 
 
 
 
 
 
 
 
  
 
 
 
We face risks as a result of the coronavirus (COVID-19 pandemic) lingering effects which could significantly disrupt our research and development, operations, sales, and
financial results.

Our  business  has  been  adversely  impacted  by  the  effects  of  the  COVID-19  pandemic.  In  addition  to  global  macroeconomic  effects,  the  COVID-19  pandemic  and  related
adverse public health developments caused disruption and/or delays to our operations and sales activities. Our third-party manufacturers and our customers were disrupted by
worker  absenteeism,  quarantines  and  restrictions  on  employees’  ability  to  work,  office  and  factory  closures,  disruptions  to  ports  and  other  shipping  infrastructure,  border
closures, or other travel or health-related restrictions. Depending on the magnitude of such effects on our activities or the operations of our third-party manufacturers and third-
party  distributors,  the  supply  of  our  products,  in  some  cases,  continue  to  be  delayed,  which  could  continue  to  adversely  affect  our  business,  operations  and  customer
relationships.  In  addition,  the  pandemic  or  other  disease  outbreak  have  had  and  may  continue  to  have  over  the  longer  term  a  material  adverse  effect  on  the  economies  and
financial markets of many countries, resulting in an economic downturn that will affect demand for our products and services and impact our operating results. There can be no
assurance that any decrease in sales resulting from the pandemic slowdown will be offset by increased sales in subsequent periods. Although the magnitude of the impact of the
COVID-19  outbreak  on  our  business  and  operations  remains  uncertain,  the  continued  spread  of  COVID-19  and  the  related  public  health  measures  and  travel  and  business
restrictions  may  adversely  impact  our  business,  financial  condition,  operating  results  and  cash  flows.  In  addition,  we  have  experienced  and  may  in  the  future  experience
disruptions to our business operations resulting from quarantines, self-isolations, or other restrictions on the ability of our employees to perform their jobs that may impact our
ability to develop and design our products and services in a timely manner or meet required milestones or customer commitments.

We may be adversely affected by the effects of inflation and supply chain disruption

Our business operates in an environment of long bid to contract award cycles. Our customer’s bid requirements are such that firm pricing is expected on much or all of our
proposals and as such we must commit to certain commercial terms and conditions such as pricing. In addition, the Company hires employees and contractors to perform most
(if  not  all)  of  the  work  required  to  complete  a  contract. We  are  beginning  to  experience  the  impacts  of  inflation  upon  previously  forecasted  costs  including  employees  that
require higher salaries, contractors demanding higher prices for jobs and higher costs for materials necessary to complete contracts. While we endeavor to charge additional
costs to our customers, in some cases this may not be possible contractually and as a result our profitability may suffer as a result. Although we anticipate these effects to be
mitigated in the long term, we cannot be assured that this will be possible in all or any instances and as such our revenue, profitability and growth prospects may suffer as a
result of this.

Current  supply  chain  issues  continue  to  extend  deadlines  for  shipment  of  key  components  used  in  our  technology  systems.  The  effect  of  this  may  be  to  delay  revenue
recognition. We have experienced and expect to continue to experience delays to our business operations resulting from lack of materials availability, delays in securing key
components such as video cameras requiring certain computer chips, and other material and personnel shortages that may impact our ability to implement our products and
services in a timely manner or meet required milestones or customer commitments.  In addition, higher costs for travel may adversely impact our business, financial condition,
operating results and cash flows. This has made it necessary for the Company to order certain components prior to receiving a contract to ensure we have key components
available when necessary to satisfy future contract obligations.

Our products and services may fail to keep pace with rapidly changing technology and evolving industry standards.

The  market  in  which  we  operate  is  characterized  by  rapid,  and  sometimes  disruptive,  technological  developments,  evolving  industry  standards,  frequent  new  product
introductions  and  enhancements  and  changes  in  customer  requirements.  In  addition,  both  traditional  and  new  competitors  are  investing  heavily  in  our  market  areas  and
competing  for  customers. As  next-generation  video  analytics  technology  continues  to  evolve,  we  must  keep  pace  in  order  to  maintain  or  expand  our  market  position.  We
continue to introduce new product offerings focused on automating mechanical and security inspections in the rail, logistics, intermodal and government sectors as potential
revenue drivers. If we are not able to successfully add staff resources with sufficient technical skills to develop and bring these new products to market in a timely manner,
achieve  market  acceptance  of  our  products  and  services  or  identify  new  market  opportunities  for  our  products  and  services,  our  business  and  results  of  operations  may  be
materially and adversely affected.

The market opportunity for our products and services may not develop in the ways that we anticipate.

The  demand  for  our  products  and  services  could  change  quickly  and  in  ways  that  we  may  not  anticipate.  Our  operating  results  may  be  adversely  affected  if  the  market
opportunity for our products and services does not develop in the ways that we anticipate or if other technologies become more accepted or standard in our industry or disrupt
our technology platforms.

7 

 
 
 
 
 
 
 
 
 
 
 
Our revenues are dependent on general economic conditions and the willingness of enterprises to invest in technology.

We believe that operators in the business sectors we are focused on continue to be cautious about sustained economic growth and seek to maintain or improve profitability
through cost control and constrained spending. While our core technologies are designed to address cost reduction, other factors may cause companies to delay or cancel capital
projects, including the implementation of our products and services. In addition, the business sectors in which we are focused are under financial pressure to reduce capital
investment  which  may  make  it  more  difficult  for  us  to  close  large  contracts  in  the  immediate  future.  We  believe  there  is  a  growing  market  trend  toward  more  customers
exploring  operating  expense  models  as  opposed  to  capital  expense  models  for  procuring  technology.  We  believe  the  market  trend  toward  operating  expense  models  will
continue as customers seek ways of reducing their overhead and other costs. All of the foregoing may result in continued pressure on our ability to increase our revenue and
may  potentially  create  competitive  pricing  pressures  and  price  erosion.  If  these  or  other  conditions  limit  our  ability  to  grow  revenue  or  cause  our  revenue  to  decline  our
operating results may be materially and adversely affected.

Our working capital profile may shift over time to require additional investment.

Historically, the Company has leveraged significant milestone payments at a contract onset to fund the purchase of required materials. Expansion into a subscription format
would allow the Company to potentially transact faster and more routinely with a larger customer base than it has previously had. In certain instances where the Company
would  build,  own  and  operate  its  own  assets,  it  may  require  a  different  working  capital  and  capitalization  strategy  whereby  the  Company  will  be  required  to  make  upfront
investments without significant customer milestone payments to offset the investment. The Company believes that this presents a short-term capital risk but will, long-term,
improve the overall performance of the business.

Some of our competitors are larger and have greater financial and other resources than we do.

Some of our product offerings compete and will compete with other similar products from our competitors. These competitive products could be marketed by well-established,
successful  companies  that  possess  greater  financial,  marketing,  distributional,  personnel  and  other  resources  than  we  possess.  In  certain  instances,  competitors  with  greater
financial resources also may be able to enter a market in direct competition with us offering attractive marketing tools to encourage the sale of products that compete with our
products or present cost features that our target end users may find attractive.

We have a history of losses and our growth plans may lead to additional losses and negative operating cash flows in the future.

Our accumulated deficit was approximately $64 million as of December 31, 2023. Our operating losses may continue as we continue to expend resources to further develop and
enhance  our  technology  offering,  to  complete  prototyping  for  proof-of-concept,  obtain  regulatory  clearances  or  approvals  as  required,  expand  our  business  development
activities  and  finance  capabilities  and  conduct  further  research  and  development. We  also  expect  to  experience  negative  cash  flow  in  the  short-term  until  our  revenues  and
margins increase at a rate greater than our expenses, which may not occur.

We may be unable to protect our intellectual property, which could impair our competitive advantage, reduce our revenue, and increase our costs.

Our success and ability to compete depend in part on our ability to maintain the proprietary aspects of our technologies and products. We rely on a combination of trade secrets,
patents, copyrights, trademarks, confidentiality agreements, and other contractual provisions to protect our intellectual property, but these measures may provide only limited
protection. We customarily enter into written confidentiality and non-disclosure agreements with our employees, consultants, customers, manufacturers, and other recipients of
information about our technologies and products and assignment of invention agreements with our employees and consultants. We may not always be able to enforce these
agreements and may fail to enter into any such agreement in every instance when appropriate. We license from third-parties certain technology used in and for our products.
These third-party licenses are granted with restrictions; therefore, such third-party technology may not remain available to us on terms beneficial to us. Our failure to enforce
and protect our intellectual property rights or obtain from third parties the right to use necessary technology could have a material adverse effect on our business, operating
results, and financial condition. In addition, the laws of some foreign countries do not protect proprietary rights as fully as do the laws of the United States.

Patents may not be issued from the patent applications that we have filed or may file in the future. Our issued patents may be challenged, invalidated, or circumvented, and
claims of our patents may not be of sufficient scope or strength, or issued in the proper geographic regions, to provide meaningful protection or any commercial advantage. We
have registered certain of our trademarks in the United States and other countries. We cannot assure you that we will obtain registrations of principal or other trademarks in key
markets in the future. Failure to obtain registrations could compromise our ability to protect fully our trademarks and brands and could increase the risk of challenge from third
parties to our use of our trademarks and brands.

8 

 
 
 
 
 
 
 
 
 
 
 
 
 
We may be required to incur substantial expenses and divert management attention and resources in defending intellectual property litigation against us.

We cannot be certain that our technologies and products do not and will not infringe on issued patents or other proprietary rights of others. While we are not currently subject to
any infringement claim, any future claim, with or without merit, could result in significant litigation costs and diversion of resources, including the attention of management,
and could require us to enter into royalty and licensing agreements, any of which could have a material adverse effect on our business. We may not be able to obtain such
licenses on commercially reasonable terms, if at all, or the terms of any offered licenses may be unacceptable to us. If forced to cease using such technology, we may be unable
to develop or obtain alternate technology. Accordingly, an adverse determination in a judicial or administrative proceeding, or failure to obtain necessary licenses, could prevent
us from manufacturing, using, or selling certain of our products, which could have a material adverse effect on our business, operating results, and financial condition.

Furthermore, parties making such claims could secure a judgment awarding substantial damages, as well as injunctive or other equitable relief, which could effectively block
our  ability  to  make,  use,  or  sell  our  products  in  the  United  States  or  abroad.  Such  a  judgment  could  have  a  material  adverse  effect  on  our  business,  operating  results,  and
financial condition. In addition, we are obligated under certain agreements to indemnify the other party in connection with infringement by us of the proprietary rights of third
parties. In the event that we are required to indemnify parties under these agreements, it could have a material adverse effect on our business, financial condition, and results of
operations.

We may incur substantial expenses and divert management resources in prosecuting others for their unauthorized use of our intellectual property rights.

Other companies, including our competitors, may develop technologies that are similar or superior to our technologies, duplicate our technologies, or design around our patents,
and may have or obtain patents or other proprietary rights that would prevent, limit, or interfere with our ability to make, use, or sell our products. Although we do not have
operations outside North America at this time, we may compete for contracts in other countries in the future. Effective intellectual property protection may be unavailable, or
limited, in some foreign countries in which we may do business, such as China. Unauthorized parties may attempt to copy or otherwise use aspects of our technologies and
products that we regard as proprietary. Our means of protecting our proprietary rights in the United States or abroad may not be adequate or competitors may independently
develop similar technologies. If our intellectual property protection is insufficient to protect our intellectual property rights, we could face increased competition in the market
for our technologies and products.

Should any of our competitors file patent applications or obtain patents that claim inventions also claimed by us, we may choose to participate in an interference proceeding to
determine the right to a patent for these inventions, because our business would be harmed if we fail to enforce and protect our intellectual property rights. Even if the outcome
is favorable, this proceeding could result in substantial cost to us and disrupt our business.

In the future, we also may need to file lawsuits to enforce our intellectual property rights, to protect our trade secrets, or to determine the validity and scope of the proprietary
rights of others. This litigation, whether successful or unsuccessful, could result in substantial costs and diversion of resources, which could have a material adverse effect on
our business, financial condition, and results of operations.

9 

 
 
 
 
 
 
 
 
 
If  we  are  unable  to  apply  technology  effectively  in  driving  value  for  our  clients  through  technology-based  solutions  or  gain  internal  efficiencies  and  effective  internal
controls through the application of technology and related tools, our operating results, client relationships, growth and compliance programs could be adversely affected.

Our future success depends, in part, on our ability to anticipate and respond effectively to the threat and opportunity presented by new technology disruption and developments.
These may include new software applications or related services based on artificial intelligence, machine learning, or robotics. We may be exposed to competitive risks related
to the adoption and application of new technologies by established market participants or new entrants, start-up companies and others. These new entrants are focused on using
technology  and  innovation,  including  artificial  intelligence,  to  simplify  and  improve  the  client  experience,  increase  efficiencies,  alter  business  models  and  effect  other
potentially disruptive changes in the industries in which we operate. We must also develop and implement technology solutions and technical expertise among our employees
that anticipate and keep pace with rapid and continuing changes in technology, industry standards, client preferences and internal control standards. We may not be successful in
anticipating or responding to these developments on a timely and cost-effective basis and our ideas may not be accepted in the marketplace. Additionally, the effort to gain
technological  expertise  and  develop  new  technologies  in  our  business  requires  us  to  incur  significant  expenses.  If  we  cannot  offer  new  technologies  as  quickly  as  our
competitors, or if our competitors develop more cost-effective technologies or product offerings, we could experience a material adverse effect on our operating results, client
relationships, growth and compliance programs.

We are dependent on information technology networks and systems to securely process, transmit and store electronic information and to communicate among our locations
around North America and with our people, clients, partners and vendors. As the breadth and complexity of this infrastructure continues to grow, including as a result of the use
of mobile technologies, social media and cloud-based services, the risk of security breaches and cyberattacks increases. Such breaches could lead to shutdowns or disruptions of
or damage to our systems and those of our clients, alliance partners and vendors, and unauthorized disclosure of sensitive or confidential information, including personal data.
In the past, we have experienced data security breaches resulting from unauthorized access to our and our service providers’ systems, which to date have not had a material
impact on our operations, however, there is no assurance that such impacts will not be material in the future.

In providing services and solutions to clients, we may be required to manage, utilize and store sensitive or confidential client data, possibly including personal data, and we
anticipate these activities to increase, including through the use of artificial intelligence, the internet of things and analytics. Unauthorized disclosure of sensitive or confidential
client data, whether through systems failure, employee negligence, fraud, misappropriation, or other intentional or unintentional acts, could damage our reputation, could cause
us to lose clients and could result in significant financial exposure. Similarly, unauthorized access to our or through our or our service providers’ information systems or those
we develop for our clients, whether by our employees or third parties, including a cyberattack by computer programmers, hackers, members of organized crime and/or state-
sponsored  organizations,  who  continuously  develop  and  deploy  viruses,  ransomware  or  other  malicious  software  programs  or  social  engineering  attacks,  could  result  in
negative publicity, significant remediation costs, legal liability, damage to our reputation and government sanctions and could have a material adverse effect on our results of
operations. Cybersecurity threats are constantly expanding and evolving, thereby increasing the difficulty of detecting and defending against them and maintaining effective
security measures and protocols.

We depend on key personnel who would be difficult to replace, and our business plan will likely be harmed if we lose their services or cannot hire additional qualified
personnel.

Our  success  depends  substantially  on  the  efforts  and  abilities  of  our  senior  management  and  certain  key  personnel.  The  competition  for  qualified  management  and  key
personnel,  especially  engineers,  is  intense. Although  we  maintain  non-competition  and  non-disclosure  covenants  with  all  our  key  personnel,  we  do  not  have  employment
agreements  with  most  of  them.  The  loss  of  services  of  key  employees,  or  the  inability  to  hire,  train,  and  retain  key  personnel,  especially  engineers  and  technical  support
personnel, could delay the development and sale of our products, disrupt our business, and interfere with our ability to execute our business plan.

10 

 
 
 
 
 
 
 
 
Due to our dependence on a limited number of customers, we are subject to a concentration of credit risk.

For the year ended December 31, 2023, three customers accounted for 48%, 30%, and 11% of revenues. For the year ended December 31, 2022, four customers accounted for
42%, 18%, 14% and 14% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full, with 30% or more being due and payable prior to delivery. The balances of the contracts are for service and maintenance which is paid
annually in advance with revenues recorded ratably over the contract period.

As of December 31, 2023, two customers accounted for 83%, and 11% of our accounts receivable. In the case of insolvency by one of our significant customers, accounts
receivable with respect to that customer might not be collectible, might not be fully collectible, or might be collectible over longer than normal terms, each of which could
adversely affect our financial position. Additionally, our largest customer accounted for approximately 48% of our total revenues for the year ended December 31, 2023. This
concentration of credit risk makes us more vulnerable economically. The loss of any of these customers could materially reduce our revenues and net income, which could have
a material adverse effect on our business.

Risks Related to Our Common Stock

There is currently not an active liquid trading market for the Company’s common stock.

Our common stock is quoted on the Nasdaq Capital Market tier under the symbol “DUOT”. However, there is currently limited active trading in our common stock. Although
there are periodic volume spikes from time to time, we cannot give an assurance that a consistent, active trading market will develop. If an active market for our common stock
develops, there is a significant risk that our stock price may fluctuate in the future in response to any of the following factors, some of which are beyond our control:

· Variations in our quarterly operating results;

· Announcements that our revenue or income are below analysts’ expectations;

· General economic downturns;

·

Sales of large blocks of our common stock; and

· Announcements by us or our competitors of significant contracts, acquisitions, strategic partnerships, joint ventures or capital commitments.

11 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
You may experience dilution of your ownership interest due to future issuances of our securities.

We are in a capital-intensive business, and we may not have sufficient funds to finance the growth of our business or to support our projected capital expenditures. As a result,
we may require additional funds from future equity or debt financings, including potential sales of preferred shares or convertible debt, to complete the development of new
projects and pay the general and administrative costs of our business. We may in the future issue our previously authorized and unissued securities, resulting in the dilution of
the ownership interests of holders of our common stock. We are currently authorized to issue 500,000,000 shares of common stock and 10,000,000 shares of preferred stock.
We  may  also  issue  additional  shares  of  common  stock  or  other  securities  that  are  convertible  into  or  exercisable  for  common  stock  in  future  public  offerings  or  private
placements for capital raising purposes or for other business purposes. The future issuance of a substantial number of shares of common stock into the public market, or the
perception that such issuance could occur, could adversely affect the prevailing market price of our common shares. A decline in the price of our common stock could make it
more difficult to raise funds through future offerings of our common stock or securities convertible into common stock.

Our Board of Directors may issue and fix the terms of shares of our Preferred Stock without stockholder approval, which could adversely affect the voting power of holders
of our Common Stock or any change in control of our Company.

Our Articles  of  Incorporation  authorize  the  issuance  of  up  to  10,000,000  shares  of  "blank  check"  preferred  stock,  with  such  designations  rights  and  preferences  as  may  be
determined from time to time by the Board of Directors. Our Board of Directors is empowered, without shareholder approval, to issue shares of preferred stock with dividend,
liquidation, conversion, voting or other rights which could adversely affect the voting power or other rights of the holders of our common stock. In the event of such issuances,
the preferred stock could be used, under certain circumstances, as a method of discouraging, delaying, or preventing a change in control of our Company. 

We do not expect to pay dividends and investors should not buy our common stock expecting to receive dividends.

We  do  not  anticipate  that  we  will  declare  or  pay  any  dividends  in  the  foreseeable  future.  Consequently,  you  will  only  realize  an  economic  gain  on  your  investment  in  our
common stock if the price appreciates. You should not purchase our common stock expecting to receive cash dividends. Accordingly, our stockholders will not realize a return
on their investment unless the trading price of our common stock appreciates, which is uncertain and unpredictable. In addition, because we do not pay dividends, our common
stock may be less attractive, which may cause us to have trouble raising additional funds which could affect our ability to expand our business operations.

Our operating results are likely to fluctuate from period to period.

We anticipate that there may be significant fluctuations in our future operating results. Potential causes of future fluctuations in our operating results may include:

·

·

Period-to-period fluctuations in financial results

Issues in manufacturing products

· Unanticipated potential product liability claims

· The introduction of technological innovations or new commercial products by competitors

· The entry into, or termination of, key agreements, including key strategic alliance agreements

· The initiation of litigation to enforce or defend any of our intellectual property rights

· Regulatory changes

·

Failure of any of our products to achieve commercial success

12 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
We are subject to the Florida anti-takeover provisions, which may prevent you from exercising a vote on business combinations, mergers or otherwise.

As a Florida corporation, we are subject to certain anti-takeover provisions that apply to public corporations under Florida law. Pursuant to Section 607.0901 of the Florida
Business Corporation Act, or the Florida Act, a publicly held Florida corporation, under certain circumstances, may not engage in a broad range of business combinations or
other extraordinary corporate transactions with an interested shareholder without the approval of the holders of two-thirds of the voting shares of the corporation (excluding
shares held by the interested shareholder).

An interested shareholder is defined as a person who together with affiliates and associates beneficially owns more than 15% of a corporation’s outstanding voting shares. We
have not made an election in our amended Articles of Incorporation to opt out of Section 607.0901.

In addition, we are subject to Section 607.0902 of the Florida Act which prohibits the voting of shares in a publicly held Florida corporation that are acquired in a control-share
acquisition unless (i) our board of directors approved such acquisition prior to its consummation or (ii) after such acquisition, in lieu of prior approval by our board of directors,
the holders of a majority of the corporation’s voting shares, exclusive of shares owned by officers of the corporation, employee directors or the acquiring party, approve the
granting of voting rights as to the shares acquired in the control-share acquisition. A control-share acquisition is defined as an acquisition that immediately thereafter entitles the
acquiring party to 20% or more of the total voting power in an election of directors.

Item 1B. Unresolved Staff Comments.

None.

Item 1C. Cybersecurity

Risk Management

We have in place certain infrastructure, systems, policies, and procedures that are designed to proactively and reactively address circumstances that arise when an unexpected
cybersecurity incident occurs. These include processes for assessing, identifying, and managing material risks from cybersecurity threats. Our internal procedures dictate that
we evaluate and evolve our security measures as appropriate. Identifying, assessing, and managing cybersecurity risk is integrated into our overall internal controls approach.
Additionally, we have in place cybersecurity and data privacy policies designed to (a) respond to new requirements in global privacy laws and (b) prevent, detect, respond to,
mitigate and recover from identified and significant cybersecurity threats. Refer to “Item 1A. Risk Factors” in this annual report on Form 10-K for additional information about
cybersecurity-related risks.

Governance

During the first quarter of 2024, information security matters reporting, including managing and assessing risks from cybersecurity threats, have been established under the
oversight of the Audit Committee of the Board or the “Audit Committee.” The Audit Committee also reviews the adequacy and effectiveness of the Company’s information
security policies and practices and the internal controls regarding information security risks. Our security efforts are managed by a team of IT professionals who oversee the
daily  responsibilities  of  managing  cybersecurity  identification  and  threats.  Going  forward,  the  Audit  Committee  receives  regular  information  security  updates  from
management, including our Chief Technology Officer, who the board designated as the Chief Information Security Officer. The management team has established a quarterly
rhythm  to  keep  the  Board  and Audit  Committee  apprised  of  identified  risks,  ongoing  risk  management  and  changes  in  procedure  to  ensure  transparency  in  the  Company’s
governance over cybersecurity.

Item 2. Properties.

On  July  26,  2021,  the  Company  entered  a  new  operating  lease  agreement  of  office  and  warehouse  combination  space  of  40,000  square  feet  with  the  lease  commencing  on
November 1, 2021 and ending May 31, 2032, This additional space allows for resource growth and engineering efforts for operations before deploying to the field. The rent for
the first twelve months of the term were calculated as rentable base space on 30,000 square feet. The rent is subject to an annual escalation of 2.5%, beginning December 1,
2022. The Company made a security deposit payment in the amount of $600,000 on July 26, 2021. The Company has applied the FASB issued ASU No. 2016-02 Leases (Topic
842) (“ASU 2016-02”) in the fourth quarter of 2021

The Company now has a total of office and warehouse space of 40,000 square feet.

Rental expense for the office lease during 2023 and 2022 was $781,638 and $782,591, respectively.

13 

 
 
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 3. Legal Proceedings.

From time to time, we may be involved in litigation relating to claims arising out of our operations in the normal course of business. We are currently not involved in any
litigation that we believe could have a material adverse effect on our financial condition or results of operations. There is no action, suit, proceeding, inquiry or investigation
before or by any court, public board, government agency, self-regulatory organization or body pending or, to the knowledge of the executive officers of our Company or any of
our subsidiaries, threatened against or affecting our Company, our common stock, any of our subsidiaries or any of our Company’s or our subsidiaries’ officers or directors in
their capacities as such, in which an adverse decision could have a material adverse effect.

Item 4. Mine Safety Disclosures.

Not Applicable.

14 

 
 
 
 
 
 
PART II

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

Market Information

Our common stock is quoted on the Nasdaq Capital Markets (“Nasdaq”) under the trading symbol “DUOT”.

Authorized Capital

The Company is authorized to issue an aggregate number of 510,000,000 shares of capital stock, of which 10,000,000 shares are blank check preferred stock, $0.001 par value
per share, and 500,000,000 shares are common stock, $0.001 par value per share.

Series A Redeemable Convertible Preferred Stock

Our board of directors has designated 500,000 of the 10,000,000 authorized shares of preferred stock as Series A Convertible Preferred Stock. As of December 31, 2023 and
2022, we have no shares of Series A Convertible Preferred Stock issued and outstanding, respectively.

Series B Convertible Preferred Stock

Our board of directors has designated 15,000 of the 10,000,000 authorized shares of preferred stock as Series B Convertible Preferred Stock.

Each share of Series B Convertible Preferred Stock was convertible at any time at the holder’s option into a number of shares of common stock equal to $1,000 divided by the
conversion price of $7.00 per share. Notwithstanding the foregoing, we could not effect any conversion of Series B Convertible Preferred Stock, with certain exceptions, to the
extent that, after giving effect to an attempted conversion, the holder of shares of Series B Convertible Preferred Stock (together with such holder’s affiliates, and any persons
acting as a group together with such holder or any of such holder’s affiliates) would beneficially own a number of shares of our common stock in excess of 4.99% (or, at the
election of the purchaser, 9.99%) of the shares of our common stock then outstanding after giving effect to such conversion. Holders of Series B Convertible Preferred Stock
voted on an as converted basis on all matters on which the holders of common stock are entitled to vote, subject to beneficial ownership limitations. As of December 31, 2023
and 2022, there are 0 and 0 shares of Series B Convertible Preferred Stock issued and outstanding, respectively.

Series C Convertible Preferred Stock

On  February  26,  2021,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  certain  existing  investors  in  the  Company  (the
“Purchasers”).  Pursuant  to  the  Purchase  Agreement,  the  Purchasers  purchased  4,500  shares  of  a  newly  authorized  Series  C  Convertible  Preferred  Stock  (the  “Series  C
Convertible Preferred Stock”), and the Company received proceeds of $4,500,000. The Purchase Agreement contains customary representations, warranties, agreements and
indemnification  rights  and  obligations  of  the  parties.  As  of  December  31,  2023  and  2022,  there  are  0  and  0  shares  of  Series  C  Convertible  Preferred  Stock  issued  and
outstanding, respectively.

Under the Purchase Agreement, the Company was required to hold a meeting of shareholders at the earliest practical date, and such meeting occurred on July 15, 2021. Nasdaq
Marketplace Rule 5635(d) limits the number of shares of common stock (or securities that are convertible into common stock) that can be issued in a transaction other than a
public offering without shareholder approval. The rule required shareholder approval for us to issue shares of common stock underlying the Series C Preferred Stock which
equal  20%  or  more  of  our  Common  Stock  outstanding  before  the  issuance  at  a  price  less  than  the  lower  of  the  price  immediately  preceding  the  signing  of  the  Purchase
Agreement or the average of the price for the five trading days immediately preceding such signing. We received the shareholder approval at the meeting held on July 15, 2021.

15 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
In  connection  with  the  Purchase  Agreement,  the  Company  also  entered  into  a  Registration  Rights  Agreement  with  the  Purchasers.  Pursuant  to  the  Registration  Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series C
Convertible Preferred Stock were convertible. The Company caused the registration statement to be declared effective on June 3, 2021. The Registration Rights Agreement
contains customary representations, warranties, agreements and indemnification rights and obligations of the parties.

The Company’s Board of Directors has designated 5,000 shares as the Series C Convertible Preferred Stock. Each share of the Series C Convertible Preferred Stock has a stated
value of $1,000. The holders of the Series C Convertible Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote
with the common stock shall vote together as one class on all matters submitted to a vote of shareholders of the Company. Each share of Series C Convertible Preferred Stock
had 172 votes (subject to adjustment); provided that in no event may a holder of Series C Convertible Preferred Stock be entitled to vote a number of shares in excess of such
holder’s Beneficial Ownership Limitation (as defined in the Certificate of Designation). Each share of Series C Convertible Preferred Stock was convertible, at any time and
from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated
value of such share ($1,000) by the conversion price, which was $5.50 (subject to adjustment).

Series D Convertible Preferred Stock

On September 28, 2022 the Company amended its articles of incorporation to designate 4,000 shares as the Series D Convertible Preferred Stock (the “Series D Convertible
Preferred Stock”). Each share of the Series D Convertible Preferred Stock has a stated value of $1,000. The holders of the Series D Convertible Preferred Stock, the holders of
the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall vote together as one class on all matters submitted to a vote
of shareholders of the Company. Each share of Series D Convertible Preferred Stock has 333 votes (subject to standard anti-dilution adjustment); provided that in no event may
a holder of Series D Convertible Preferred Stock be entitled to vote a number of shares in excess of such holder’s Beneficial Ownership Limitation (as defined in the Certificate
of Designation and as described below). Each share of Series D Convertible Preferred Stock is convertible, at any time and from time to time, at the option of the holder, into
that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion
price, which is $3.00 (subject to adjustment). The Company shall not effect any conversion of the Series D Convertible Preferred Stock, and a holder shall not have the right to
convert any portion of the Series D Convertible Preferred Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such
holder’s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of
shares  of  common  stock  outstanding  immediately  after  giving  effect  to  the  issuance  of  shares  of  common  stock  issuable  upon  such  conversion  (the  “Beneficial  Ownership
Limitation”). All  holders  of  the  Series  D  Preferred  Stock  have  elected  the  19.99%  Beneficial  Ownership  Limitation.  The  Company  reserves  and  keeps  available  out  of  its
authorized and unissued Common Stock, solely for the issuance upon the conversion of the Series D Convertible Preferred Stock, such a number of shares of Common Stock as
shall from time to time be issuable upon the conversion of all of the shares of the Series D Convertible Preferred Stock then outstanding. Additionally, the Series D Convertible
Preferred  Stock  does  not  have  the  right  to  dividends  (other  than  any  dividends  payable  on  the  common  stock  on  an  as  converted  basis)  and  in  the  event  of  an  involuntary
liquidation, the Series D shares shall be treated as a pro rata equivalent of common stock outstanding at the date of the liquidation event and have no liquidation preference.

On  September  30,  2022,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  certain  existing  investors  in  the  Company  (the
“Purchasers”).  Pursuant  to  the  Purchase Agreement,  the  Purchasers  purchased  999  shares  of  the  newly  authorized  Series  D  Convertible  Preferred  Stock,  and  the  Company
received proceeds of $999,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the parties.

On October 29, 2022, the Company sold to an existing investor in the Company 300 shares of Series D Preferred Stock at a price of $1,000 a share, resulting in gross proceeds
of $300,000 to the Company.

In  connection  with  the  Purchase  Agreement,  the  Company  also  entered  into  a  Registration  Rights  Agreement  with  the  Purchasers.  Pursuant  to  the  Registration  Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series D
Convertible  Preferred  Stock  are  convertible. The  Registration  Rights Agreement  contains  customary  representations,  warranties,  agreements  and  indemnification  rights  and
obligations of the parties.

On May 16, 2023 Series D Convertible Preferred received approval at the shareholders meeting for conversion to common stock.

On  March  22,  2024,  the  Company  entered  into  Securities  Purchase  Agreements  with  certain  accredited  investors.  Pursuant  to  one  agreement  (the  “Series  D  Purchase
Agreement”), the Company issued an aggregate of 500 shares of Series D Convertible Preferred Stock and the Company received proceeds of $500,000. On March 28, 2024,
the Company entered into one additional agreement with an accredited investor and issued an additional 120 shares of Series D Convertible Preferred and received proceeds of
$120,000.  The  Series  D  Preferred  Stock  was  sold  at  $1,000  a  share.  The  Series  D  Purchase  Agreement  contains  customary  representations,  warranties,  agreements,  and
indemnification rights and obligations of the parties.

As of December 31, 2023 and 2022 there are 1,299 and 1,299 shares of Series D Convertible Preferred Stock issued and outstanding, respectively.

16 

 
 
 
 
 
 
 
  
 
 
 
 
Series E Convertible Preferred Stock

The Company’s Board of Directors has designated 30,000 shares as the Series E Convertible Preferred Stock (the “Series E Convertible Preferred Stock”). Each share of the
Series E Convertible Preferred Stock has a stated value of $1,000. The holders of the Series E Convertible Preferred Stock, the holders of the common stock and the holders of
any other class or series of shares entitled to vote with the common stock shall vote as one class on all matters submitted to a vote of shareholders of the Company. Each share
of Series E Preferred Stock has 333 votes (subject to adjustment); provided that in no event may a holder of Series E Preferred Stock be entitled to vote a number of shares in
excess of such holder’s Beneficial Ownership Limitation. Each share of Series E Convertible Preferred Stock is convertible, subject to shareholder approval (which has not yet
been granted); at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation)
determined by dividing the stated value of such share ($1,000) by the conversion price, which is $3.00 (subject to adjustment). The Company shall not effect any conversion of
the Series E Convertible Preferred Stock, and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent that after
giving  effect  to  the  conversion  sought  by  the  holder  such  holder  (together  with  such  holder’s  Attribution  Parties  (as  defined  in  the  Certificate  of  Designation))  would
beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving effect to the issuance
of shares of common stock issuable upon such conversion (the “Beneficial Ownership Limitation”). All holders of the Series E Convertible Preferred Stock elected the 19.99%
Beneficial Ownership Limitation

The  Company  on  March  27,  2023  entered  into  a  Securities  Purchase Agreement  (the  “Purchase Agreement”)  with  an  existing  investor  in  the  Company  (the  “Purchaser”).
Pursuant to the Purchase Agreement, the Purchaser purchased 4,000 shares of a newly authorized Series E Convertible Preferred Stock at a price of $1,000 per share, and the
Company received proceeds of $4,000,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of
the parties.

The investor’s Purchase Agreement also provided that the Company would not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined
in the Purchase Agreement) on or prior to December 31, 2023 that entitled any person to acquire shares of common stock at an effective price per share less than the then
conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.

On November 9, 2023, the Company entered into a Securities Purchase Agreement (the "November Purchase Agreement") with certain existing investors in the Company (the
"Purchasers"). Pursuant to the November Purchase Agreement, the Purchasers purchased an aggregate of 2,500 shares of Series E Preferred Stock and the Company received
aggregate proceeds of $2,500,000. The Series E Preferred Stock was sold at $1,000 a share. The November Purchase Agreement contains customary representations, warranties,
agreements and indemnification rights and obligations of the parties. The terms of the Series E Preferred Stock were previously disclosed in the Company's Current Report on
Form 8-K filed with the SEC on March 28, 2023 and the Certificate of Designation of Preferences, Rights and Limitations of the Series E Preferred Stock was filed as an
exhibit to the Form 8-K.

The November Purchase Agreement also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in
the November Purchase Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less than the then
conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series E Preferred Stock currently is $3.00 per share (subject
to adjustment).

The Purchasers under the November Purchase Agreement also were the holders of the Company's Series F Preferred Stock issued on August 2, 2023. The purchase agreement
relating to the shares of Series F Preferred Stock required the consent of the holders in the event the Company were to issue common stock or rights to acquire common stock
prior  to  December  31,  2023  at  an  effective  price  per  share  less  than  the  then  conversion  price  of  the  Series  F  Preferred  Stock,  which  was  $6.20  per  share. As  a  result,  on
November 10, 2023 the Company and the holders of the Series F Preferred Stock entered into Exchange Agreements pursuant to which the holders of Series F Preferred Stock
exchanged their 5,000 shares of Series F Preferred Stock for an equal number of shares of Series E Preferred Stock. As a result of the November Purchase Agreement and the
Exchange Agreements, the Company issued a total of 7,500 shares of Series E Preferred Stock and the 5,000 shares of Series F Preferred Stock were cancelled.

On  March  22,  2024,  the  Company  entered  into  Securities  Purchase  Agreements  with  certain  accredited  investors.  Pursuant  to  one  agreement  (the  “Series  E  Purchase
Agreement”),  the  Company  issued  an  aggregate  of  2,125  shares  of  Series  E  Convertible  Preferred  Stock  and  the  Company  received  proceeds  of  $2,125,000.  The  Series  E
Preferred  Stock  was  sold  at  $1,000  a  share.  The  Series  E  Purchase Agreement  contains  customary  representations,  warranties,  agreements,  and  indemnification  rights  and
obligations of the parties.

As of December 31, 2023 and December 31, 2022, respectively, there were 11,500 and 0 shares of Series E Convertible Preferred Stock issued and outstanding.

Series F Convertible Preferred Stock

On  August  1,  2023,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  an  existing,  accredited  investor  in  the  Company  (the
“Purchaser”). Pursuant to the Purchase Agreement on August 2, 2023, the Purchaser purchased 5,000 shares of a newly authorized Series F Convertible Preferred Stock (the
“Series  F  Convertible  Preferred  Stock”),  and  the  Company  received  proceeds  of  $5,000,000.  The  Purchase  Agreement  contains  customary  representations,  warranties,
agreements and indemnification rights and obligations of the parties.

The Company's Board of Directors designated 5,000 shares as the Series F Preferred Stock. Each share of Series F Preferred Stock was convertible, at any time and from time
to time, at the option of the holder, into that number of shares of common stock (subject to the beneficial ownership limitation described below) determined by dividing the
stated value of such share ($1,000) by the conversion price, which was $6.20 (subject to adjustment). The Company, however, shall not effect any conversion of the Series F
Preferred Stock, and the holder shall not have the right to convert any portion of the Series F Preferred Stock, to the extent that after giving effect to the conversion sought by
the holder such holder (together with such holder’s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election
by  a  holder,  19.99%)  of  the  number  of  shares  of  common  stock  outstanding  immediately  after  giving  effect  to  the  issuance  of  shares  of  common  stock  issuable  upon  such
conversion. The purchasers of the Series F Preferred Stock elected that their ownership limitation would be 19.99%.

17 

 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
The holders of the Series F Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall
vote together as one class on all matters submitted to a vote of shareholders of the Company. Each share of Series F Preferred Stock has 161 votes (subject to adjustment);
provided that in no event may a holder of Series F Preferred Stock be entitled to vote a number of shares in excess of such holder’s ownership limitation.

The Company also agreed that it would not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the Purchase Agreement relating
to the Series F Preferred Stock) on or prior to December 31, 2023 that entitled any person to acquire shares of common stock at an effective price per share less than the then
conversion price of the Series F Preferred Stock without the consent of the holders. As a result of that agreement, upon the issuance of 2,500 shares of Series E Preferred Stock
(which have a conversion price of $3.00 per share) on November 10, 2023, the holders exchanged their 5,000 shares of Series F Preferred Stock for 5,000 shares of Series E
Preferred Stock.

All of the shares of Series F Preferred Stock thereupon were cancelled. As of December 31, 2023 and December 31, 2022, respectively, there were 0 and 0 shares of Series F
Convertible Preferred Stock issued and outstanding.

Approximate Number of Equity Security Holders

As of March 28, 2024, there were approximately 3,070 holders of record of our common stock, and the last reported sale price of our common stock on the Nasdaq Capital
Market on March 28, 2024 was $4.34 per share.

Dividend

To  date,  we  have  not  paid  any  dividends  on  our  common  stock  and  do  not  anticipate  paying  any  such  dividends  in  the  foreseeable  future. The  declaration  and  payment  of
dividends  on  the  common  stock  is  at  the  discretion  of  our  board  of  directors  and  will  depend  on,  among  other  things,  our  operating  results,  financial  condition,  capital
requirements, contractual restrictions or such other factors as our board of directors may deem relevant. We currently expect to use all available funds to finance the future
development and expansion of our business and do not anticipate paying dividends on our common stock in the foreseeable future.

Unregistered Sales of Equity Securities

There were no unregistered sales of the Company’s equity securities during 2023 that were not previously disclosed in a Quarterly Report on Form 10-Q or in a Current Report
on Form 8-K.

Item 6.

Reserved

18 

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

This Form 10-K and other reports filed by the Company from time to time with the Securities and Exchange Commission (the “SEC”) contain or may contain forward-looking
statements and information that are based upon beliefs of, and information currently available to, the Company’s management as well as estimates and assumptions made by
Company’s management.  Readers are cautioned not to place undue reliance on these forward-looking statements, which are only predictions and speak only as of the date
hereof. When used in the filings, the words “anticipate,” “believe,” “estimate,” “expect,” “future,” “intend,” “plan,” or the negative of these terms and similar expressions as
they relate to the Company or the Company’s management identify forward-looking statements. Such statements reflect the current view of the Company with respect to future
events and are subject to risks, uncertainties, assumptions, and other factors, including the risks contained in the “Risk Factors” section of this Annual Report on Form 10-K,
relating to the Company’s industry, the Company’s operations and results of operations, and any businesses that the Company may acquire.  Should one or more of these risks
or uncertainties materialize, or should the underlying assumptions prove incorrect, actual results may differ significantly from those anticipated, believed, estimated, expected,
intended, or planned.

Although  the  Company  believes  that  the  expectations  reflected  in  the  forward-looking  statements  are  reasonable,  the  Company  cannot  guarantee  future  results,  levels  of
activity, performance, or achievements.  Except as required by applicable law, the Company does not intend to update any of the forward-looking statements.

Our consolidated financial statements are prepared in accordance with accounting principles generally accepted in the United States (“GAAP”). These accounting principles
require us to make certain estimates, judgments and assumptions. We believe that the estimates, judgments and assumptions upon which we rely are reasonable based upon
information available to us at the time that these estimates, judgments and assumptions are made. These estimates, judgments and assumptions can affect the reported amounts
of  assets  and  liabilities  as  of  the  date  of  the  consolidated  financial  statements  as  well  as  the  reported  amounts  of  revenues  and  expenses  during  the  periods  presented.  Our
consolidated  financial  statements  would  be  affected  to  the  extent  there  are  material  differences  between  these  estimates  and  actual  results.  In  many  cases,  the  accounting
treatment  of  a  particular  transaction  is  specifically  dictated  by  GAAP  and  does  not  require  management’s  judgment  in  its  application.  There  are  also  areas  in  which
management’s judgment in selecting any available alternative would not produce a materially different result.  The following discussion should be read in conjunction with our
consolidated financial statements and notes thereto appearing elsewhere in this report.

Overview

We intend for this discussion to provide information that will assist in understanding our financial statements, the changes in certain key items in those financial statements,
and the primary factors that accounted for those changes, as well as how certain accounting principles affect our financial statements.

Plan of Operation

The  Company’s  growth  strategy  includes  expansion  of  its  technology  base  through  organic  development  efforts,  strategic  partnerships,  and  strategic  acquisitions  where
appropriate. The  Company  provides  its  broad  range  of  technology  solutions  with  an  emphasis  on  the Vision Technology  market  sector  and,  more  specifically,  the  Machine
Vision  subsector.  Machine  Vision  companies  provide  imaging-based  automatic  inspection  and  analysis  for  process  control  for  industry  with  potential  expansion  into  other
markets.  Duos  is  currently  developing  industry  solutions  for  its  target  markets  which  will  address  rail,  trucking,  aviation  and  other  vehicle-based  processes.  Duos’  initial
offering, the Railcar Inspection Portal (RIP), provides both freight and transit railroad customers and select government agencies the ability to conduct fully automated railcar
inspections of trains while they are moving at full speed.

Specifically, based upon the current and anticipated business growth, the Company is investing in resources to focus on execution within its target markets. We continue to
evaluate key requirements within those markets, our go-to-market strategy and add development resources to allow us to compete for additional projects to drive additional
revenue growth.

19 

 
 
 
 
 
 
 
 
 
 
 
Prospects and Outlook

The Company’s focus is to improve operational and technical execution which, we believe, will in turn enable the commercial side of the business to expand RIP and ALIS
delivery into existing customers and to expand and diversify our current customer base. The Company’s primary customers have indicated readiness to order more equipment
and  services  should  the  Company  execute  as  expected  on  key  deliverables.  With  the  Company  working  toward  a  subscription  platform  approach  and  its  expansion  of  its
artificial intelligence offering, this will also open up additional commercial avenues to the Company. Historically, the Company has been focused on large, one-time sales with
the subscription opportunities representing an expanded addressable market with emphasis on recurring revenues.

Additionally,  the  Company  is  making  engineering  and  software  upgrades  to  the  RIP  to  meet  anticipated  Federal  Railroad Association  (FRA)  and Association  of American
Railroad (AAR) standards. These upgrades will continue to be released throughout 2024 and are expected to drive revenue growth this year and beyond.

The Company is expanding its focus in the rail industry to encompass passenger transportation and was awarded a large, multi-year contract with a national rail carrier. The
Company anticipates that it will install a two-RIP solution for the carrier in 2024, with a long-term services agreement commencing upon delivery of the system. 

Although the Company’s prospects for future revenue growth are anticipated to be favorable, investing in our securities involves risk and careful consideration should be made
before deciding to purchase our securities. There are many risks that affect our business and results of operations, some of which are beyond our control and unexpected macro
events can have a severe impact on the business. Please see the risk factors identified in “Item 1A – Risk Factors” elsewhere in this Annual Report.

Results of Operations

The following discussion should be read in conjunction with the consolidated financial statements included in this report.

For the year ended December 31, 2023 compared to December 31, 2022

The following table sets forth a summary of our Consolidated Statements of Operations that is used in the following discussions of our results of operations:

Revenues
Cost of revenues
Gross margin
Operating expenses
Loss from operations
Other income
Net loss

For the Years Ended

December 31,

2023

2022

  $

  $

7,471,198    $
6,162,317     
1,308,881     
12,755,447     
(11,446,566)    
204,848     
(11,241,718)   $

15,012,366 
10,264,263 
4,748,103 
11,613,252 
(6,865,149)
366 
(6,864,783)

20 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
     
 
   
   
   
   
   
 
  
 
Revenues

Revenues:
Technology systems
Services and consulting

Total revenues

2023

For the Years Ended

December 31,

2022

% Change

  $

  $

3,618,022    $
3,853,176     

11,190,292     
3,822,074     

7,471,198    $

15,012,366     

-68%
1%

-50%

For the full year 2023, there was a 50% decrease in overall revenues compared to 2022. This decrease was primarily driven by the substantial completion of two freight RIP
projects, alongside ongoing procurement and manufacturing for our transit-focused RIPs in 2022. However, in 2023, despite progress into the advanced stages of procurement
and  manufacturing  for  the  transit-focused  RIPs,  customer-driven  delays  beyond  the  Company’s  control  arose  during  the  ongoing  production  of  the  two  high-speed  transit-
focused  RIPs  and  thus  resulted  in  timing  delays  of  the  overall  project  delivery  timeline  shifting  anticipated  revenues  into  2024.  For  the  full  year  2023,  there  was  a  small
increase in services and consulting revenues as there were one-time services performed in 2022, related to major site maintenance and repairs for a single customer which did
not  occur  in  2023.  Underlying  recurring  revenues  climbed  by  approximately  23%  on  a  year-over-year  basis.  This  growth  is  fueled  by  the  expansion  of  service  contracts
following the completion of new portals in early 2023, coupled with the deployment of AI services deployed with several customers. The Company is focusing on increasing its
business from services and the increase is the result of new contracts for existing and new systems which the Company anticipates will continue growing throughout 2024 and
beyond. The Company continues to navigate delays outside of the Company's control related to the ongoing production and installation of our two high-speed transit-focused
Railcar Inspection Portals. Management cautions that because of the delays in anticipated start dates, certain installations may produce revenues towards the end of 2024. These
deferrals resulted in a slightly lower revenue growth performance than originally anticipated. However, the bulk of these deferred revenues are expected to be reported in 2024.

While  customer-driven  delays  in  the  installation  of  our  high-speed  transit-focused  Railcar  Inspection  Portals  have  impacted  revenue  growth  timing  year-over-year,  the
Company's  capital  structure  remains  resilient,  allowing  us  to  pursue  large  projects  despite  unexpected  delays.  It  should  be  noted  that  the  Company  recently  increased  its
working capital to account for an increase in pre-contract procurement activities to avoid a slowdown in revenues caused by delays in receiving certain components as had been
the case in previous years. The Company undertook a major review of operations during 2021 and made significant changes in staffing including additional engineering staff
and revamping its software development and Artificial Intelligence staffing. These efforts have yielded benefits throughout 2022, 2023 and beyond.

Overall, in 2023, the Company achieved notable success in advancing procurement and manufacturing for its transit-focused RIPs, expanding service contracts, and securing
new AI contracts and growing its AI portfolio, including the announcement of its inaugural subscription customer. Recurring revenue from services and consulting continues to
grow and is expected to contribute significantly to future revenue streams, bolstered by new long-term contracts with existing customers expected to commence in the coming
months.

Cost of Revenues

Cost of revenues:
Technology systems
Services and consulting
Total cost of revenues

2023

For the Years Ended

December 31,

2022

% Change

  $

  $

4,352,247    $
1,810,070     
6,162,317    $

8,376,649     
1,887,614     
10,264,263     

-48%
-4%
-40%

21 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
    
  
   
 
   
      
      
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
    
  
   
 
 
 
Cost  of  revenues  largely  comprises  equipment,  certain  fixed  labor  and  overhead  necessary  to  support  the  implementation  of  new  systems  and  support  and  maintenance  of
existing systems. Cost of revenues on technology systems decreased during the period compared to the equivalent period in 2022 in-line with the decline in project revenues.
The  decline  in  costs  generally  follows  the  same  trend  as  project  revenues  year-over-year  as  a  result  of  an  overall  timing  difference  of  major  project  work  related  to  the
substantial completion of two freight Railcar Inspection Portals and subsequent progression of procurement and manufacturing for the transit-focused RIPs compared to the
equivalent  period  in  2023  where  the  Company  continued  to  progress  into  the  advanced  stages  of  procurement  and  manufacturing  of  the  transit-focused  RIPs,  which  it
anticipates completing during 2024.

These  internal  costs  are  being  recognized  against  project  and  support  revenues  with  a  similar  reduction  in  costs  previously  recognized  for  research  and  development,
engineering  and  internal  support.  The  project  costs  reflect  subsequent  allocations  of  fixed  costs  related  to  the  staff  and  departmental  costs  associated  with  procurement,
manufacturing and installation of RIP installations. As such, in 2023, this fixed component contributed to a negative margin on the Technology systems revenues. In concert
with this, there is a continued focus on construction costs and savings through efficiency, but the Company has elected to retain its key employees in anticipation of expected
sales growth in technology systems and services in 2024 and beyond.

Cost  of  revenues  decreased  on  services  and  consulting  year-over-year.  The  decrease  in  costs  was  a  result  of  one-time  services  performed  in  2022,  related  to  major  site
maintenance  and  repairs  for  a  single  customer  slightly  offset  by  additional  services  costs  related  to  the  completion  of  two  new  freight  portals  in  early  2023. The  Company
continues to put into service additional artificial intelligence algorithms and maintenance and support services which are high margin and represent only marginal increases in
the requisite costs to deliver these services.

Gross Margin

Revenues
Cost of revenues
Gross margin

2023

For the Years Ended

December 31,

2022

% Change

  $

  $

7,471,198    $
6,162,317     
1,308,881    $

15,012,366     
10,264,263     
4,748,103     

-50%
-40%
-72%

Gross margin showed a decrease for the year ended December 31, 2023 as compared to the same period in 2022. As noted above, the decline in margin was a direct result of an
increased level of business activity the Company recognized in 2022 related to the delivery of two freight portals and the progression of the transit-focused RIPs compared to
the activity in 2023 as well as project delays that were experienced in the latter half of 2023. The business activity in 2023 consisted primarily of continued progression into the
advanced stages of procurement and manufacturing for the transit-focused RIPs. The Company began to recognize revenue and profit on those activities in accordance with its
revenue recognition policy. The recognition of the revenue and subsequent profit from these projects, as well as underlying services and maintenance revenues from existing
and recently completed projects, coupled with the previously mentioned fixed departmental costs resulted in a gross margin of approximately 18%. By comparison for the full-
year 2022, the Company had increased business activity from a handful of projects primarily related to the substantial completion of two freight RIPs along with significant
progress made on the procurement and manufacturing of our two transit-focused RIPs. The recognition of the revenue and subsequent profit from these major projects, as well
as underlying services and maintenance revenues from existing projects, resulted in a 32% gross margin in 2022.

22 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
    
  
   
  
 
 
Operating Expenses

Operating expenses:
Sales and marketing
Research and development
General and Administration
Total operating expense

2023

1,493,309    $
1,812,951     
9,449,187     
12,755,447    $

  $

  $

For the Years Ended

December 31,

2022

% Change

1,337,186     
1,651,064     
8,625,002     
11,613,252     

12%
10%
10%
10%

Overall operating expenses were higher by 10% in 2023 as compared to the full-year 2022. There was a 12% increase in sales and marketing related to increased investment
into the capability of the commercial team, including the addition of professionals with extensive experience and leadership in the rail industry. Research and development costs
saw  a  10%  uptick  during  the  year,  driven  by  the  increased  personnel  costs  related  to  the  departments  allocated  to  R&D.  Additionally,  a  10%  increase  in  general  and
administration costs was influenced by several factors, including non-cash amortization charges associated with roughly 400,000 share options that were issued during 2023 as
well as an increase in incentive programs tied to certain 2022 performance targets. These efforts reflect a focus on employee retention and to drive higher performance and
attract and retain better quality resources in a tight labor market. The Company still faces some pressure on existing staff compensation as a result of inflation in prior years but
remains focused to manage and stabilize administrative costs without interruption to customer service. Other factors driving the increase in general and administration costs
include an increase in depreciation charges linked to capitalized AI development cost for third party support to expand Duos’ AI catalog to over 40 algorithms by the end of
2023. Lastly the Company saw increased general and administration costs related to a financing deal which was ultimately not consummated with a bank as well as additional
legal and consulting fees related to intellectual property and patents documentation and support. These changes in expenses reflect the Company's ongoing efforts to invest in
talent, expand capabilities, and drive growth in line with its operating plan. 

Loss From Operations

The losses from operations for the years ended December 31, 2023 and 2022 were $11,446,566 and $6,865,149, respectively. The increase in losses from operations during the
year was the result of declining system revenues stemming from a decrease in business activity as well as project delays experienced in the latter half of 2023 that were beyond
the Company’s control. The Company has continued to face inflation and supply chain pressures during 2023 and, as normal course of business, has worked to balance these
impacts through management of customer contracts and cost control efforts.

Interest Expense

Interest  expense  for  the  years  ended  December  31,  2023  and  2022  was  $7,159  and  $9,191,  respectively.  The  reduction  in  interest  expense  was  primarily  attributed  to  the
extinguishment of equipment financing payables in 2023 that were present during 2022.

Other Income

Other income for the years ended December 31, 2023 and 2022 was $212,007 and $9,557, respectively. The increase is mainly attributable to the Company's sale of its iCAS
assets to a purchaser in the second quarter of 2023 for $165,000 through a convertible note.

Net Loss

The net loss for the years ended December 31, 2023 and 2022 was $11,241,718 and $6,864,783, respectively. The increase in net loss is primarily attributable to the decrease in
project activity in 2023 compared to 2022, offset slightly with an increase in the Company’s recurring services and consulting. Net loss per common share was $1.56 and $1.11
for the years ended December 31, 2023 and 2022, respectively.

Liquidity and Capital Resources

As of December 31, 2023, the Company has a cash balance of $2,441,842 and an Accounts Receivable balance of $1,462,463.

23 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
      
      
  
   
   
  
 
 
 
 
 
 
 
 
 
 
 
 
Cash Flows

The following table sets forth the major components of our statements of cash flows data for the periods presented:

Net cash used in operating activities
Net cash used in investing activities
Net cash provided in financing activities
Net increase (decrease) in cash

For the Years Ended

December 31,

2023

2022

  $

  $

(8,746,564)   $
(1,093,909)    
11,161,223     
1,320,750    $

(7,873,307)
(644,888)
8,745,567 
227,372 

Net cash used in operating activities for the years ended December 31, 2023 and 2022 was $8,746,564 and $7,873,307, respectively. The increase in net cash used in operations
for the year ended December 31, 2023 was the result of expenditures related to current projects as previously discussed as well as expenditures related to projects which the
Company anticipates will be completed in 2024. In addition, there are several changes in assets and liabilities that increased the use of cash in operations including decreases in
accounts payable, accrued expenses and the operating lease obligation.

Net  cash  used  in  investing  activities  for  the  years  ended  December  31,  2023  and  2022  was  $1,093,909  and  $644,888,  respectively.  The  Company  continued  to  invest  in
computing, lab equipment, internal use software and artificial intelligence detections development as reflected in the year-over-year increase in 2023.

Net cash provided in financing activities for the years ended December 31, 2023 and 2022 was $11,161,223 and $8,745,567, respectively. Cash flows provided by financing
activities during 2023 were primarily attributable to gross proceeds from the issuance of preferred stock to shareholders in the amount of $11,500,000, offset by $25,797 in
issuance costs. 2023 marked an increase from 2022 financing activities of $8,745,567.

During 2023, we funded our operations through the sale of our equity (or equity linked) securities, and through revenues generated and cash received from ongoing project
execution, services and associated maintenance revenues. As of March 27, 2024, we have cash on hand of approximately $3,329,753 after an equity capital raise in March 2024
which provided net proceeds of $2,745,000. We have approximately $165,500 in monthly lease and other mandatory payments, not including payroll and ordinary expenses
which are due monthly.

On a long-term basis, our liquidity is dependent on the continuation and expansion of operations and receipt of revenues. Our current capital and access to further capital and
revenues are sufficient to fund such expansion we are now less dependent on timely payments by our customers for projects and work in process, however we expect such
timely payments to continue. Material cash requirements will be satisfied within the normal course of business including substantial upfront payments from our customers prior
to starting projects. In some cases, the Company may elect to purchase materials and supplies in advance of contract award but where there is a high probability of that award.
Most, if not all, high value items that are pre-purchased, can be re-purposed if necessary. The maximum amount of material cash requirements not currently supported by up-
front customer deposits is expected to be less than $1 million.

Demand for the products and services will be dependent on, among other things, market acceptance of our products and services, the technology market in general, and general
economic conditions, which are cyclical in nature. In as much as a major portion of our activities is the receipt of revenues from the sales of our products and services, our
business operations may be adversely affected by our competitors and prolonged recession periods although these are not considered to be a factor at present.

In the event of expansion into owning and operating its own Railcar Inspection Portals, the Company’s cash requirements and timing may shift. Specifically, the Company
would endeavor to buy all materials ahead of time and invest in the RIP with follow-on contracts for long-term services and licensing. While this would shift the Company’s
cash requirements, it anticipates a 12 – 18-month cash break-even point for each site and an opportunity for improved cash flows over time with high-margin agreements with
the investment bolstered by access to further funding via common stock and private placement offerings.

Liquidity

Under Accounting Codification ASC 205, Presentation of Financial Statements—Going Concern (Subtopic 205-40) (“ASC 205-40”), the Company has the responsibility to
evaluate whether conditions and/or events raise substantial doubt about its ability to meet its future financial obligations as they become due within one year after the date that
the financial statements are issued. As required by ASC 205-40, this evaluation shall initially not take into consideration the potential mitigating effects of plans that have not
been fully implemented as of the date the financial statements are issued. Management has assessed the Company’s ability to continue as a going concern in accordance with
the requirement of ASC 205-40.

24 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
     
 
   
   
  
 
 
 
 
 
 
 
 
 
 
As reflected in the accompanying consolidated financial statements, the Company had a net loss of $11,241,718 for the year ended December 31, 2023. During the same period,
cash  used  in  operating  activities  was  $8,746,564.  The  working  capital  surplus  and  accumulated  deficit  as  of  December  31,  2023,  were  $3,009,842  and  $63,603,552,
respectively. In previous financial reports, the Company had raised substantial doubt about continuing as a going concern. This was principally due to a lack of working capital
prior to an underwritten offerings and private placements which were completed during the first, third and fourth quarters of 2022, the first, third and fourth quarters of 2023, as
well as the first quarter of 2024.

As previously noted, the Company was successful during 2023 in raising gross proceeds of over $11,500,000 from the sale of Series E and F Preferred Stock. Additionally, late
in the first quarter of 2024, the Company raised gross proceeds of $2,745,000 from the issuance of a combination of Series D and E Preferred Stock (See Note 17). As part of its
strategy,  the  Company  will  endeavor  to  utilize  the  Preferred  Series  E  and  the  remainder  of  the  Series  D  as  additional  funding  mechanisms. Additionally,  during  the  second
quarter  of  2024,  the  Company  will  again  have  access  to  its  S-3  “shelf  registration”  statement  allowing  the  Company  to  sell  additional  common  shares. At  the  time  of  this
document, the Company estimates that it has available capacity on its shelf registration which it can utilize to bolster working capital and growth of the business in the event it
did not have an uptake in the preferred classes of shares previously noted. Although additional investment is not assured, the Company is comfortable that it would be able to
raise sufficient capital to support expanded operations based on an anticipated increase in business activity. In the long run, the continuation of the Company as a going concern
is  dependent  upon  the  ability  of  the  Company  to  continue  executing  its  business  plan,  generate  enough  revenue,  and  attain  consistently  profitable  operations. Although  the
lingering  effects  of  the  global  pandemic  related  to  the  coronavirus  (Covid-19)  previously  affected  our  operations,  particularly  in  our  supply  chain,  we  now  believe  that  the
supply chain lags have largely been abated. We have analyzed our cash flow under “stress test” conditions and have determined that we have sufficient liquid assets on hand or
available via the capital markets to maintain operations for at least twelve months from the issuance date of this report.

In addition, management has taken and continues to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-
aligning both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product strategy on opportunities
that  are  likely  to  bear  results  in  the  relatively  short  term. The  Company  believes  that,  with  the  combination  of  commercial  sales  success,  Series  E  Preferred  Stock  offering
coupled with an S-3 shelf registration availability starting in the second quarter of 2024, it will have sufficient working capital to meet its obligations over the following twelve
months. In the last twelve months the Company has seen growth in its contracted backlog as well as significant, positive signs from new commercial projects that indicate
improvements in future revenues.

Management believes that, at this time, the conditions in our market space with ongoing contract delays and the additional time needed to execute on new contracts previously
reported  have  put  a  strain  on  our  cash  reserves.  However,  recent  private  placements  as  well  as  the  availability  to  raise  capital  via  its  shelf  registration  indicate  there  is  no
substantial doubt for the Company to continue as a going concern for a period of twelve months. We continue executing the plan to grow our business and achieve profitability.
The Company may selectively look at opportunities for fund raising in the future. Management has extensively evaluated our requirements for the next 12 months and has
determined that the Company currently has sufficient cash and access to capital to operate for at least that period.

While no assurance can be provided, management believes that these actions provide the opportunity for the Company to continue as a going concern and to grow its business
and achieve profitability with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability of the Company
to continue executing the plan described above which was put in place in late 2022 and will continue in 2024 and beyond. As a result, we expect to generate sufficient revenue
and  to  attain  profitable  operations  with  minimal  cash  use  in  the  next  12-18  months.  These  consolidated  financial  statements  do  not  include  any  adjustments  related  to  the
recoverability  and  classification  of  recorded  asset  amounts  and  classification  of  liabilities  that  might  be  necessary  should  the  Company  be  unable  to  continue  as  a  going
concern.

25 

 
 
 
 
 
 
 
 
 
Critical Accounting Estimates

Revenue Recognition

The  Company  recognizes  revenue  over  time  using  a  cost-based  input  methodology  in  which  significant  judgment  is  required  to  estimate  costs  to  complete  projects. These
estimated  costs  are  then  used  to  determine  the  progress  towards  contract  completion  and  the  corresponding  amount  of  revenue  to  recognize.  The  Company  follows  the
principles  in ASC  606  which  include  the  following:  a  contract  with  a  customer  creates  distinct  contract  assets  and  performance  obligations,  satisfaction  of  a  performance
obligation creates revenue, and a performance obligation is satisfied upon transfer of control to a good or service to a customer.

Revenue is recognized by evaluating the Company revenue contracts with customers based on the five-step model under ASC 606:

Identify the contract with the customer
Identify the performance obligations in the contract

1.
2.
3. Determine the transaction price
4. Allocate the transaction price to separate performance obligations; and
5. Recognize revenue when (or as) each performance obligation is satisfied.

The Company generates revenue from four sources:

1. Technology Systems
2. AI Technologies
3. Technical Support
4. Consulting Services

Stock Based Compensation  

The Company accounts for employee and non-employee stock-based compensation in accordance with ASC 718-10, “Share-Based Payment,” which requires the measurement
and recognition of compensation expense for all share-based payment awards made to employees and directors including stock options, restricted stock units, and employee
stock purchases based on estimated fair values. The stock-based compensation carries a graded vesting feature subject to the condition of time of employment service with
awarded stock-based compensation tranches vesting evenly upon the anniversary date of the award.

The Company estimates the fair value of stock options granted using the Black-Scholes option-pricing formula. In accordance with ASC 718-10-35-8, the Company elected to
recognize the fair value of the stock award using the graded vesting method as time of employment service is the criteria for vesting. The Company amortizes the fair value of
the  stock  award  over  the  requisite  service  periods  of  the  awards,  which  is  generally  the  vesting  period. The  Company’s  determination  of  fair  value  using  an  option-pricing
model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.

The  Company  estimates  volatility  based  upon  the  historical  stock  price  of  the  Company  and  estimates  the  expected  term  for  stock  options  using  the  simplified  method  for
employees and directors and the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities with
similar maturities.

26 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 7A. Quantitative and Qualitative Disclosures About Market Risk

Not applicable.

Item 8. Financial Statements and Supplementary Data.

Our consolidated financial statements are contained in pages F-1 through F-35 which appear at the end of this Annual Report on Form 10-K.

Item 9. Changes in and Disagreements with Accountants on Accounting and Financial Disclosures.

There are no reportable events under this item for the year ended December 31, 2023.

Item 9A. Controls and Procedures.

Evaluation of Disclosure Controls and Procedures

With the participation of our Chief Executive Officer, Chief Financial Officer and Controller, we have evaluated the effectiveness of our disclosure controls and procedures (as
such term is defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the “Exchange Act”)), as of the end of the period covered by
this Report. Based upon such evaluation, our Chief Executive Officer, Chief Financial Officer and Controller have concluded that, as of the end of such period, our disclosure
controls  and  procedures  were  effective  to  ensure  that  information  required  to  be  disclosed  by  us  in  the  reports  that  we  file  or  submit  under  the  Exchange Act  is  recorded,
processed, summarized and reported within the time periods specified in the SEC’s rules and forms and is accumulated and communicated to our management, including our
Chief Executive Officer, Chief Financial Officer and Controller, as appropriate to allow timely decisions regarding required disclosure.

Management’s Annual Report on Internal Control over Financial Reporting

Our management is responsible for establishing and maintaining adequate internal control over financial reporting (as defined in Rule 13a-15(f) under the Exchange Act). Our
management, under the supervision and with the participation of our Chief Executive Officer, Chief Financial Officer and Controller, evaluated the effectiveness of our internal
control  over  financial  reporting  as  of  the  end  of  the  period  covered  by  this  report.  In  making  this  assessment,  our  management  used  the  criteria  set  forth  in  the  framework
contained  in  Internal  Control  —  Integrated  Framework  (2013)  issued  by  the  Committee  of  Sponsoring  Organizations  of  the Treadway  Commission  (COSO).  Based  on  that
evaluation, our management concluded that our internal control over financial reporting was effective as of the end of the period covered by this report based on those criteria.

Our  internal  control  over  financial  reporting  is  a  process  designed  under  the  supervision  of  our  Chief  Executive  Officer,  Chief  Financial  Officer  and  Controller  to  provide
reasonable  assurance  regarding  the  reliability  of  financial  reporting  and  the  preparation  of  our  consolidated  financial  statements  for  external  purposes  in  accordance  with
generally accepted accounting principles, or GAAP. Internal control over financial reporting includes those policies and procedures that (i) pertain to the maintenance of records
that,  in  reasonable  detail,  accurately  and  fairly  reflect  the  transactions  and  dispositions  of  our  assets,  (ii)  provide  reasonable  assurance  that  transactions  are  recorded  as
necessary to permit preparation of financial statements in accordance with GAAP, and that receipts and expenditures are being made only in accordance with authorizations of
our management and directors, and (iii) provide reasonable assurance regarding prevention or timely detection of unauthorized acquisition, use or disposition of our assets that
could have a material effect on the financial statements.

With the participation of our Chief Executive Officer, Chief Financial Officer and Controller, we have evaluated the effectiveness of our disclosure controls and procedures (as
such term is defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the “Exchange Act”)), as of the end of the period covered by
this Report. Based upon such evaluation, our Chief Executive Officer, Chief Financial Officer and Controller have concluded that, as of the end of such period, our disclosure
controls  and  procedures  were  effective  to  ensure  that  information  required  to  be  disclosed  by  us  in  the  reports  that  we  file  or  submit  under  the  Exchange Act  is  recorded,
processed, summarized and reported within the time periods specified in the SEC’s rules and forms and is accumulated and communicated to our management, including our
Chief Executive Officer, Chief Financial Officer and Controller, as appropriate to allow timely decisions regarding required disclosure.

Because of its inherent limitations, internal control over financial reporting may not prevent or detect misstatements. Also, projections of any evaluation of effectiveness to
future periods are subject to the risk that controls may become inadequate because of changes in conditions, or that the degree of compliance with policies or procedures may
deteriorate. Changes in Internal Control over Financial Reporting There were no changes in our internal control over financial reporting (as such term is defined in Rules 13a-
15(f)  and  15d-15(f)  of  the  Exchange Act)  during  the  year  ended  December  31,  2023,  that  have  materially  affected  or  are  reasonably  likely  to  materially  affect  our  internal
control over financial reporting.

Changes in Internal Control over Financial Reporting

There were no changes in our internal control over financial reporting (as such term is defined in Rules 13a-15(f) and 15d-15(f) of the Exchange Act) for the quarter ended
December 31, 2023, that have materially affected or are reasonably likely to materially affect our internal control over financial reporting.

Item 9B. Other Information.

Trading Plans

During  the  quarter  ended  December  31,  2023,  no  director  or  Section  16  officer  adopted  or  terminated  any  Rule  10b5-1  trading  arrangements  or  non-Rule  10b5-1  trading
arrangements (in each case, as defined in Item 408(a) of Regulation S-K).

Item 9C. Disclosure Regarding Foreign Jurisdictions that Prevent Inspections

Not applicable.

27 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 10. Directors, Executive Officers and Corporate Governance

PART III

The following is a list of our executive officers and directors. All directors serve one-year terms or until their successors are duly qualified and elected or his earlier resignation,
removal or disqualification. The officers of the Company are elected by the Board.

Name
Charles P. Ferry
Andrew W. Murphy
Kenneth Ehrman(1)
Frank Lonegro (2)
Ned Mavrommatis (3)
James Craig Nixon (4)
———————
(1)   Chairman  of  our  Board  of  Directors,  member  of  the  Compensation  Committee,  Chairman  of  the  Corporate  Governance  and  Nominating  Committee,  and  resigned  his

  Position
  Chief Executive Officer, Director
  Chief Financial Officer
  Chairman
  Director

  Director
  Director

Age
57
40
52
55

52
63

membership of the Audit Committee effective April 1, 2024.
Independent Director and Member of the Audit Committee effective April l, 2024.   

(2)
(3) Chairman of the Audit Committee, member of the Compensation Committee and Corporate Governance and Nominating Committee.
(4) Chairman of the Compensation Committee, member of the Audit Committee and the Corporate Governance and Nominating Committee.

Charles P. Ferry, Chief Executive Officer, Director

Mr. Ferry was appointed Chief Executive Officer, effective September 1, 2020. Mr. Ferry was then elected as a member of our Board of Directors on November 19, 2020 by our
shareholders. Mr. Ferry combines over three years of experience in the energy industry and seven years in the defense contracting industry following 26 years of active-duty
service in the United States Army. From 2018 through 2020, Mr. Ferry was the Chief Executive Officer for APR Energy, a global fast-track power company. Prior to this, Mr.
Ferry  was  the  President  and  Chief  Operating  Officer  of  APR  Energy  from  2016  to  2018.  From  2014  to  2016,  Mr.  Ferry  was  the  General  Manager  for  ARMA  Global
Corporation, a wholly owned subsidiary of General Dynamics, a defense contracting company that delivered Information Technology engineering, services, and logistics. Mr.
Ferry was the Vice President of ARMA Global Corporation from 2010 to 2014 before being acquired by General Dynamics. From 2009 to 2010, Mr. Ferry was the Director,
Business  Development  and  Operations  at  Lockheed-Martin.  His  leadership  assignments  in  the  U.S.  Army  include:  Director,  NORAD-NORTHCOM  Current  Operations,
Infantry  Battalion  Task  Force  Commander,  Joint  Special  Operations  Task  Force  Commander,  Regimental  and  Battalion  Operations  Officer,  and  Airborne  Rifle  Company
Commander. His military leadership assignments include 48 months of combat in Somalia, Afghanistan and Iraq.

Mr. Ferry has an undergraduate degree from Brigham Young University.

Our Board of Directors believes Mr. Ferry brings significant commercial and operational experience to the Company and has shown demonstrable leadership skills as both a
Military officer with a distinguished service record and in leading companies to profitable growth.

28 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Andrew W. Murphy, Chief Financial Officer

Mr.  Murphy  has  over  16  years  of  progressive  business  experience  in  accounting  and  finance  including  nearly  five  years  of  public  company  experience  for  a  London  Stock
Exchange-based company. He joined Duos Technologies, Inc. in 2020 where he served on the Commercial team to support new project bids while also building out the Finance
function. Prior to joining Duos, from 2011 to 2020 Mr. Murphy held progressive senior Finance roles within APR Energy, a global fast-track power and asset management
company formerly listed on the London Stock Exchange (LSE). In these roles Mr. Murphy oversaw the pricing & risk management efforts for more than $800 million in new
business and asset transactions across the globe. Additionally, he was also responsible for managing the FP&A function as well as supporting M&A activity and the investor
relations function during APR Energy’s time on the LSE. Prior to his time with APR, Mr. Murphy served in corporate accounting roles within a Fortune 500 company as well as
time working in public accounting with a focus on tax and business services.

Mr. Murphy graduated from Jacksonville University “cum laude” with a business degree in Accounting and later received his Master’s degree in Business Administration with a
focus in Finance.

Kenneth Ehrman, Chairman

Mr. Ehrman joined the Board on January 31, 2019. He was elected as Chairman of the Board in November 2020. As an innovator in intelligent machine to machine (MtoM
wireless technology) and industrial applications of the internet of things (IoT), Mr. Ehrman has coauthored more than 40 patents in wireless communications, mobile data, asset
tracking, power management cargo and impact sensing as well as rental car management.  Mr. Ehrman is the founder of Halo Collar, which invented a technology used for the
tracking of canines to replace GPS-based wireless fences. Halo Collar has recorded more than 20,000-unit sales since its inception in July 2020. He also currently serves as an
independent consultant to several high-technology companies in supply chain/logistics and transportation. Mr. Ehrman advises technology companies focused on solutions for
these industries.

Prior to joining our Board, Mr. Ehrman served as Chief Executive Officer of I.D. Systems, Inc., a company he founded in 1993 as a Stanford University engineering student.
During his tenure at I.D. Systems, he pioneered the commercial use of radio frequency identification technology for industrial asset management and took the company public
on the Nasdaq in 1999. Under his leadership, I.D. Systems was named one of North America’s fastest growing technology companies by Deloitte in 2005, 2006, and 2012. Mr.
Ehrman received multiple awards during his time at I.D. Systems, including Deloitte Entrepreneur of the Year and Ground Support Worldwide Engineer/Innovator Leader.

Mr. Ehrman is also the Chairman of the Corporate Governance and Nominating Committee as well as a member of the Compensation Committee. The Board believes that Mr.
Ehrman’s management experience, engineering expertise and long history and familiarity with industries the Company currently operates in, make him ideally qualified to help
lead the Company towards continued growth.

Frank A. Lonegro, Director 

Mr. Lonegro was elected to the Board of Directors on July 19, 2023. Since February 2024, Mr. Lonegro has been the Chief Executive Officer and a board member of Landstar
Systems,  Inc.  (Nasdaq:  LSTR),  a  technology-focused  integrated  transportation  solutions  and  services  provider  based  in  Jacksonville,  Florida.  From  2020  to  early  2024,
Mr. Lonegro was an Executive Vice President and the Chief Financial Officer of Beacon Roofing Supply, Inc., the largest publicly traded distributor of roofing materials and
complementary building products in North America. Prior to Beacon, he had a nearly 20-year career with CSX Corporation, a Fortune 500 transportation company, where he
most  recently  served  as  Executive Vice  President  and  Chief  Financial  Officer  from  2015  to  2019.  Mr.  Lonegro’s  career  at  CSX  entailed  a  unique  blend  of  cross-functional
experience, combining financial, operational and functional executive leadership roles. As Chief Financial Officer, he helped lead transformative operational changes yielding
substantial  productivity  savings  and  markedly  improved  operating  margins  which  led  to  significant  stockholder  value  creation.  Prior  to  his  role  as  Chief  Financial  Officer,
Mr. Lonegro delivered strong results in key leadership roles of increasing responsibility across operations, service, information technology and internal audit. Prior to joining
CSX, Mr. Lonegro practiced law for seven years, focusing on complex commercial litigation, loan workouts and business transactions. Mr. Lonegro earned a bachelor’s degree
from Duke University, a law degree from the University of Florida and an MBA from the University of Florida.

29 

 
 
 
 
 
 
 
 
 
 
 
 
Ned Mavrommatis, Director

Mr. Mavrommatis has served as the Chief Financial Officer of Halo Collar since May 2022. The Halo Collar is the newest smart safety system for dogs. Co-founded by Cesar
Millan, this patented system utilizes proprietary technology & dog psychology to provide a wireless smart fence, smart training, GPS tracker and activity tracker combined into
one easy-to-use smart collar. Prior to Halo Collar Mr. Mavrommatis served as the Chief Financial Officer of PowerFleet, Inc. (NASDAQ: PWFL) from October 2019 to May
2022 and I.D Systems, Inc. (NASDAQ: IDSY) from August 1999 to October 2019. Mr. Mavrommatis started his career in public accounting.

Mr.  Mavrommatis  received  a  Master  of  Business  Administration  in  finance  from  New  York  University’s  Leonard  Stern  School  of  Business  and  a  Bachelor  of  Business
Administration in accounting from Bernard M. Baruch College, The City University of New York. Mr. Mavrommatis is also a Certified Public Accountant.

James Craig Nixon, Director

Mr. Nixon joined our Board of Directors on July 15, 2021 and serves as Chairman of the Compensation Committee and a member of the Audit and Corporate Governance and
Nominating Committees. Brigadier General Craig Nixon (Ret.) is a combat decorated, special operations soldier. Over a 29-year Army career, Brigadier General Nixon served
in a wide range of assignments including seven tours in special operations units including assignments as the Commander, 75th Ranger Regiment and Director of Operations
for Joint Special Operations Command (JSOC) and US Special Operations Command. He is a combat decorated soldier whose awards include the Distinguished Service Medal,
Silver Star, three Bronze Stars, and the Purple Heart.

After  retiring  from  the  Army  in  2011,  he  was  an  original  Partner  at  McChrystal  Group,  helped  create  a  highly  successful  leadership  consulting  company  and  led  their
engagements  with  a  number  of  technology  focused  Fortune  500  companies.  In  2013  he  became  the  Chief  Executive  Officer  of ACADEMI  and  over  three  years  through  a
combination of organic growth and acquisitions built Constellis Group, a global leader in security and training with over 10,000 employees in 30 countries. During his tenure
Constellis tripled in revenue to over $1 billion annually and saw a fivefold increase in EBITDA. Mr. Nixon is founder and Chief Executive Officer of Nixon Six Solutions from
January 2016 until present, a consulting firm focusing on growth and market entry strategy, leadership, and mergers & acquisitions. He is on a number of government and
technology boards and is also a frequent speaker on geopolitics, leadership, and veterans’ challenges.

Brigadier General Nixon is a graduate of Auburn University and has earned master’s degrees from the Command and Staff College and the Air War College. He is a decorated
retired  General  Officer,  successful  entrepreneur,  and  passionate  supporter  of  veteran  non-profit  organizations.  He  was  selected  for  the  Ranger  Hall  of  Fame  and  Auburn
University at Montgomery Top Fifty Alumni in 2017.

Our Board of Directors believes that Mr. Nixon’s extensive military and management experience and familiarity with technology industries make him ideally suited to help lead
the Company towards excellence in operations and strategic planning.

30 

 
 
 
 
 
 
 
 
 
 
 
 
 
Key Employees

Jeff Necciai, Chief Technology Officer, Operating Subsidiary Duos Technologies, Inc.

Mr. Necciai brings over 25 years of experience in designing, developing, and delivering value-driven technology solutions across a wide range of industries to Duos. Prior to
joining Duos in January 2021, Jeff served as the Chief Technology Officer of NASCENT Technology, where he cultivated and led high-performing cross-functional product
teams  to  develop  and  deliver  comprehensive  gate  automation  solutions  to  rail  and  maritime  terminal  customers.  Jeff  was  responsible  for  the  solution  design  and  software
architecture for many of the company's innovations, including an advanced OCR and imaging solution, proprietary point-to-point VoIP technology, an automated work queue
management system, a line of integrated “smart” outdoor IP-based callboxes, and a comprehensive human-assisted security and surveillance platform. In 2001, Jeff co-founded
and served as Lead Systems Architect for Solution Dynamics, which developed remote digital video surveillance products for institutional customers. Jeff is listed on several
technology-based patents and has contributed articles for publications such as American Shipper, World Cargo News, and the Journal of Commerce. Jeff holds a Bachelor of
Science Degree in Business Administration from Clarion University of Pennsylvania.

Chris King, Chief Commercial Officer, Operating Subsidiary Duos Technologies, Inc.

Mr. King joins Duos with over 20 years of operational and commercial leadership experience within the energy and supply chain sectors. Prior to joining Duos, he served in a
series of progressive management roles within APR Energy (“APR”), a global fast track power company. During Mr. King’s time at APR, his responsibilities included: leading
all  power  plant  operations,  which  consisted  of  16  sites  around  the  world  and  over  500  employees;  managing  acquisition  integrations  of  over  $300  million  in  new  projects;
maintaining full P&L accountability for all operations; and building and heading up a team that closed over $1 billion in new revenue, asset sales, and contract extensions. Prior
to his time at APR, Mr. King held several operational leadership roles at CEVA Logistics, including a role as Lean Six Sigma Leader in charge of designing and executing
continuous improvement projects for CEVA operations across the world.

Family Relationships

There are no family relationships among any of our directors or executive officers.

Section 16(a) Beneficial Ownership Reporting Compliance

Section 16(a) of the Exchange Act requires the Company’s executive officers and directors, and persons who own more than 10% of the Company’s common stock, to file
reports of ownership and changes in ownership on Forms 3, 4 and 5 with the SEC.

Based solely on our review of certain reports filed with the SEC pursuant to Section 16(a) of the Exchange Act, the reports required to be filed with respect to transactions in
our Common Stock during the fiscal year ended December 31, 2023, were filed timely, except for one Form 4 for each of Mr. Ferry and Mr. Murphy in connection with grants
of options were not filed timely. 

Code of Ethics

The Company has adopted a Code of Ethics for adherence by its Chief Executive Officer and Chief Financial Officer, to ensure honest and ethical conduct, full, fair and proper
disclosure of financial information in the Company’s periodic reports filed pursuant to the Securities Exchange Act of 1934, and compliance with applicable laws, rules, and
regulations. Any person may obtain a copy of our Code of Ethics by mailing a request to the Company at 7660 Centurion Parkway, Suite 100, Jacksonville, Florida 33256.

Board Composition and Director Independence

Our Board of Directors currently consists of five members: Mr. Kenneth Ehrman, Mr. Charles P. Ferry, Mr. Ned Mavrommatis, Mr. James Craig Nixon, and Mr. Frank Lonegro.
The directors will serve until our next annual meeting and until their successors are duly elected and qualified. The Company defines “independent” as that term is defined in
Nasdaq Listing Rule 5605(a)(2).

In making the determination of whether a member of the board is independent, our board considers, among other things, transactions and relationships between each director
and his immediate family and the Company, including those reported under the caption “Certain Relationships and Related Party Transactions”. The purpose of this review is to
determine whether any such relationships or transactions are material and, therefore, inconsistent with a determination that the directors are independent. Based on such review
and  its  understanding  of  such  relationships  and  transactions,  our  board  affirmatively  determined  that  Mr.  Ehrman,  Mr.  Mavrommatis,  Mr.  Nixon,  and  Mr.  Lonegro  are  all
qualified as independent and none of them have any material relationship with us that might interfere with his exercise of independent judgment.

31 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Board Committees

Our Board of Directors has established an audit committee, a compensation committee and a corporate governance and nominating committee. Each committee has its own
charter, which is available on our website at www.duostech.com. Each of the board committees has the composition and responsibilities described below.

Members will serve on these committees until their resignation or until otherwise determined by our Board of Directors.

Mr.  Mavrommatis,  Mr.  Nixon  and  Mr.  Ehrman,  all  of  whom  are  independent  directors  within  the  meaning  of  the  Nasdaq’s  listing  rules,  are  the  Chairman  of  the  Audit
Committee, the Compensation Committee and the Corporate Governance and Nominating Committee, respectively. Each of the independent members of our Board of Directors
also serves on one or more committees as previously disclosed.

Audit Committee

The Audit Committee oversees our accounting and financial reporting processes and oversees the audit of our financial statements and the effectiveness of our internal control
over financial reporting. The specific functions of this Committee include, but are not limited to:

·
·
·

·
·
·

·
·
·
·

appointing, approving the compensation of, and assessing the independence of our independent registered public accounting firm;
overseeing the work of our independent registered public accounting firm, including through the receipt and consideration of reports from such firm;
reviewing  and  discussing  with  management  and  the  independent  registered  public  accounting  firm  our  annual  and  quarterly  financial  statements  and  related
disclosures;
monitoring our internal control over financial reporting, disclosure controls and procedures and code of business conduct and ethics;
discussing our risk management policies;
establishing policies regarding hiring employees from the independent registered public accounting firm and procedures for the receipt and retention of accounting
related complaints and concerns;
meeting independently with our independent registered public accounting firm and management;
reviewing and approving or ratifying any related person transactions;
preparing the audit committee report required by SEC rules; and
oversight of cybersecurity risk management and governance.

Our board has determined that Mr. Mavrommatis is currently qualified as an “audit committee financial expert”, as such term is defined in Item 407(d)(5) of Regulation S-K.
Mr. Mavrommatis serves as the Chairman of the Audit Committee.

32 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Compensation Committee

The Committee’s compensation-related responsibilities include, but are not limited to:

·
·

·

·
·

·
·
·

reviewing and approving on an annual basis the corporate goals and objectives with respect to compensation for our Chief Executive Officer;
reviewing, approving and recommending to our board of directors on an annual basis the evaluation process and compensation structure for our other executive
officers;
determining the need for and the appropriateness of employment agreements and change in control agreements for each of our executive officers and any other
officers recommended by the Chief Executive Officer or board of directors;
providing oversight of management’s decisions concerning the performance and compensation of other Company officers, employees, consultants and advisors;
reviewing our incentive compensation and other equity-based plans and recommending changes in such plans to our board of directors as needed, and exercising all
the authority of our board of directors with respect to the administration of such plans;
overseeing and administering the Company’s Policy for the Recovery of Erroneously Awarded Compensation;
reviewing and recommending to our board of directors the compensation of independent directors, including incentive and equity-based compensation; and
selecting, retaining and terminating such compensation consultants, outside counsel or other advisors as it deems necessary or appropriate.

Mr. Nixon serves as the Chairman of the Compensation Committee.

33 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Corporate Governance and Nominating Committee

The responsibilities of the Corporate Governance and Nominating Committee include:

·
·
·
·
·

·
·
·

recommending to the board of directors nominees for election as directors at any meeting of stockholders and nominees to fill vacancies on the board;
considering candidates proposed by stockholders in accordance with the requirements in the Committee charter;
overseeing the administration of the Company’s Code of Ethics;
reviewing with the entire board of directors, on an annual basis, the requisite skills and criteria for board candidates and the composition of the board as a whole;
having the authority to retain search firms to assist in identifying board candidates, approve the terms of the search firm’s engagement, and cause the Company to
pay the engaged search firm’s engagement fee;
recommending to the board of directors on an annual basis the directors to be appointed to each committee of the board of directors;
overseeing an annual self-evaluation of the board of directors and its committees to determine whether it and its committees are functioning effectively; and
developing and recommending to the board a set of corporate governance guidelines applicable to the Company.

Mr. Ehrman serves as the Chairman of the Corporate Governance and Nominating Committee.

Involvement in Certain Legal Proceedings

To the best of our knowledge, none of our directors or executive officers has, during the past ten years:

·
·

·

·

·

·

been convicted in a criminal proceeding or been subject to a pending criminal proceeding (excluding traffic violations and other minor offenses);
had any bankruptcy petition filed by or against the business or property of the person, or of any partnership, corporation or business association of which he was a
general partner or executive officer, either at the time of the bankruptcy filing or within two years prior to that time;
been subject to any order, judgment, or decree, not subsequently reversed, suspended or vacated, of any court of competent jurisdiction or federal or state authority,
permanently  or  temporarily  enjoining,  barring,  suspending  or  otherwise  limiting,  his  involvement  in  any  type  of  business,  securities,  futures,  commodities,
investment, banking, savings and loan, or insurance activities, or to be associated with persons engaged in any such activity;
been found by a court of competent jurisdiction in a civil action or by the Securities and Exchange Commission or the Commodity Futures Trading Commission to
have violated a federal or state securities or commodities law, and the judgment has not been reversed, suspended, or vacated;
been the subject of, or a party to, any federal or state judicial or administrative order, judgment, decree, or finding, not subsequently reversed, suspended or vacated
(not including any settlement of a civil proceeding among private litigants), relating to an alleged violation of any federal or state securities or commodities law or
regulation, any law or regulation respecting financial institutions or insurance companies including, but not limited to, a temporary or permanent injunction, order
of  disgorgement  or  restitution,  civil  money  penalty  or  temporary  or  permanent  cease-and-desist  order,  or  removal  or  prohibition  order,  or  any  law  or  regulation
prohibiting mail or wire fraud or fraud in connection with any business entity; or
been the subject of, or a party to, any sanction or order, not subsequently reversed, suspended or vacated, of any self-regulatory organization (as defined in Section
3(a)(26)  of  the  Exchange Act),  any  registered  entity  (as  defined  in  Section  1(a)(29)  of  the  Commodity  Exchange Act),  or  any  equivalent  exchange,  association,
entity or organization that has disciplinary authority over its members or persons associated with a member.

Except  as  set  forth  in  our  discussion  below  in  “Certain  Relationships  and  Related  Transactions,”  none  of  our  directors  or  executive  officers  has  been  involved  in  any
transactions  with  us  or  any  of  our  directors,  executive  officers,  affiliates  or  associates  which  are  required  to  be  disclosed  pursuant  to  the  rules  and  regulations  of  the
Commission.

34 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 11. Executive Compensation

EXECUTIVE COMPENSATION 

The following table sets forth the total compensation received for services rendered in all capacities to our Company for the last two fiscal years, which was awarded to, earned
by, or paid to our Chief Executive Officer, Chief Financial Officer and Chief Accounting Officer (the “Named Executive Officers”).

Name and Principal Position

Charles P. Ferry,
Chief Executive Officer
(CEO)

Andrew W. Murphy,
Chief Financial Officer (CFO)
(5)

Adrian G. Goldfarb,
Former Chief Financial
Officer(10), Former Director

Connie L. Weeks,
Former Chief Accounting
Officer(15)

Year

2023
2022

2023
2022

2023
2022

2023
2022

Salary
($)

Bonus
($)

Options
($)

Other
Comp.
($)

Total
($)

260,625     
250,000     

125,000(1)
150,000(3)

73,365(2)    
235,144(4)    

221,010     
206,500     

224,675     
214,385     

—     
167,030     

57,240(6)
60,000 (8)    

58,692(7)    
188,115(9)    

31,000(11)    
50,000(13)    

55,024(12)   
176,358(14)   

— 
20,000 (16)   

— 
94,058(17)   

—     
—     

—     
—     

—     
—     

—     
—     

458,990 
635,144 

336,942 
454,615 

310,699 
440,743 

— 
281,088 

———————
(1) Represents $125,000 objectives bonus.
(2) Option compensation is the fair market value of 37,889 share, five-year options with a strike price of $4.22 and three-year vesting granted to Mr. Ferry as a retention

incentive. See table below for valuation methodology.

(3) Represents $150,000 objectives bonus.
(4) Option compensation is the fair market value of 100,000 share, five-year options with a strike price of $6.41 and three-year vesting granted to Mr. Ferry as a retention

incentive. See table below for valuation methodology.

(5) Mr. Murphy became Chief Financial Officer effective November 15, 2022.
(6) Represents $57,240 objectives bonus.
(7) Option compensation is the fair market value of 30,311 share, five-year options with a strike price of $4.22 and three-year vesting granted to Mr. Murphy as a retention

incentive. See table below for valuation methodology.

(8) Represents $60,000 objectives bonus.
(9) Option compensation is the fair market value of 80,000 share, five-year options with a strike price of $6.41 and three-year vesting granted to Mr. Murphy as a retention

incentive.  See table below for valuation methodology.

(10) Mr. Goldfarb retired as Chief Financial Officer effective November 15, 2022.
(11) Represents $31,000 objectives bonus.
(12) Option compensation is the fair market value of 28,417 share, five-year options with a strike price of $4.22 and three-year vesting granted to Mr. Goldfarb as a retention

incentive. See table below for valuation methodology.

(13) Represents $50,000 objectives bonus.
(14) Option compensation is the fair market value of 75,000 share, five-year options with a strike price of $6.41 and three-year vesting granted to Mr. Goldfarb as a retention

incentive.  See table below for valuation methodology.
(15) On December 31, 2022 Ms. Weeks retired from the Company.
(16) Represents bonus award for long service to the Company.
(17) Option  compensation  is  the  fair  market  value  of  40,000  share,  five-year  options  with  a  strike  price  of  $6.41  and  initial  three-year  vesting  granted  to  Ms. Weeks  as  a
retention incentive.  Ms. Weeks' options become fully vested upon her retirement on December 31, 2022 as an accommodation for long service to the Company. See table
below for valuation methodology.

35 

 
 
 
 
 
 
   
   
 
 
 
 
   
 
 
 
 
     
      
  
   
  
   
      
  
 
     
   
 
     
   
 
 
 
     
      
  
   
  
   
      
  
 
     
   
 
     
 
 
 
     
      
  
   
  
   
      
  
 
     
 
     
 
 
 
     
      
  
   
  
   
      
  
 
     
   
   
 
     
 
 
 
Risk free interest rate
Expected term in years
Dividend yield
Volatility of common stock
Estimated annual forfeitures

Outstanding Equity Awards at December 31, 2023

For the Years Ended
December 31,

2023
3.73%
3.50
—  
54% - 118%
—  

2022
0.97% - 3.15%
3.25 - 3.50
—  
72% - 80%
—  

Equity
Incentive
Plan
Awards;
Number of
shares
underlying
unexercised
unearned
options

Number of
shares
underlying
unexercised
options
exercisable

— 
33,333     
100,000     
—     
26,667     
20,000     
—     
25,000     
18,929     
18,929     
40,000     
18,929     
18,929     

37,889    $
66,667    $
—    $
         30,311    $
53,333    $
—    $
28,417    $
50,000    $
—    $
—    $
—    $
—    $
—    $

Option
exercise
price

Option
Expiration
date

4.22
6.41     
4.18     
4.22     
6.41     
4.35     
  4.22     
6.41     
6.00     
4.74     
6.41     
6.00     
4.74     

03/31/2028   
12/31/2026     
08/31/2025     
03/31/2028     
12/31/2026     
11/22/2025     
03/31/2028     
12/31/2026     
03/31/2025     
03/31/2025     
12/31/2026     
03/31/2025     
03/31/2025     

Number of
shares or
units of
stock that
have not
vested

Market
value of
shares or
units of
stock that
have not
vested $

—   
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     

Equity
Incentive
Plan
Awards:
Number of
unearned
shares, units
or other
rights that

have not vested    

Equity
Incentive
Plan
Awards:
Market or
payout value
of unearned
shares, units
or other
rights that
have not
vested $

—   
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     
—     

37,889
66,667     
—     
30,311     
53,333     
—     
28,417     
50,000     
—     
—     
—     
—     
—     

$0 
$0 
— 
               $0 
$0 
— 
               $0 
$0 
— 
— 
— 
— 
— 

Name
Charles P. Ferry
Charles P. Ferry
Charles P. Ferry
Andrew W. Murphy
Andrew W. Murphy
Andrew W. Murphy
Adrian G. Goldfarb
Adrian G. Goldfarb
Adrian G. Goldfarb
Adrian G. Goldfarb
Connie L. Weeks
Connie L. Weeks
Connie L. Weeks

Employment Agreements

Charles P. Ferry

On September 1, 2020, the Company entered into an employment agreement (the “Ferry Employment Agreement”) with Charles P. Ferry pursuant to which Mr. Ferry serves as
Chief Executive Officer of the Company. The Ferry Employment Agreement is for a term of one year (the “Initial Term”) and shall be automatically extended for additional
terms of successive one-year periods (the “Additional Term”) unless the Company or Mr. Ferry gives at least 60 days written notice of non-renewal prior to the expiration of the
Initial Term or an Additional Term. During 2022 Mr. Ferry received a base salary at an annual rate of $250,000 and also received a bonus in the amount of $150,000 during
2022  for  achievement  of  certain  objectives  in  2022  in  accordance  with  criteria  determined  by  our  Board  of  Directors  and  based  on  the  review  and  recommendation  of  the
Compensation Committee. In 2023, Mr. Ferry’s annual salary was increased to $265,000 and he was paid a bonus of $125,000 based on criteria determined by our Board of
Directors and based on the review and recommendation of the Compensation Committee. Mr. Ferry continues to be eligible for an annual bonus in an amount up to $150,000 in
accordance with criteria, including but not limited to, revenue targets, profitability and other key performance indicators. Additionally, Mr. Ferry initially received 100,000 non-
qualified stock options that are exercisable into 100,000 shares of our common stock at an exercise price of $4.18, of which 100% were vested as of September 1, 2022. He
received a further grant in January 2022 in the amount of 100,000 non-qualified options with a term of five years and a exercise price of $6.41. The options have a three-year
vesting period. Additionally, he received a further grant in April 2023 in the amount of 37,889 non-qualified options with a term of five years and a exercise price of $4.22. The
options have a three-year vesting period. The Ferry Employment Agreement can be terminated with or without cause at any time during the Initial Term or during an Additional
Term. As a full-time employee of the Company, Mr. Ferry is eligible to participate in all of the Company’s benefit programs.

Potential Payments upon Change of Control or Termination following a Change of Control and Severance

The Ferry Employment Agreement contains certain provisions for early termination, which may result in a severance payment equal to up to six months of base salary then in
effect. Generally, we do not provide any severance specifically upon a change in control, nor do we provide for accelerated vesting upon a change in control.

36 

 
 
 
 
 
 
 
   
 
   
     
 
   
     
 
   
     
 
   
     
 
   
     
 
 
 
 
 
   
   
   
   
   
   
 
 
   
   
   
   
   
   
   
   
   
   
   
   
 
 
 
 
 
 
Andrew W. Murphy

On December 1, 2023, the Company entered into an employment agreement (the “Murphy Employment Agreement”) with Andrew W. Murphy, pursuant to which Mr. Murphy
serves as Chief Financial Officer of the Company. The Murphy Employment Agreement is for a term through March 31, 2025 (the “Initial Term”) and shall be automatically
extended for additional terms of successive one-year periods (the “Additional Term”) unless the Company or Mr. Murphy gives at least 60 days written notice of non-renewal
prior to the expiration of the Initial Term or each Additional Term. Mr. Murphy is to receive a base salary at the annual rate of $224,720. Mr. Murphy is also eligible for an
annual  performance  bonus  in  an  amount  up  to  $70,000  in  accordance  with  criteria,  including  but  not  limited  to,  revenue  targets,  profitability  and  other  key  performance
indicators, as recommended by the Chief Executive Officer and accepted by the Board of Directors. Additionally, Mr. Murphy initially received 20,000 non-qualified stock
options at an exercise price of $4.35 with a term of five years and have a three-year vesting period. He received a further grant in January 2022 in the amount of 80,000 non-
qualified options with a term of five years and a strike price of $6.41. The options have a three-year vesting period. Additionally, he received a further grant in April 2023 in the
amount  of  30,311  non-qualified  options  with  a  term  of  five  years  and  an  exercise  price  of  $4.22.  The  options  have  a  three-year  vesting  period.  The  Murphy  Employment
Agreement may be terminated with or without cause and by Mr. Murphy for good reason. As a full-time employee of the Company, Mr. Murphy will be eligible to participate in
all of the Company’s benefit programs.

Potential Payments upon Change of Control or Termination following a Change of Control and Severance.

The Murphy Employment Agreement contains certain provisions for early termination, which may result in a severance payment equal to up to six months of base salary then
in effect. Generally, we do not provide any severance specifically upon a change in control, nor do we provide for accelerated vesting upon a change in control. 

Adrian G. Goldfarb

On April 1, 2018, the Company entered into an employment agreement (the “Goldfarb Employment Agreement”) with Adrian G. Goldfarb, pursuant to which Mr. Goldfarb
served  as  Chief  Financial  Officer  of  the  Company  through  November  15,  2022  and  subsequently,  assumed  a  new  role  as  Strategic Advisor  to  the  CEO.  During  2022,  Mr.
Goldfarb was paid an annual salary of $220,000 and he was paid a bonus of $50,000. In 2023, Mr. Goldfarb’s annual salary was increased to $226,600 and he was paid a bonus
of $31,000. The Goldfarb Employment Agreement had an initial term through March 31, 2019, subject to renewal for successive one-year terms unless either party gives the
other  notice  of  that  party’s  election  to  not  renew  at  least  60  days  prior  to  the  expiration  of  the  then-current  term.  The  Goldfarb  Employment Agreement  remains  in  effect
through March 31, 2024 at which point the agreement will be terminated. The Goldfarb Employment Agreement was approved by the Compensation Committee.

Potential Payments upon Change of Control or Termination following a Change of Control and Severance

The Goldfarb Employment Agreement contains certain provisions for early termination, which may result in a severance payment equal to one year of base salary then in effect.
Generally, we do not provide any severance specifically upon a change in control, nor do we provide for accelerated vesting upon change in control.

Connie L. Weeks

On April 1, 2018, the Company entered into an employment agreement (the “Weeks Employment Agreement”) with Connie L. Weeks, pursuant to which Ms. Weeks served as
Chief  Accounting  Officer  of  the  Company.  During  2022,  Ms.  Weeks  was  paid  an  annual  salary  of  $152,260  as  well  as  a  $20,000  performance  bonus  and  $14,770  in
compensations for unused paid time off. The Weeks Employment Agreement had an initial term that extended through March 31, 2019, subject to renewal for successive one-
year terms unless either party gave notice of that party’s election to not renew to the other party at least 60 days prior to the expiration of the then-current term. Ms. Weeks gave
notice to the Company that she would be retiring effective December 31, 2022. As a consequence, the Weeks Employment Agreement terminated effective December 31, 2022.
The Weeks Employment Agreement was approved by the Compensation Committee.

Potential Payments upon Change of Control or Termination following a Change of Control and Severance

The Weeks Employment Agreement contained certain provisions for early termination, which may have resulted in a severance payment equal to two years of base salary then
in effect. This provision is no longer in effect and Ms. Weeks will not receive any further compensation following her retirement.

37 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Director Compensation

Starting in 2021, the Compensation Committee determined that directors will receive $40,000 for serving as a member of a committee and $10,000 for serving as Chairman of a
committee. The $10,000 fee is also inclusive of any services rendered as a member of one or more committees. The board compensation will be paid 40% in cash and 60% in
shares of restricted common stock or options to purchase shares of our common stock, as elected by the board member. Each board member may further elect to receive up to
100% of compensation in restricted stock.

The following table summarizes data concerning the compensation of our non-employee directors for the year ended December 31, 2023.

Fees
Earned
or Paid
in Cash
($)
5,000     
0     

Stock
Awards
($)(5)
45,000     
18,065     

Option
Awards
($)

Non-Equity
Incentive Plan
Compensation
($)

Non-Qualified
Deferred
Compensation
Earnings
($)

All Other
Compensation
($)

Total
($)
50,000 
18,065 

Kenneth Ehrman (1)
Frank A. Lonegro (2)
Ned Mavrommatis (3)
James Craig Nixon (4)
———————
(1)   Kenneth Ehrman was appointed to the board in January 2019.  Through November 19, 2020, he served as Chairman of the Compensation Committee and as of that date he
was named Chairman of our Board of Directors. He serves as a member of the Compensation Committee and is Chairman of the Corporate Governance and Nominating
Committee. He was also a member of the Audit Committee through April 1, 2024

30,000     
50,000     

20,000     
0     

50,000 
50,000 

0     
0     

0     
0     

0     
0     

0     
0     

0     
0     

0     
0     

0     
0     

0     
0     

(2) Frank A. Lonegro was appointed to the board on July 19, 2023.  Mr. Lonegro became a member of the Audit Committee on April 1, 2024. Mr. Lonegro elected to receive

all of his compensation in stock.

(3) Ned Mavrommatis was appointed to the board on August 13, 2019.  Through November 19, 2020, he served as Co-Chairman of the Audit Committee and since then he has

been the sole Chairman of the Audit Committee and he is a member of the Compensation and Corporate Governance and Nominating Committees.

(4) James Craig Nixon was appointed to the board on July 15, 2021.  Since his appointment, he has served as Chairman of the Compensation Committee and he is a member

of the Audit and Corporate Governance and Nominating Committees. Mr. Nixon elected to receive all of his compensation in stock.

(5) Reflects the aggregate grant date fair value of stock awards computed in accordance with FASB ASC Topic 718.  In determining the grant date fair value of stock awards,

the Company used the closing price of the Company’s common stock on the grant date.

38 

 
 
 
 
 
 
 
   
   
   
   
   
   
 
   
   
   
   
 
 
 
 
 
 
Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.

As of March 28, 2024, our authorized capitalization was 500,000,000 shares of common stock $0.001 par value per share, 500,000 shares of Series A Redeemable Convertible
Preferred Stock (“Preferred A”), 15,000 shares of Series B Convertible Preferred Stock (“Preferred B”), 5,000 shares of Series C Convertible Preferred Stock (“Preferred C”),
4,000  shares  of  Series  D  Convertible  Preferred  Stock  (“Preferred  D”),  30,000  shares  of  Series  E  Convertible  Preferred  Stock  (“Preferred  E”),  and  5,000  shares  of  Series  F
Convertible Preferred Stock (“Preferred F”). As of the same date, there were 0 shares of Preferred A, 0 shares of Preferred B, 0 shares of Preferred C, 1,919 shares of Preferred
D,  13,625  shares  of  Preferred  E,  and  0  shares  of  Preferred  F  outstanding,  respectively,  and  7,306,663  shares  of  our  common  stock  issued. Additionally,  our  common  stock
entitles its holder to one vote on each matter submitted to the stockholders.  

The following table sets forth, as of March 28, 2024, the number of shares of our common stock beneficially owned by (i) each person who is known by us to own of record or
beneficially five percent or more of our outstanding shares, (ii) each of our directors, (iii) each of our executive officers and (iv) all of our directors and executive officers as a
group. Unless otherwise indicated, each of the persons listed below has sole voting and investment power with respect to the shares of our common stock beneficially owned.
The address of our directors and executive officers is c/o Duos Technologies Group, Inc., at 7660 Centurion Parkway, Suite 100, Jacksonville, Florida 32256.

Name and Address of Beneficial Owner
5% Beneficial Shareholders
Bleichroeder LP
1345 Avenue of the Americas, 47th Floor
New York, NY 10105 (1)
Pessin Family Holdings
500 Fifth Avenue, Suite 2240
New York, NY 10110 (2)
Bard Associates, Inc.
135 South LaSalle Street, Suite 3700
Chicago, Illinois 60603(3)
Laurence W. Lytton
467 Central Park West
New York, New York 10025(4)
Directors and Executive Officers
Charles P. Ferry(5)
Andrew W. Murphy(6)
Kenneth Ehrman(7)
Ned Mavrommatis(8)
James C. Nixon
Frank A. Lonegro
Executive Officers and Directors as a Group (6 persons)

———————
*Denotes less than 1%

Number of
Shares of
Common Stock

Beneficially Owned    

Percentage of
Shares of Common
Stock Beneficially
Owned

1,504,934     

19.99%

1,459,945     

20.00%

418,283     

5.72%

482,976     

140,409     
49,866     
74,528     
43,519     
37,759     
4,835     
350,916     

6.60%

1.89%
* 
* 
* 
* 
* 
4.67% 

(1)  Based on Amendment No. 7 to Schedule 13G/A filed by Bleichroeder LP (“Bleichroeder”) with the SEC on February 14, 2024 (the “Bleichroeder 13G/A”).  According to
the  Bleichroeder  13G/A,  Bleichroeder  is  an  investment  advisor  registered  under  Section  203  of  the  Investment Advisers Act  of  1940  and  as  of  February  14,  2024  was
deemed to be the beneficial owner of 1,283,162 shares of our Common Stock (21 April Fund, Ltd. held 929,522 shares and 21 April Fund, LP held 353,640 shares) as a
result of acting as investment advisor to various clients.   Bleichroeder also owns warrants to purchase shares of our Common Stock held of record by 21 April Fund, Ltd.
in  the  amount  of  32,724  and  warrants  to  purchase  shares  of  our  Common  Stock  held  of  record  by  21 April  Fund  LP  (together  with  21 April  Fund,  Ltd.,  the  “21 April
Entities”) in the amount of 11,920, which are subject to a 9.99% beneficial ownership limitation included in such warrants.  The 21 April Entities also purchased 999 shares
of Series D Preferred Stock on September 30, 2022, which are convertible into 333,000 shares of Common Stock (21 April Fund, Ltd. holds 237,000 common equivalent
shares and 21 April Fund, LP holds 96,000 common equivalent shares). The 21 April Entities also purchased 4,000 shares of Series E Preferred Stock on March 27, 2023,
which  are  convertible  into  1,333,334  shares  of  Common  Stock  (21 April  Fund,  Ltd.  holds  933,334  common  equivalent  shares  and  21 April  Fund,  LP  holds  400,000
common equivalent shares). The 21 April Entities also purchased an additional 2,500 shares of Series E Preferred Stock on November 10, 2023, which are convertible into
833,333 shares of Common Stock (21 April Fund, Ltd. holds 508,333 common equivalent shares and 21 April Fund, LP holds 325,000 common equivalent shares). The 21
April Entities also purchased an additional 1,000 shares of Series E Preferred Stock on March 22, 2024, which are convertible into 333,334 shares of Common Stock (21
April Fund, Ltd. holds 281,334 common equivalent shares and 21 April Fund, LP holds 52,000 common equivalent shares). The 21 April Entities exchanged 5,000 shares
of Series F Preferred Stock that were acquired in connection with the Purchase Agreement of Series F Convertible Preferred Stock, completed on August 2, 2023. The
5,000 shares of Series F Preferred Stock, originally convertible into 806,452 common shares, were exchanged for 5,000 shares of Series E Convertible Preferred Stock on
November 10, 2023, which are convertible into 1,666,667 shares of Common Stock, representing an additional 860,215 common share equivalents (21 April Fund, Ltd.
now holds 1,116,667 common equivalent shares and 21 April Fund, LP now holds 550,000 common equivalent shares).  Conversion of the Series D Preferred Stock and
the Series E Preferred Stock owned by the 21 April Entities is subject to a 19.99% beneficial ownership limitation. Due to the beneficial ownership limitations, included in
the above number of shares of Common Stock beneficially owned are 1,283,162 shares of Common Stock and an aggregate of 221,776 shares of Common Stock issuable
upon  conversion  of  the  Series  D  Preferred  Stock  and/or  the  Series  E  Preferred  Stock. All  other  shares  are  excluded.  If  there  were  no  beneficial  ownership  limitations,
Bleichroeder would be deemed to beneficially own 5,827,474 shares of Common Stock, representing 49.17% of the outstanding shares of Common Stock.

39 

 
 
 
 
 
 
   
      
  
   
   
   
   
   
      
  
   
   
   
   
   
   
   
  
 
 
 
(2)

(3)

(4)

(5)

(6)

(7)

(8)

 Based on Amendment No. 5 to Schedule 13D/A filed by Norman H. Pessin, Sandra F. Pessin and Brian L. Pessin with the SEC on October 7, 2022 disclosing that
Norman H. Pessin owns 57,972 shares of our Common Stock, Sandra F. Pessin owns 1,221,062 shares of our Common Stock and Brian L. Pessin owns 180,911 shares
of our Common Stock.
Based on Schedule 13G/A filed by Bard Associates, Inc. (“Bard”) with the SEC on January 4, 2024, disclosing that Bard has sole voting and dispositive power as to
10,000 shares of Common Stock and shared dispositive power as to 408,283 shares of Common Stock.
Based on Amendment No. 4 to Schedule 13G/A filed by Mr. Lytton with the SEC on February 14, 2024. Mr. Lytton also purchased 1,000 shares of Series E Preferred
Stock on March 22, 2024, which are convertible into 333,334 shares of Common Stock. Mr. Lytton also purchased 300 shares of Series D Preferred Stock on October
29, 2022, which are convertible into 100,000 shares of Common Stock. These shares are excluded from the above as conversion of the Series D Preferred Stock owned
by Mr. Lytton is subject to a 4.99% beneficial ownership limitation. If there were no beneficial ownership limitation, Mr. Lytton would be deemed to beneficially own
916,310 shares of Common Stock, representing 11.84% of the outstanding shares of Common Stock.
Includes 100,000 shares of our Common Stock underlying the vested and exercisable portion of options to purchase our Common Stock at an exercise price of $4.18 per
share and 33,334 shares of our Common Stock underlying the vested and exercisable portion of options to purchase our Common Stock at an exercise price of $6.41 per
share. Also includes 1,075 shares of Common Stock owned by Mr. Ferry and 6,000 shares of Common Stock beneficially owned by Mr. Ferry in a joint account with his
spouse. 66,666 shares of our Common Stock underlying the unvested and currently non-exercisable portion of options to purchase our Common Stock at an exercise
price of $6.41 per share and 37,889 shares of our Common Stock underlying the unvested and currently non-exercisable portion of option to purchase our Common
Stock at an exercise price of $4.22 were excluded.
Includes (i) options to purchase 20,000 shares of our Common Stock at $4.35 per share, all of which are fully vested and exercisable; (ii) options to purchase 26,667
shares  of  our  Common  Stock  at  $6.41  per  share,  all  of  which  are  fully  vested  and  exercisable;  and  (iii)  3,199  shares  of  our  Common  Stock.  53,334  shares  of  our
Common Stock underlying the unvested and currently non-exercisable portion of options to purchase our Common Stock at an exercise price of $6.41 per share and
30,311 shares of our Common Stock underlying the unvested and currently non-exercisable portion of options to purchase our Common Stock at an exercise price of
$4.22 were excluded.
Includes  (i)  options  to  purchase  8,572  shares  of  our  Common  Stock  at  $4.74  per  share,  all  of  which  are  fully  vested  and  currently  exercisable,  and  (ii)  options  to
purchase 8,572 shares of our Common Stock at $6.00 per share, all of which are fully vested and currently exercisable.
Includes  (i)  options  to  purchase  8,572  shares  of  our  Common  Stock  at  $4.74  per  share,  all  of  which  are  fully  vested  and  currently  exercisable,  and  (ii)  options  to
purchase 8,572 shares of our Common Stock at $6.00 per share, all of which are fully vested and currently exercisable.

Equity Compensation Plan Information

2021 Equity Plan

On May 12, 2021, the Board adopted, with shareholder approval, the 2021 Equity Incentive Plan (the “2021 Plan”) providing for the issuance of up to 1,000,000 shares of our
Common Stock. The purpose of the 2021 Plan is to assist the Company in attracting and retaining key employees, directors and consultants and to provide incentives to such
individuals to align their interests with those of our shareholders.

40 

 
 
 
 
 
 
 
 
General Description of the 2021 Plan

The  following  is  a  summary  of  the  material  provisions  of  the  2021  Plan  and  is  qualified  in  its  entirety  by  reference  to  the  complete  text  of  the  2021  Plan,  which  you  are
encouraged to read in full.

Administration

The 2021 Plan is administered by the Compensation Committee of the Board, which consists of three members of the Board, each of whom is a “non-employee director” within
the meaning of Rule 16b-3 promulgated under the Exchange Act and an “outside director” within the meaning of Code Section 162(m). Among other things, the Compensation
Committee has complete discretion, subject to the express limits of the 2021 Plan, to determine the directors, employees and nonemployee consultants to be granted an award,
the type of award to be granted, the terms and conditions of the award, the form of payment to be made and/or the number of shares of Common Stock subject to each award,
the exercise price of each option and base price of each stock appreciation right (“SAR”), the term of each award, the vesting schedule for an award, whether to accelerate
vesting,  the  value  of  the  Common  Stock  underlying  the  award,  and  the  required  withholding,  if  any.  The  Compensation  Committee  may  amend,  modify  or  terminate  any
outstanding award, provided that the participant’s consent to such action is required if the action would impair the participant’s rights or entitlements with respect to that award.
The  Compensation  Committee  is  also  authorized  to  construe  the  award  agreements  and  may  prescribe  rules  relating  to  the  2021  Plan.  Notwithstanding  the  foregoing,  the
Compensation Committee does not have any authority to grant or modify an award under the 2021 Plan with terms or conditions that would cause the grant, vesting or exercise
thereof to be considered nonqualified “deferred compensation” subject to Code Section 409A.

Grant of Awards; Shares Available for Awards

The 2021 Plan provides for the grant of stock options, SARs, performance share awards, performance unit awards, distribution equivalent right awards, restricted stock awards,
restricted stock unit awards and unrestricted stock awards to non-employee directors, officers, employees and nonemployee consultants of the Company or its affiliates. We
have reserved a total of 1,000,000 shares of Common Stock for issuance as or under awards to be made under the 2021 Plan. If any award expires, is cancelled, or terminates
unexercised or is forfeited, the number of shares subject thereto is again available for grant under the 2021 Plan.

Stock Options

The 2021 Plan provides for either “incentive stock options” (“ISOs”), which are intended to meet the requirements for special federal income tax treatment under the Code, or
“nonqualified stock options” (“NQSOs”). On May 12, 2021, the 2021 Plan was adopted by the board of directors and it was approved by the shareholders on July 15, 2021.
Stock options may be granted on such terms and conditions as the Compensation Committee may determine; provided, however, that the per share exercise price under a stock
option may not be less than the fair market value of a share of the Company’s Common Stock on the date of grant and the term of the stock option may not exceed 10 years
(110% of such value and five years in the case of an ISO granted to an employee who owns (or is deemed to own) more than 10% of the total combined voting power of all
classes of capital stock of the Company or a parent or subsidiary of the Company). ISOs may only be granted to employees. In addition, the aggregate fair market value of our
Common Stock covered by one or more ISOs (determined at the time of grant) which are exercisable for the first time by an employee during any calendar year may not exceed
$100,000. Any excess is treated as a NQSO.

41 

 
 
 
 
 
 
 
  
 
 
 
Stock Appreciation Rights

An SAR entitles the participant, upon exercise, to receive an amount, in cash or stock or a combination thereof, equal to the increase in the fair market value of the underlying
Common Stock between the date of grant and the date of exercise. SARs may be granted in tandem with, or independently of, stock options granted under the 2021 Plan. An
SAR granted in tandem with a stock option (i) is exercisable only at such times, and to the extent, that the related stock option is exercisable in accordance with the procedure
for exercise of the related stock option; (ii) terminates upon termination or exercise of the related stock option (likewise, the Common Stock option granted in tandem with a
SAR terminates upon exercise of the SAR); (iii) is transferable only with the related stock option; and (iv) if the related stock option is an ISO, may be exercised only when the
value of the stock subject to the stock option exceeds the exercise price of the stock option. An SAR that is not granted in tandem with a stock option is exercisable at such
times as the Compensation Committee may specify.

Performance Share and Performance Unit Awards

Performance share and performance unit awards entitle the participant to receive cash or shares of our Common Stock upon the attainment of specified performance goals. In
the case of performance units, the right to acquire the units is denominated in cash values.

Restricted Stock Awards and Restricted Stock Unit Awards

A restricted stock award is a grant or sale of Common Stock to the participant, subject to our right to repurchase all or part of the shares at their purchase price (or to require
forfeiture of such shares if issued to the participant at no cost) in the event that conditions specified by the Compensation Committee in the award are not satisfied prior to the
end of the time period during which the shares subject to the award may be repurchased by or forfeited to us. Our restricted stock unit entitles the participant to receive a cash
payment equal to the fair market value of a share of Common Stock for each restricted stock unit subject to such restricted stock unit award, if the participant satisfies the
applicable vesting requirement.

Unrestricted Stock Awards

An unrestricted stock award is a grant or sale of shares of our Common Stock to the participant that is not subject to transfer, forfeiture or other restrictions, in consideration for
past services rendered to the Company or an affiliate or for other valid consideration.

Amendment and Termination

The Compensation Committee may adopt, amend and rescind rules relating to the administration of the 2021 Plan, and amend, suspend or terminate the 2021 Plan, but no such
amendment, rescission, suspension or termination will be made that materially and adversely impairs the rights of any participant with respect to any award received thereby
under the 2021 Plan without the participant’s consent, other than amendments that are necessary to permit the granting of awards in compliance with applicable laws.

42 

 
 
 
 
 
 
 
 
 
 
 
 
The following table provides equity compensation plan information as of December 31, 2023:

Plan Category
Equity compensation plans approved by security holders

Equity compensation plans not approved by security holders

Number of securities
to be issued upon
exercise of
outstanding options,
warrants and rights  

Weighted-average
exercise price of
outstanding options,
warrants and rights  

Number of securities
remaining available
for future issuance
under equity
compensation plans  

1,321,429(1) (2)  $

330,000 

  $

5.67(3)   

4.22(5)   

105,1334) 

N/A 

 1. On March 11, 2016, the Board adopted, subject to the receipt of stockholder approval, which was received on April 21, 2016, the 2016 Plan providing for the issuance of
up to 16,327 shares of our common stock. The 2016 Plan was subsequently modified with stockholder approval twice: on January 18, 2018 to increase the total maximum
number of shares issuable under the 2016 Plan to 178,572 and on July 31, 2019 to increase the total maximum number of shares issuable under the 2016 Plan to 321,429
of which 311,898 had been issued. The purpose of the 2016 Plan was to assist the Company in attracting and retaining key employees, directors, and consultants and to
provide incentives to such individuals to align their interests with those of our stockholders. There are no available shares to be issued under the 2016 Plan.

 2. On April 12, 2021, the Board adopted, subject to the receipt of stockholder approval, which was received on July 15, 2021, the 2021 Plan providing for the issuance of up
to 1,000,000 shares of our common stock of which 978,117 have been issued and 190,000 forfeited as of December 31, 2023. The purpose of the 2021 Plan was to replace
the 2016 Plan which had expired and continue to assist the Company in attracting and retaining key employees, directors, and consultants and to provide incentives to such
individuals to align their interests with those of our stockholders.

 3. Represents the aggregate Weighted Average Exercise Price of 1,248,775 remaining, outstanding options from the 2016 and 2021 Plan as of December 31, 2023.

 4. Remaining securities available for future issuance for the 2021 Plan accounts for approximately 107,000 shares cumulatively issued to members of the board of directors

as compensation through December 31, 2023.

 5. Represents the aggregate Weighted Average Exercise Price of 330,000 outstanding options as of December 31, 2023.

Employee Stock Purchase Plan

In the fourth quarter of 2022, the board of directors adopted an Employee Stock Purchase Plan (“ESPP”) which was effective as of January 1, 2023 with a term of 10 years. The
ESPP allows eligible employees to purchase shares of the Company's common stock at a discounted price, through payroll deductions from a minimum of 1% and up to 25% of
their  eligible  compensation  up  to  a  maximum  of  $25,000  or  the  IRS  allowable  limit  per  calendar  year.  The  Company’s  Chief  Financial  Officer  administers  the  ESPP  in
conjunction with approvals from the Company’s Compensation Committee, including with respect to the frequency and duration of offering periods, the maximum number of
shares that an eligible employee may purchase during an offering period, and, subject to certain limitations set forth in the ESPP, the per-share purchase price. Currently, the
maximum number of shares that can be purchased by an eligible employee under the ESPP is 10,000 shares per offering period and there are two six-month offering periods
that begin in the first and third quarters of each fiscal year. The purchase price for one share of Common Stock under the ESPP is currently equal to 85% of the fair market
value of one share of Common Stock on the first trading day of the offering period or the purchase date, whichever is lower (look-back feature). Although not required by the
ESPP, all payroll deductions received or held by the Company under the ESPP are segregated and deemed as “restricted cash” until the completion of the offering period and
redemption of the applicable shares and those withheld amounts are recorded as liabilities. The maximum aggregate number of shares of the Common Stock that may be issued
under the ESPP is 1,000,000 shares.

Under ASC 718-50 “Employee Share Purchase Plans” the plan is considered a compensatory plan and the compensation for each six-month offering period is computed based
upon the grant date fair value of the estimated shares to be purchased based on the estimated payroll deduction withholdings. The grant date fair value was computed as the sum
of  (a)  15%  purchase  discount  off  of  the  grant  date  quoted  trading  price  of  the  Company’s  common  stock  and  (b)  the  fair  value  of  the  look-back  feature  of  the  Company’s
common stock on the grant date which consists of a call option on 85% of a share of common stock and a put option on 15% of a share of common stock.

In the year ended December 31, 2023, the Company issued 111,538 shares of common stock related to two transactions. For the six months ended June 30, 2023, the employee
contributions for the first ESPP tranche totaled $117,048 and represented a purchase price of $1.79 per share for 65,561 shares. For the six-month period beginning July 1, 2023
and ending December 31, 2023 the employee contributions for the second ESPP tranche totaled $113,352 and represented a purchase price of $2.47 per share for 45,977 shares.

Item 13. Certain Relationships and Related Transactions, and Director Independence

None

Policy on Future Related Party Transactions

The Company requires that any related party transactions must be approved by a majority of the Company’s independent directors.

43 

 
 
 
 
 
 
 
   
 
   
  
   
  
   
  
   
  
 
 
 
 
 
 
 
 
 
 
 
 
 
Item 14. Principal Accountant Fees and Services.

Fees Billed for Audit and Non-Audit Services

The  following  table  presents  for  each  of  the  last  two  fiscal  years  the  aggregate  fees  billed  in  connection  with  the  audits  of  our  financial  statements  and  other  professional
services rendered by our independent registered public accounting firm Salberg & Company, P.A.

Audit Fees (1)
Audit-Related Fees (2)
Tax Fees (3)
All Other Fees (4)
Total Accounting fees and Services

2023

2022

  $

  $

116,400    $
31,100     
—     
—     
147,500    $

111,200 
18,900 
— 
— 
130,100 

———————
(1)

Audit Fees. These are fees for professional services for the audit of our annual financial statements, and for the review of the financial statements included in our filings on Form 10-K and
Form 10-Q, and for services that are normally provided in connection with statutory and regulatory filings or engagements.
Audit-Related Fees. These are fees for assurance and related services by the principal accountant that are reasonably related to the performance of the audit or review of the registrant’s
financial statements.
Tax Fees. These are fees for professional services rendered by the principal accountant with respect to tax compliance, tax advice, and tax planning.
All Other Fees. These are fees for products and services provided by the principal accountant, other than the services reported above.

(2)

(3)
(4)

44 

 
 
 
 
 
 
 
 
 
 
   
   
   
 
 
 
PART IV

Item 15. Exhibit and Financial Statement Schedules.

(a) The following documents are filed or furnished as part of this Annual Report on Form 10-K:

1. Financial Statements

Reference is made to the Index to Financial Statements under page F-1 hereof.

2. Financial Statement Schedules

The Financial Statement Schedules have been omitted because they are not applicable, not required, or the information is shown in the financial statements or
related notes.

3. Exhibits

Exhibit No.
2.1

  Exhibit Description
  First Amendment to Merger and Plan of Merger, dated March 15, 2015 (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 2.1

2.2

3.1

3.2
3.3
3.4

3.5

3.6

3.7

3.8

3.9

3.10

3.11

4.1
4.2
4.3
4.4

4.5

on March 19, 2015)

  Merger Agreement and Plan of Merger, dated February 6, 2015 (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 2.1 on

February 9, 2015)

  Amendment to Amended and Restated Articles of Incorporation (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 3.1 on

July 13, 2015)

  Amended and Restated Articles of Incorporation (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 3.1 on April 7, 2015)
  Amended and Restated Bylaws, as amended (incorporated by reference to Exhibit 3.3 of the Company’s Form S-1/A filed on May 28, 2021)
  Articles of Amendment to Articles of Incorporation (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 3.1 with the Securities

and Exchange Commission on April 28, 2017)

  Articles of Amendment to Articles of Incorporation Designation Series B Convertible Preferred Stock (incorporated herein by reference to the Current Report

on Form 8-K filed as Exhibit 3.1 with the Securities and Exchange Commission on November 29, 2017)

  Certificate of Amendment to Articles of Incorporation (incorporated herein by reference to Exhibit 3.1 to the Company's Current Report on Form 8-K filed with

the Securities and Exchange Commission on January 15, 2020)  

  Articles of Amendment to Articles of Incorporation Designation of Series C Convertible Preferred Stock (incorporated herein by reference to Exhibit 3.1 to the

Company's Current Report on Form 8-K filed with the Securities and Exchange Commission on March 1, 2021)

  Amendments to Amended and Restated Bylaws (incorporated herein by reference to Exhibit 3.8 to the Company's Current Report on Form 8-K filed with the

Securities and Exchange Commission on May 18, 2021)

  Articles of Amendment to Articles of Incorporation Designation of Series D Convertible Preferred Stock (incorporated herein by reference to Exhibit 3.1 to the

Company's Current Report on Form 8-K filed with the Securities and Exchange Commission on October 3, 2022).

  Articles of Amendment to Articles of Incorporation Designation of Series E Convertible Preferred Stock (incorporated herein by reference to Exhibit 3.1 to the

Company’s Current Report on Form 8-K filed with the Securities and Exchange Commission on March 28, 2023)

  Articles of Amendment to Articles of Incorporation Designation of Series F Convertible Preferred Stock (incorporated herein by reference to Exhibit 3.1 to the

Company’s Current Report on Form 8-K filed with the Securities and Exchange Commission on August 3, 2023)

  Common Stock Purchase Warrant (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 4.1 on December 23, 2016)
  Form of Purchaser Warrant (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 4.1 on November 29, 2017)
  Form of Placement Agent Warrant (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 4.2 on November 29, 2017)
  Form of Representative’s Warrant Agreement (incorporated herein by reference to Exhibit 4.3 to the Company’s Registration Statement on Form S-1/A filed

with the Securities and Exchange Commission on January 24, 2020)

  Description of the Company’s Securities Registered Pursuant to Section 12 of the Securities Exchange Act of 1934 (incorporated herein by reference to Exhibit
4.4 to the Company’s Annual Report on Form 10-K for the Year Ended December 31, 2021, filed with the Securities and Exchange Commission on March 31,
2022)

10.1+

  Employment Agreement, dated September 1, 2020, between the Company and Charles P. Ferry (incorporated by reference to the Annual Report on Form 10-K

10.2

10.3

10.4

10.5

10.6+
10.7

10.8

filed as Exhibit 10.32 on March 30, 2021)

  Securities  Purchase  Agreement,  dated  March  31,  2016,  by  and  between  Duos  Technologies  Group,  Inc.  and  the  Schedule  of  Buyers  attached  thereto

(incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.1 on April 6, 2016)

  Security and Pledge Agreement, dated April 1, 2016, by and among Duos Technologies Group, Inc., each of the Company’s Subsidiaries named therein and
GPB Debt Holdings II, LLC (in its capacity as collateral agent) (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.2 on
April 6, 2016)

  Guaranty,  dated April  1,  2016,  by  and  among  each  of  Duos Technologies  Group,  Inc.’s  Subsidiaries  named  therein  and  GPB  Debt  Holdings  II,  LLC  (in  its

capacity as collateral agent) (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.3 on April 6, 2016)

  Warrant, dated April 1, 2016, issued by Duos Technologies Group, Inc. (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit

10.4 on April 6, 2016)

  2016 Equity Incentive Plan (incorporated herein by reference to the Proxy Statement on Schedule 14A filed on April 1, 2016)
  Securities Purchase Agreement, dated December 20, 2016, by and between Duos Technologies Group, Inc. and JMJ Financial (incorporated herein by reference

to the Current Report on Form 8-K filed as Exhibit 10.1 on December 23, 2016)

  Promissory Note, dated December 20, 2016, by and between Duos Technologies Group, Inc. and JMJ Financial (incorporated herein by reference to the Current

Report on Form 8-K filed as Exhibit 10.2 on December 23, 2016)

45 

 
 
 
 
 
 
 
 
 
 
 
 
10.9
10.10
10.11

10.12

10.13

10.14

10.15

10.16

10.17

10.18

  Form of Securities Purchase Agreement (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.1 on November 29, 2017)
  Form of Registration Rights Agreement (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.2 on November 29, 2017)
  Amendment #1 to the Securities Purchase Agreement and to the Note, dated May 22, 2017 (incorporated herein by reference to the Quarterly Report on Form

10-Q filed as Exhibit 10.5 with the Securities and Exchange Commission on August 15, 2017)

  Amendment #2 to the Securities Purchase Agreement and to the Note, dated July 12, 2017 (incorporated herein by reference to the Quarterly Report on Form

10-Q filed as Exhibit 10.6 with the Securities and Exchange Commission on August 15, 2017)

  Amendment #3 to the Securities Purchase Agreement and to the Note, dated August 14, 2017 (incorporated herein by reference to the Quarterly Report on Form

10-Q filed as Exhibit 10.7 with the Securities and Exchange Commission on August 15, 2017)

  Amendment #4 to the Securities Purchase Agreement and Note, dated November 14, 2017, by and between Duos Technologies Group, Inc. and JMJ Financial

(incorporated herein by reference to the Quarterly Report on Form 10-Q filed as Exhibit 10.8 on November 20, 2017)

  Amendment #5 to the Securities Purchase Agreement and Note, dated November 16, 2017, by and between Duos Technologies Group, Inc. and JMJ Financial

(incorporated herein by reference to the Quarterly Report on Form 10-Q filed as Exhibit 10.9 on November 20, 2017)

  Amendment #6 to the Securities Purchase Agreement and Note, dated November 20, 2017, by and between Duos Technologies Group, Inc. and JMJ Financial

(incorporated herein by reference to the Quarterly Report on Form 10-Q filed as Exhibit 10.10 on November 20, 2017)

  Forbearance Agreement, dated May 12, 2017, by and among Duos Technologies Group, Inc. and GPB Debt Holdings II, LLC (incorporated herein by reference

to the Quarterly Report on Form 10-Q filed as Exhibit 10.13 on November 20, 2017)

  Form of Note Holder Letter Agreement, dated June 9, 2017 (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.1 with the

Securities and Exchange Commission on June 15, 2017)

10.19+

  Form  of Arcaini  Letter Agreement,  dated  June  9,  2017  (incorporated  herein  by  reference  to  the  Current  Report  on  Form  8-K  filed  as  Exhibit  10.2  with  the

Securities and Exchange Commission on June 15, 2017)

10.20+

  Form of Goldfarb Letter Agreement, dated June 9, 2017 (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.3 with the

10.21

10.22

10.23

10.24

Securities and Exchange Commission on June 15, 2017)

  GPB Debt Holdings II, LLC Letter Agreement, dated August 1, 2017 (incorporated herein by reference to the Quarterly Report on Form 10-Q filed as Exhibit

10.4 with the Securities and Exchange Commission on August 15, 2017)

  Form  of  Conversion  Letter  (incorporated  herein  by  reference  to  the  Current  Report  on  Form  8-K  filed  as  Exhibit  10.5  with  the  Securities  and  Exchange

Commission on November 29, 2017)

  Form  of  Redemption  Letter  (incorporated  herein  by  reference  to  the  Current  Report  on  Form  8-K  filed  as  Exhibit  10.4  with  the  Securities  and  Exchange

Commission on November 29, 2017)

  Form of Pay-off Letter (incorporated herein by reference to the Current Report on Form 8-K filed as Exhibit 10.3 with the Securities and Exchange Commission

on November 29, 2017)

10.25+

  Amendment to 2016 Equity Incentive Plan (incorporated by reference to Appendix B of the Proxy Statement on Schedule 14A filed with the Securities and

Exchange Commission on December 18, 2017).

10.26+

  Amendment  to  2016  Equity  Incentive  Plan  (incorporated  by  reference  to  the  Proxy  Statement  on  Schedule  14A  filed  with  the  Securities  and  Exchange

Commission on June 21, 2019)

10.27+

  Form of Non-Qualified Stock Option Agreement (incorporated herein by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q filed with

the Securities and Exchange Commission on May 15, 2020)

10.28

10.29

10.30

10.31

  Paycheck Protection Program Note, dated April 23, 2020 (incorporated herein by reference to Exhibit 10.1 to the Company’s Quarterly Report on Form 10-Q

filed with the Securities and Exchange Commission on August 14, 2020)

  Separation Agreement, dated July 10, 2020, by and between Duos Technologies Group, Inc. and Gianni B. Arcaini (incorporated herein by reference to Exhibit

10.1 to the Company’s Quarterly Report on Form 10-Q filed with the Securities and Exchange Commission on November 12, 2020)

  Form of Securities Purchase Agreement (incorporated herein by reference to Exhibit 10.1 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on March 1, 2021)

  Form of Registration Rights Agreement (incorporated herein by reference to Exhibit 10.2 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on March 1, 2021)

46 

 
 
 
 
   
10.32+
10.33+

  2021 Equity Incentive Plan (incorporated herein by reference to the Proxy Statement on Schedule 14A filed on June 23, 2021)
  Employment  Agreement,  dated  April  1,  2018,  between  the  Company  and  Adrian  G.  Goldfarb  (incorporated  herein  by  reference  to  Exhibit  10.13  to  the

10.34+

  Employment Agreement, dated April 1, 2018, between the Company and Connie L. Weeks (incorporated herein by reference to Exhibit 10.14 to the Company’s

Company’s Registration Statement on Form S-1 filed with the Securities and Exchange Commission on December 11, 2019)

10.35

10.36

10.37

10.38

Registration Statement on Form S-1 filed with the Securities and Exchange Commission on December 11, 2019)

  Form of Securities Purchase Agreement (incorporated herein by reference to Exhibit 10.1 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on October 3, 2022)

  Form of Registration Rights Agreement (incorporated herein by reference to Exhibit 10.2 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on October 3, 2022)

  Form of Securities Purchase Agreement (incorporated herein by reference to Exhibit 10.1 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on March 28, 2023)

  Form of Registration Rights Agreement (incorporated herein by reference to Exhibit 10.2 to the Company’s Current Report on Form 8-K filed with the

Securities and Exchange Commission on March 28, 2023)

10.39+

  2021 Equity Incentive Plan as amended (incorporated herein by reference to Exhibit C to the definitive Proxy Statement filed with the Securities and Exchange

Commission on April 7, 2023)

10.40+

  Duos Technologies Group, Inc. Employee Stock Purchase Plan (incorporated herein by reference to Exhibit B to the definitive Proxy Statement filed with the

10.41

10.42

10.43

10.44

10.45

Securities and Exchange Commission on April 7, 2023)

  Form  of  Securities  Purchase  Agreement  (incorporated  herein  by  reference  to  Exhibit  10.1  to  the  Company’s  Current  Report  on  Form  8-K  filed  with  the

Securities and Exchange Commission on August 3, 2023)

  Form  of  Registration  Rights  Agreement  (incorporated  herein  by  reference  to  Exhibit  10.2  to  the  Company’s  Current  Report  on  Form  8-K  filed  with  the

Securities and Exchange Commission on August 3, 2023)

  Form  of  Securities  Purchase Agreement  (incorporated  herein  by  reference  to  Exhibit  10.3  to  the  Company’s  Quarterly  Report  on  Form  10-Q  filed  with  the

Securities and Exchange Commission on November 14, 2023)

  Form of Exchange Agreement (incorporated herein by reference to Exhibit 10.4 to the Company’s Quarterly Report on Form 10-Q filed with the Securities and

Exchange Commission on November 14, 2023)

  Form  of  Registration  Rights Agreement  (incorporated  herein  by  reference  to  Exhibit  10.5  to  the  Company’s  Quarterly  Report  on  Form  10-Q  filed  with  the

Securities and Exchange Commission on November 14, 2023)

10.46+

  Employment Agreement, dated as of December 1, 2023, between Duos Technologies Group, Inc. and Andrew W. Murphy (incorporated herein by reference to

10.47

10.48

10.49

10.50

14.1

Exhibit 10.1 to the Company’s Current Report on Form 8-K filed with the Securities and Exchange Commission on December 7, 2023).

  Form of Securities Purchase Agreement for Series D Preferred Stock (incorporated herein by reference to Exhibit 10.1 to the Company’s Current Report on

Form 8-K filed with the Securities and Exchange Commission on March 25, 2024)

  Form of Registration Rights Agreement for Series D Preferred Stock (incorporated herein by reference to Exhibit 10.2 to the Company’s Current Report on

Form 8-K filed with the Securities and Exchange Commission on March 25, 2024)

  Form of Securities Purchase Agreement for Series E Preferred Stock (incorporated herein by reference to Exhibit 10.3 to the Company’s Current Report on

Form 8-K filed with the Securities and Exchange Commission on March 25, 2024)

  Form  of  Registration  Rights Agreement  for  Series  E  Preferred  Stock  (incorporated  herein  by  reference  to  Exhibit  10.4  to  the  Company’s  Current  Report  on

Form 8-K filed with the Securities and Exchange Commission on March 25, 2024)

  Code of Ethics (incorporated herein by reference to Exhibit 14.1 to the Company’s Annual Report on Form 10-K for the Year Ended December 31, 2018 on

April 15, 2019)

21
23.1
31.1*
31.2*
32.1**
32.2**
97*
99.1
99.2
99.3
101.INS *

  List of Subsidiaries (incorporated by reference to Exhibit 21 to the Company’s Registration Statement on Form S-1/A filed on May 28, 2021)
  Consent of Salberg & Company, P.A.
  Certification of Principal Executive Officer pursuant to 18 U.S.C. Section 1350 as adopted pursuant to Section 302 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 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.
  DUOS Technologies Group, Inc. Policy for the Recovery of Erroneously Awarded Compensation
  Audit Committee Charter (incorporated by reference to the Company’s Annual Report on Form 10-K filed on April 15, 2019)
  Compensation Committee Charter (incorporated by reference to the Company’s Annual Report on Form 10-K filed on April 15, 2019)
  Corporate Governance and Nominating Committee Charter (incorporated by reference to the Company’s Annual Report on Form 10-K filed on April 15, 2019)
  Inline XBRL Instance Document (the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline

XBRL document)

  Inline XBRL Taxonomy Extension Schema Document
  Inline XBRL Taxonomy Extension Calculation Linkbase Document
  Inline XBRL Taxonomy Extension Definition Linkbase Document
  Inline XBRL Taxonomy Extension Label Linkbase Document
  Inline XBRL Taxonomy Extension Presentation Linkbase Document
  Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)

101.SCH *
101.CAL *
101.DEF *
101.LAB *
101.PRE *
104*
———————
 *
 **
 +

filed herewith
furnished herewith
indicates management contract or compensatory plan

Item 16. Form 10-K Summary

Not applicable

47 

 
 
 
 
 
 
 
Pursuant  to  the  requirements  of  Section  13  or  15(d)  of  the  Securities  Exchange Act  of  1934,  the  registrant  has  duly  caused  this  report  to  be  signed  on  its  behalf  by  the
undersigned, thereunto duly authorized.

SIGNATURES

Date: April 1, 2024

Date: April 1, 2024

DUOS TECHNOLOGIES GROUP, INC.

By: /s/ Charles P. Ferry
  Charles P. Ferry

Chief Executive Officer

By: /s/ Andrew W. Murphy
  Andrew W. Murphy

Chief Financial Officer 

Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities
and on the dates indicated.

Signature

  Title

/s/ Charles P. Ferry
Charles P. Ferry 

/s/ Andrew W. Murphy
Andrew W. Murphy

/s/ Kenneth Ehrman
Kenneth Ehrman

/s/ Ned Mavrommatis
Ned Mavrommatis

/s/ James Craig Nixon
James Craig Nixon

/s/ Frank A. Lonegro
Frank A. Lonegro

  Chief Executive Officer and Director
   (Principal Executive Officer)

  Chief Financial Officer
  (Principal Financial Officer)

  Chairman

  Director

  Director

  Director

48 

  Date

  April 1, 2024

  April 1, 2024

  April 1, 2024

  April 1, 2024

  April 1, 2024

  April 1, 2024

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
 
   
   
   
 
   
   
   
   
 
   
   
   
   
 
   
   
   
   
 
   
   
   
   
 
   
   
 
 
 
INDEX TO FINANCIAL STATEMENTS

Report of Independent Registered Public Accounting Firm (PCAOB ID # 106)

Consolidated Balance Sheets as of December 31, 2023 and 2022

Consolidated Statements of Operations for the Years Ended December 31, 2023 and 2022

Consolidated Statements of Changes in Stockholders’ Equity for the Years Ended December 31, 2023 and 2022

Consolidated Statements of Cash Flows for the Years Ended December 31, 2023 and 2022

Notes to Consolidated Financial Statements

F-1 

F-2 

F-4 

F-6 

F-7 

F-8 

F-9 

 
 
 
 
 
 
 
 
 
 
 
   
 
   
  
   
 
   
  
   
 
   
  
   
 
   
  
   
 
   
  
   
 
 
 
 
 
Report of Independent Registered Public Accounting Firm

To the Stockholders and the Board of Directors of:
Duos Technologies Group, Inc.

Opinion on the Financial Statements

We have audited the accompanying consolidated balance sheets of Duos Technologies Group, Inc. and Subsidiaries (the “Company”) as of December 31, 2023 and 2022, the
related consolidated statements of operations, changes in stockholders’ equity and cash flows for each of the two years in the period ended December 31, 2023 and the related
notes  (collectively  referred  to  as  the  “consolidated  financial  statements”).  In  our  opinion,  the  consolidated  financial  statements  present  fairly,  in  all  material  respects,  the
consolidated financial position of the Company as of December 31, 2023 and 2022, and the consolidated results of its operations and its cash flows for each of the two years in
the period ended December 31, 2023, in conformity with accounting principles generally accepted in the United States of America.

Basis for Opinion

These  consolidated  financial  statements  are  the  responsibility  of  the  Company’s  management.  Our  responsibility  is  to  express  an  opinion  on  the  Company’s  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 audits 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 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.

Critical Audit Matters

The critical audit matters communicated below are matters arising from the current period audit of the consolidated financial statements that were communicated or required to
be communicated to the audit committee and that: (1) relate to accounts or disclosures that are material to the consolidated financial statements and (2) involved our especially
challenging, subjective, or complex judgments. The communication of critical audit matters does not alter in any way our opinion on the consolidated financial statements,
taken as a whole, and we are not, by communicating the critical audit matters below, providing separate opinions on the critical audit matters or on the accounts or disclosures
to which they relate.

2295 NW Corporate Blvd., Suite 240 • Boca Raton, FL 33431
Phone: (561) 995-8270 • Toll Free: (866) CPA-8500 • Fax: (561) 995-1920
www.salbergco.com • info@salbergco.com
Member National Association of Certified Valuation Analysts • Registered with the PCAOB
Member CPAConnect with Affiliated Offices Worldwide • Member Center for Public Company Audit Firms

F-2 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Percentage of Completion Revenue Recognition & Related Contract Assets and Contract Liabilities

As described in footnote 1, “Revenue Recognition – Technology Systems” and footnote 8, “Revenues and Contract Accounting” to the consolidated financial statements, the
Company recognizes revenue over time using a cost-based input methodology in which significant judgement is required to determine estimated costs to complete projects.
These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue to recognize. In addition, contract assets
on uncompleted contracts represent cumulative revenues in excess of billings on uncompleted contracts accounted for under the percentage of completion contract method.
Contract liabilities on uncompleted contracts represent billings that exceed cumulative revenues recognized on uncompleted contracts accounted for under the percentage of
completion contract method.

We  identified  this  percentage  of  completion  revenue  recognition  as  a  critical  audit  matter.  Auditing  management’s  estimates  and  judgments  regarding  forecasts  of  total
estimated costs to complete projects is especially challenging and complex.

The primary procedures we performed to address this critical audit matter included (a) evaluated the reasonableness of management’s cost estimates to complete projects by
gaining  an  understanding  of  the  management’s  process  to  develop  the  estimates,  comparing  them  to  historical  information,  year-to-date  current  information,  information
available on projects subsequent to year end, and other supporting information, (b) performed ratio analysis and gross margin comparisons when applicable on a sample of
technology  systems  revenues  (c)  agreed  cost  details  to  supporting  documents,  (d)  confirmed  billings  with  customers  and/or  traced  cash  receipts  to  bank  statements,  (e)
recomputed the revenue earned and recognized, and (f) recomputed the contract asset or liability

We agree with management’s conclusions.

Analysis of Liquidity and Going Concern

As summarized in Footnote 2 “Liquidity” to the consolidated financial statements, the Company has a history of net losses and net cash used in operating activities and believes
such  conditions  will  continue  for  a  period  of  time  into  the  future.  These  are  considered  adverse  conditions  or  events  that  lead  management  to  consider  whether  there  is
substantial doubt about the ability of the Company to continue as a going concern for a reasonable period of time or whether such concerns are alleviated with management’s
plans.

We identified the going concern risk analysis as a critical audit matter. Auditing management’s going concern analysis including their process to develop the analysis and the
projections of future cash flows, operating trends, and assessments of internal and external matters that may affect the Company’s future operations and cash flows involved a
high degree of subjectivity. Additionally, auditing management’s plans to address the going concern risk involved highly subjective auditor judgment.

The primary procedures we performed to address this critical audit matter included (a) assessed the reasonableness of management’s process for developing their assessment of
whether  a  going  concern  risk  exists,  (b)  assessed  the  reasonableness  of  assumptions  management  used  in  their  future  cash  flow  projections,  consideration  of  positive  and
negative  evidence  impacting  management’s  forecasts,  and  consideration  of  the  Company’s  financing  arrangements  in  place  as  of  the  report  date,  (c)  developed  our  own
independent  calculation  of  expected  source  and  use  of  funds  and  needs  of  the  Company  over  the  one  year  period  from  the  date  of  issuance  of  the  consolidated  financial
statements, (d) tested management’s bank reconciliations and confirmed cash balances as of December 31, 2023 with the banks and inspected the bank balances after the March
2024 capital raise (e) identified management’s plans for dealing with the adverse conditions and events discussed above and assessed the reasonableness of the assumptions of
such plans, (f) assessed whether it is probable that management’s plans, when implemented, will mitigate the adverse effects of the conditions and events discussed above, (g)
concluded whether substantial doubt exists as to whether the Company can continue as a going concern for a period of one year after the consolidated financial statements are
issued and (h) considered the effect of such conclusion on the consolidated financial statement disclosures and our report of an independent registered public accounting firm.

We agree with management’s conclusions.

/s/ Salberg & Company, P.A.

SALBERG & COMPANY, P.A.
We have served as the Company’s auditor since 2013
Boca Raton, Florida
April 1, 2024

F-3 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS

ASSETS

 CURRENT ASSETS:

 Cash
 Accounts receivable, net
 Contract assets
 Inventory
 Prepaid expenses and other current assets

 Total Current Assets

 Property and equipment, net
 Operating lease right of use asset
 Security deposit

 OTHER ASSETS:

 Note Receivable, net
 Patents and trademarks, net
 Software development costs, net
 Total Other Assets

 TOTAL ASSETS

December 31,

2023

December 31,

2022

  $

2,441,842    $
1,462,463     
641,947     
1,526,165     
184,478     

6,256,895     

726,507     
4,373,155     
550,000     

153,750     
129,140     
652,838     
935,728     

1,121,092 
3,418,263 
425,722 
1,428,360 
441,320 

6,834,757 

629,490 
4,689,931 
600,000 

— 
69,733 
265,208 
334,941 

  $

12,842,285    $

13,089,119 

See accompanying notes to the consolidated financial statements.

F-4 

 
 
 
 
 
   
 
     
 
 
  
 
 
 
 
 
 
 
 
  
 
   
 
 
   
      
  
   
      
  
   
   
   
   
    
      
  
   
    
      
  
   
   
   
    
      
  
   
      
  
   
   
   
   
    
      
  
 
  
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS (CONTINUED)

 LIABILITIES AND STOCKHOLDERS' EQUITY

 CURRENT LIABILITIES:

 Accounts payable
 Notes payable - financing agreements
 Accrued expenses
 Equipment financing payable-current portion
 Operating lease obligations-current portion
 Contract liabilities

 Total Current Liabilities

 Operating lease obligations, less current portion

 Total Liabilities

 Commitments and Contingencies (Note 10)

 STOCKHOLDERS' EQUITY:

December 31,

2023

December 31,

2022

  $

595,634    $
41,976     
164,113     
—     
779,087     
1,666,243     

3,247,053     

4,228,718     

7,475,771     

2,290,390 
74,575 
453,023 
22,851 
696,869 
957,997 

4,495,705 

4,542,943 

9,038,648 

Preferred stock: $0.001 par value, 10,000,000 authorized, 9,441,000 shares available to be designated
Series A redeemable convertible preferred stock, $10 stated value per share 500,000 shares designated; 0 issued

and outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common stock at
$6.30 per share

 Series B convertible preferred stock, $1,000 stated value per share, 15,000 shares designated; 0 and 0 issued and
outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common stock at $7
per share

 Series C convertible preferred stock, $1,000 stated value per share, 5,000 shares designated; 0 and 0 issued and
outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common stock at
$5.50 per share

 Series D convertible preferred stock, $1,000 stated value per share, 4,000 shares designated; 1,299 and 1,299

issued and outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common
stock at $3 per share

 Series E convertible preferred stock, $1,000 stated value per share, 30,000 shares designated; 11,500 and 0

issued and outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common
stock at $3 per share

 Series F convertible preferred stock, $1,000 stated value per share, 5,000 shares designated; 0 and 0 issued and
outstanding at December 31, 2023 and December 31, 2022, respectively, convertible into common stock at
$6.20 per share

 Common stock: $0.001 par value; 500,000,000 shares authorized, 7,306,663 and 7,156,876 shares issued,

7,305,339 and 7,155,552  shares outstanding at December 31, 2023 and December 31, 2022, respectively

 Additional paid-in-capital
 Accumulated deficit
 Sub-total
 Less:  Treasury stock (1,324 shares of common stock at December 31, 2023 and December 31, 2022)

 Total Stockholders' Equity

 Total Liabilities and Stockholders' Equity

—     

—     

—     

1     

12     

—     

— 

— 

— 

1 

— 

— 

7,306     
69,120,199     
(63,603,552)    
5,523,966     
(157,452)    
5,366,514     

7,156 
56,562,600 
(52,361,834)
4,207,923 
(157,452)
4,050,471 

  $

12,842,285    $

13,089,119 

See accompanying notes to the consolidated financial statements.

F-5 

 
 
 
  
 
 
 
 
 
 
 
 
   
      
  
 
   
      
  
   
      
  
   
   
   
   
   
    
      
  
   
    
      
  
   
    
      
  
   
    
      
  
   
     
 
    
      
  
   
      
  
   
      
  
   
   
   
   
   
   
   
   
   
   
   
   
    
      
  
 
 
 
 
REVENUES:

Technology systems
Services and consulting

Total Revenues

COST OF REVENUES:
 Technology systems
 Services and consulting

 Total Cost of Revenues

GROSS MARGIN

OPERATING EXPENSES:
 Sales and marketing
 Research and development
 General and Administration

 Total Operating Expenses

LOSS FROM OPERATIONS

OTHER INCOME (EXPENSES):

Interest expense
Other income, net

Total Other Income (Expenses)

NET LOSS

Basic and Diluted Net Loss Per Share

Weighted Average Shares-Basic and Diluted

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF OPERATIONS

For the Years Ended
December 31,

2023

2022

  $

3,618,022    $
3,853,176     

11,190,292 
3,822,074 

7,471,198     

15,012,366 

4,352,247     
1,810,070     

8,376,649 
1,887,614 

6,162,317     

10,264,263 

1,308,881     

4,748,103 

1,493,309     
1,812,951     
9,449,187     

1,337,186 
1,651,064 
8,625,002 

12,755,447     

11,613,252 

(11,446,566)    

(6,865,149)

(7,159)    
212,007     

204,848     

(9,191)
9,557 

366 

(11,241,718)   $

(6,864,783)

(1.56)   $

(1.11)

7,204,177     

6,175,193 

  $

  $

See accompanying notes to the consolidated financial statements.

F-6 

 
 
 
 
 
 
   
 
 
  
 
  
 
 
 
  
 
   
 
 
   
      
  
   
    
      
  
   
    
      
  
   
      
  
   
   
    
      
  
   
    
      
  
   
    
      
  
   
      
  
   
   
   
    
      
  
   
    
      
  
   
    
      
  
   
      
  
   
   
    
      
  
   
    
      
  
    
      
  
    
      
  
   
 
 
  
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY
DECEMBER 31, 2023 AND 2022

Preferred Stock
B

Preferred Stock
C

Preferred Stock
D

    Preferred Stock E    Preferred Stock F    Common Stock

    Additional

    Accumulated      

# of

Shares    Amount   

# of

Shares     Amount   

# of

Shares    Amount   

# of

Shares     Amount   

# of

Shares     Amount    # of Shares    Amount   

Paid-in-
Capital

Deficit

Treasury
Stock

Total

   851   $

1     2,500   $

2     —  $ —    —  $ —    —   $ —     4,111,047  $ 4,111  $46,431,874   $(45,497,051) $(157,452) $

781,485 

   —     —    (2,500)  

(2)   —    —    —    —    —     —     454,546   

455   

(453)  

—    

—   

— 

   (851)  

(1)   —     —     —    —    —    —    —     —     121,572   

122   

(121)  

—    

—   

— 

   —     —     —     —     1,299   

1    —    —    —     —    

—    —    1,298,999    

—    

—   

1,299,000 

   —     —     —     —     —    —    —    —    —     —    

—    —   

819,191    

—    

—   

819,191 

   —     —     —     —     —    —    —    —    —     —    2,425,752    2,425    8,798,579    

—    

—   

8,801,004 

Balance December 31,
2021

Series C preferred
stock converted to
common stock

Series B preferred
stock converted to
common stock

Series D preferred
stock converted to
common stock

Stock options
compensation

Common stock issued
for cash

Stock issuance cost

   —     —     —     —     —    —    —    —    —     —    

—    —   

(942,926)  

(942,926)

Stock issued for
services

Net loss for the year
ended December 31,
2022

Balance December 31,
2022

Series E preferred stock
issued

Series F preferred stock
issued

Series F preferred stock
exchanged for Series E
preferred

Stock options
compensation

   —     —     —     —     —    —    —    —    —     —    

43,959   

43   

157,457    

—    

—   

157,500 

   —     —     —     —     —    —    —    —    —     —    

—    —   

—    

(6,864,783)  

—    

(6,864,783)

   —   $ —     —   $ —     1,299  $

1    —  $ —    —   $ —    7,156,876  $ 7,156  $56,562,600   $(52,361,834) $(157,452) $ 4,050,471 

   —     —     —     —     —    —    6,500   

7    —     —    

—    —    6,499,993    

—    

—    

6,500,000 

   —     —     —     —     —    —    —    —    5,000    

5    

—    —    4,999,995    

—   

—    

5,000,000 

   —     —     —     —     —    —    5,000   

5   (5,000)  

(5)  

—    —   

—    

—   

—    

— 

   —     —     —     —     —    —    —    —    —     —    

—    —   

573,441    

—    

—    

573,441 

Stock issuance cost

   —     —     —     —     —    —    —    —    —     —    

—    —   

(25,797)  

—    

—    

(25,797)

Stock issued for
services

Stock issued under the
Employee Stock
Purchase Plan for cash
and compensation

Net loss for the year
ended December 31,
2023

Balance December 31,
2023

   —     —     —     —     —    —    —    —    —     —    

38,249   

38   

143,027    

—    

—    

143,065 

   —     —     —     —     —    —    —    —    —     —     111,538   

112   

366,940    

—    

—    

367,052 

   —     —     —     —     —    —    —    —    —     —    

—    —   

—     (11,241,718)  

—     (11,241,718)

   —   $ —     —   $ —     1,299  $

1   11,500  $

12    —   $ —    7,306,663  $ 7,306  $69,120,199   $(63,603,552) $(157,452) $ 5,366,514 

See accompanying notes to the consolidated financial statements.

F-7 

 
 
 
 
 
  
   
 
    
   
 
    
  
 
   
  
 
   
   
 
    
  
 
  
 
   
 
   
 
   
 
 
 
 
   
   
     
 
 
 
   
   
   
 
 
 
 
   
 
   
 
   
 
   
 
  
 
  
 
  
 
  
 
   
 
    
   
  
 
   
 
   
 
   
 
 
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
     
    
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
  
     
     
     
     
    
    
    
    
     
     
    
    
     
     
     
  
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED STATEMENTS OF CASH FLOWS

Cash from operating activities:
Net loss
Adjustments to reconcile net loss to net cash used in operating activities:
Depreciation and amortization
Stock based compensation
Stock issued for services
Amortization of operating lease right of use asset
Changes in assets and liabilities:
   Accounts receivable
   Note receivable
   Contract assets
   Inventory
   Security deposit
   Prepaid expenses and other current assets
   Accounts payable
   Accrued expenses
   Operating lease obligation
   Contract liabilities

Net cash used in operating activities

Cash flows from investing activities:
    Purchase of patents/trademarks
    Purchase of software development
    Purchase of fixed assets

Net cash used in investing activities

Cash flows from financing activities:
   Repayments of insurance and equipment financing
   Repayment of finance lease
   Proceeds from common stock issued
   Issuance cost
   Proceeds from shares issued under Employee Stock Purchase Plan
   Proceeds from preferred stock issued

Net cash provided by financing activities

Net increase in cash
Cash, beginning of year
Cash, end of year

Supplemental Disclosure of Cash Flow Information:
Interest paid
Taxes paid

Supplemental Non-Cash Investing and Financing Activities:
Notes issued for financing of insurance premiums

For the Years Ended

December 31,

2023

2022

  $

(11,241,718)   $

(6,864,783)

550,201     
710,047     
143,065     
316,776     

1,955,800     
(153,750)    
(216,225)    
(97,804)    
50,000     
744,771     
(1,694,756)    
(289,209)    
(232,007)    
708,245     

350,192 
819,191 
157,500 
235,834 

(1,679,720)
— 
(422,273)
(1,130,022)
— 
266,539 
1,245,890 
(165,069)
184,728 
(871,314)

(8,746,564)    

(7,873,307)

(69,327)    
(527,896)    
(496,686)    

(1,093,909)    

(520,529)    
(22,851)    
—     
(25,797)    
230,400     
11,500,000     

11,161,223     

1,320,750     
1,121,092     
2,441,842    $

7,159    $
29,085    $

(18,190)
(281,783)
(344,915)

(644,888)

(331,175)
(80,335)
8,801,003 
(942,926)
— 
1,299,000 

8,745,567 

227,372 
893,720 
1,121,092 

9,292 
1,264 

487,929    $

353,244 

  $

  $
  $

  $

See accompanying notes to the consolidated financial statements.

F-8 

 
 
 
 
   
 
     
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
      
  
   
      
  
   
   
   
   
   
      
  
   
   
   
   
   
   
   
   
   
   
 
   
      
  
   
 
   
      
  
   
      
  
   
   
   
 
   
      
  
   
 
   
      
  
   
      
  
   
   
   
   
   
   
 
   
      
  
   
 
   
      
  
   
   
 
   
      
  
   
      
  
 
   
      
  
   
      
  
 
  
 
  
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 1 – NATURE OF OPERATIONS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES

Nature of Operations

Duos Technologies Group, Inc. (the “Company”), through its operating subsidiaries, Duos Technologies, Inc. (“Duos”) and TrueVue360, Inc. (“TrueVue360”) (collectively the
“Company”), is a company that specializes in machine vision and artificial intelligence to analyze fast moving objects such as trains, trucks, automobiles, and aircraft. This
technology can help improve safety, maintenance, and operating metrics.

The Company is the inventor of the Railcar Inspection Portal (RIP) and is currently the rail industry leader for machine vision/camera wayside detection systems that include
the use of Artificial Intelligence at speeds up to 125 mph. The RIP inspects a train at full speed from the top, sides, and bottom looking at FRA/AAR mandated safety inspection
points. The system also detects illegal riders that assists law enforcement agencies. Each rail car is scanned with machine vision cameras and other sensors from the top, sides,
and bottom and images are produced within seconds of passing that can be used by the customer to help prevent derailments, improve maintenance operations, and assist with
security. The Company self-performs all aspects of hardware, software, IT, and Artificial Intelligence development and engineering and holds several patents and maintains
significant intellectual property. The Company also has a proprietary portfolio of over 48 Artificial Intelligence “Use Cases” that automatically flag defects. The Company has
deployed  this  system  with  several  Class  1  and  passenger  customers  and  anticipates  an  increased  demand  in  the  future  from  rail  operators,  car  owners,  shippers,  and  law
enforcement agencies.

The Company has also developed the Automated Logistics Information System (ALIS) which automates gatehouse operations where trucks enter and exit large logistics and
intermodal facilities. This solution also incorporates sensors and data points as necessary for each operation and directly interconnects with backend logistics databases and
processes to streamline operations and significantly improve operations and security and, importantly, dramatically improves throughput on each lane on which the technology
is deployed. The Company expects to deploy an upgraded Truck Inspection Portal (TIP) which uses the same technology and lessons learned from the ALIS and RIP systems.

The  Company’s  strategy  is  to  expand  our  existing  customer  base  in  the  Class  1,  short  line,  and  passenger  space  in  North America;  expand  our  subscription  offering  to  car
owners  and  shippers;  and  expand  operations  to  meet  the  demand  from  international  customers.  The  Company  has  prepared  to  respond  and  scale  if  necessary  to  react  to
increased demand from potential regulations that may be imposed around wayside detection technology. In the future the Company may put more emphasis on the trucking and
intermodal  sector  with  an  updated  Truck  Inspection  Portal  solution.  The  Company  continues  to  focus  on  operational  and  technical  excellence,  customer  satisfaction,  and
maintaining a highly skilled and performance-based work force.

F-9 

 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Principles of Consolidation

The  consolidated  financial  statements  include  the  accounts  of  the  Company  and  its  wholly  owned  subsidiaries,  Duos  Technologies,  Inc.  and  TrueVue360,  Inc.  All  inter-
company transactions and balances are eliminated in consolidation.

Use of Estimates

The preparation of financial statements in conformity with accounting principles generally accepted in the United States of America requires management to make estimates
and assumptions that affect the reported amounts of assets and liabilities and disclosures 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.  Actual  results  may  differ  from  these  estimates.  The  most  significant  estimates  in  the
accompanying consolidated financial statements include the allowance on accounts receivable and notes receivable, valuation of common stock warrants received in exchange
for  an  asset  sale,  valuation  of  deferred  tax  assets,  valuation  of  intangible  and  other  long-lived  assets,  estimates  of  net  contract  revenues  and  the  total  estimated  costs  to
determine  progress  towards  contract  completion,  valuation  of  inventory,  estimates  of  the  valuation  of  right  of  use  assets  and  corresponding  lease  liabilities,  valuation  of
warrants issued with debt and valuation of stock-based awards. We base our estimates on historical experience and on various other assumptions that we believe are reasonable
under the circumstances, the results of which form the basis for making judgments about the carrying values of assets and liabilities that are not readily apparent from other
sources. Actual results may differ from these estimates.

Concentrations

Cash Concentrations

Cash is maintained at financial institutions and at times, balances may exceed federally insured limits. We have not experienced any losses related to these balances. As of
December 31, 2023, the Company had balances in a financial institution which combined exceeded federally insured limits by approximately $1,948,794. Any loss incurred or
a lack of access to such funds could have a significant adverse impact on the Company’s consolidated financial condition, results of operation and cash flows.

F-10 

 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Significant Customers and Concentration of Credit Risk

The Company had certain customers whose revenue individually represented 10% or more of the Company’s total revenue, or whose accounts receivable balances individually
represented 10% or more of the Company’s total accounts receivable, as follows:

For the year ended December 31, 2023, three customers accounted for 48%, 30%, and 11% of revenues. For the year ended December 31, 2022, four customers accounted for
42%, 18%, 14% and 14% of revenues. In all cases, there are no minimum contract values stated. Each contract covers an agreement to deliver a rail inspection portal which,
once accepted, must be paid in full, with 30% or more being due and payable prior to delivery. The balances of the contracts are for service and maintenance which is paid
annually in advance with revenues recorded ratably over the contract period.

At December 31, 2023, two customers accounted for 83%, and 11%, of accounts receivable. At December 31, 2022, four customers accounted for 34%, 31%, 19% and 10% of
accounts receivable. Much of the credit risk is mitigated since all of the customers listed here are Class 1 railroads with a history of timely payments to us.

Geographic Concentration

Approximately 44% and 41% of revenue in 2023 and 2022, respectively, is generated from customers outside of the United States.

Significant Vendors and Concentration of Credit Risk

In some instances, the Company relies on a limited pool of vendors for key components related to the manufacturing of its subsystems. These vendors are primarily focused on
camera,  server  and  lighting  technologies  integral  to  the  Company’s  solution.  Where  possible,  the  Company  seeks  multiple  vendors  for  key  components  to  mitigate  vendor
concentration risk.

F-11 

 
 
 
 
 
 
  
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Fair Value of Financial Instruments and Fair Value Measurements

The Company follows Accounting Standards Codification (“ASC”) 820, “Fair Value Measurements and Disclosures” (“ASC 820”), for assets and liabilities measured at fair
value on a recurring basis. ASC 820 establishes a common definition for fair value to be applied to existing generally accepted accounting principles that requires the use of fair
value measurements, establishes a framework for measuring fair value and expands disclosure about such fair value measurements.

ASC  820  defines  fair  value  as  the  price  that  would  be  received  to  sell  an  asset  or  paid  to  transfer  a  liability  in  an  orderly  transaction  between  market  participants  at  the
measurement date. Additionally, ASC 820 requires the use of valuation techniques that maximize the use of observable inputs and minimize the use of unobservable inputs.

These inputs are prioritized below: 

Level 1:

Observable inputs such as quoted market prices in active markets for identical assets or liabilities

Level 2:

Observable market-based inputs or unobservable inputs that are corroborated by market data

Level 3:

Unobservable inputs for which there is little or no market data, which require the use of the reporting entity’s own assumptions that the market participants
would use in the valuation of the asset or liability based on the best available information.

The Company analyzes all financial instruments with features of both liabilities and equity under the Financial Accounting Standard Board’s (“FASB”) accounting standard for
such  instruments.  Under  this  standard,  financial  assets  and  liabilities  are  classified  in  their  entirety  based  on  the  lowest  level  of  input  that  is  significant  to  the  fair  value
measurement.

The estimated fair value of certain financial instruments, including accounts receivable, prepaid expenses, accounts payable, accrued expenses and notes payable are carried at
historical cost basis, which approximates their fair values because of the short-term nature of these instruments.

Accounts Receivable

On January 1, 2023, the Company adopted ASC 326, "Financial Instruments - Credit Losses". In accordance with ASC 326, an allowance is maintained for estimated forward-
looking losses resulting from the possible inability of customers to make required payments (current expected losses). The amount of the allowance is determined principally on
the basis of past collection experience and known financial factors regarding specific customers.

Accounts  receivable  are  stated  at  estimated  net  realizable  value.  Accounts  receivable  are  comprised  of  balances  due  from  customers  net  of  estimated  allowances  for
uncollectible  accounts.  In  determining  the  collections  on  the  account,  historical  trends  are  evaluated,  and  specific  customer  issues  are  reviewed  to  arrive  at  appropriate
allowances. The Company reviews its accounts to estimate losses resulting from the inability of its customers to make required payments. Any required allowance is based on
specific analysis of past due accounts and also considers historical trends of write-offs. Past due status is based on how recently payments have been received from customers.

Inventory

Inventory  consists  primarily  of  spare  parts  and  consumables  and  long-lead  time  components  to  be  used  in  the  production  of  our  technology  systems  or  in  connection  with
maintenance agreements with customers. Any inventory deemed to be obsolete is written off. Inventory is stated at the lower of cost or net realizable value. Inventory cost is
primarily determined using the weighted average cost method.

F-12 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Property and Equipment

Property and equipment are stated at cost, less accumulated depreciation. Depreciation is provided by the straight-line method over the estimated economic life of the property
and equipment (three to five years). When assets are sold or retired, their costs and accumulated depreciation are eliminated from the accounts and any gain or loss resulting
from their disposal is included in the statement of operations. Leasehold improvements are expensed over the shorter of the term of our lease or their useful lives.

Software Development Costs

Software development costs incurred prior to establishing technological feasibility are charged to operations and included in research and development costs. The technological
feasibility of a software product is established when the Company has completed all planning, designing, coding, and testing activities that are necessary to establish that the
product  meets  its  design  specifications,  including  functionality,  features,  and  technical  performance  requirements.  Software  development  costs  incurred  after  establishing
technological feasibility for software sold as a perpetual license, as defined within ASC 985-20 (Software – Costs of Software to be Sold, Leased, or Marketed) are capitalized
and amortized on a product-by-product basis when the product is available for general release to customers. Software development costs are evaluated for impairment annually
by comparing the net realizable value to the unamortized capitalization costs and writing these costs down to net realizable value.

Patents and Trademarks

Patents and trademarks which are stated at amortized cost, relate to the development of video surveillance security system technology and are being amortized over 17 years.

Long-Lived Assets

The  Company  evaluates  the  recoverability  of  its  property,  equipment,  and  other  long-lived  assets  in  accordance  with  FASB ASC  360-10-35-15  “Impairment  or  Disposal  of
Long-Lived Assets”, which requires recognition of impairment of long-lived assets in the event the net book values of such assets exceed the estimated future undiscounted
cash flows attributable to such assets or the business to which such intangible assets relate. This guidance requires that long-lived assets and certain identifiable intangibles be
reviewed for impairment whenever events or changes in circumstances indicate that the carrying amount of an asset may not be recoverable. Recoverability of assets to be held
and  used  is  measured  by  a  comparison  of  the  carrying  amount  of  an  asset  to  future  undiscounted  net  cash  flows  expected  to  be  generated  by  the  asset.  If  such  assets  are
considered to be impaired, the impairment to be recognized is measured by the amount by which the carrying amount of the assets exceeds the fair value of the assets. Assets to
be disposed of are reported at the lower of the carrying amount or fair value less costs to sell.

Product Warranties

The Company has a 90-day warranty period for materials and labor after final acceptance of a project. If any parts are defective they are replaced under our vendor warranty
which is usually 12 to 36 months. Final acceptance terms vary by customer. Some customers have a cure period for any material deviation and if the Company fails or is unable
to correct any deviations, a full refund of all payments made by the customer will be arranged by the Company. As of December 31, 2023 and 2022, the warranty costs have
been de-minimis, therefore no accrual of warranty liability has been made.

Loan Costs

Loan costs paid to lenders, or third parties are recorded as debt discounts to the related loans and amortized to interest expense over the loan term.

Sales Returns

Our systems are sold as integrated systems and there are no sales returns allowed.

Revenue Recognition

The Company follows Accounting Standards Codification 606, Revenue from Contracts with Customers (“ASC 606”), that affects the timing of when certain types of revenues
will be recognized. The basic principles in ASC 606 include the following: a contract with a customer creates distinct contract assets and performance obligations, satisfaction
of a performance obligation creates revenue, and a performance obligation is satisfied upon transfer of control to a good or service to a customer.

F-13 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Revenue is recognized by evaluating our revenue contracts with customers based on the five-step model under ASC 606:

1.

2.

Identify the contract with the customer;

Identify the performance obligations in the contract;

3. Determine the transaction price;

4. Allocate the transaction price to separate performance obligations; and

5. Recognize revenue when (or as) each performance obligation is satisfied.

The Company generates revenue from four sources: (1) Technology Systems; (2) AI Technologies; (3) Technical Support and (4) Consulting services. 

Technology Systems

For revenues related to technology systems, the Company recognizes revenue over time using a cost-based input methodology in which significant judgment is required to
estimate costs to complete projects. These estimated costs are then used to determine the progress towards contract completion and the corresponding amount of revenue to
recognize.

Accordingly, the Company now bases its revenue recognition on ASC 606-10-25-27, where control of a good or service transfers over time if the entity’s performance does not
create an asset with an alternative use to the entity and the entity has an enforceable right to payment for performance completed to date including a profit margin or reasonable
return on capital. Control is deemed to pass to the customer instantaneously as the goods are manufactured and revenue is recognized accordingly.

In addition, the Company has adopted ASC 606-10-55-21 such that if the cost incurred is not proportionate to the progress in satisfying the performance obligation, we adjust
the input method to recognize revenue only to the extent of the cost incurred. Therefore, the Company will recognize revenue at an equal amount to the cost of the goods to
satisfy the performance obligation. To accurately reflect revenue recognition based on the input method, the Company has adopted the implementation guidance as set out in
ASC-606-10-55-187 through 192.

Under this method, contract revenues are recognized over the performance period of the contract in direct proportion to the costs incurred. Costs include direct material, direct
labor,  subcontract  labor  and  other  allocable  indirect  costs. All  un-allocable  indirect  costs  and  corporate  general  and  administrative  costs  are  also  charged  to  the  periods  as
incurred. Any  recognized  revenues  that  have  not  been  billed  to  a  customer  are  recorded  as  an  asset  in  “contract  assets”. Any  billings  of  customers  more  than  recognized
revenues  are  recorded  as  a  liability  in  “contract  liabilities”.  However,  in  the  event  a  loss  on  a  contract  is  foreseen,  the  Company  will  recognize  the  loss  when  such  loss  is
determined to be both probable and reasonably estimable.

AI Technologies

The Company has revenue from applications that incorporate artificial intelligence (AI) in the form of predetermined algorithms which provide important operating information
to the users of our systems. The revenue generated from these applications of AI consists of a fixed fee related to the design, development, testing and incorporation of new
algorithms into the system, which is recognized as revenue at a point in time upon acceptance, as well as an annual application maintenance fee, which is recognized as revenue
ratably over the contracted maintenance term.

Technical Support

Technical  support  services  are  provided  on  both  an  as-needed  and  extended-term  basis  and  may  include  providing  both  parts  and  labor.  Maintenance  and  technical  support
provided outside of a maintenance contract are on an “as-requested” basis, and revenue is recognized over time as the services are provided. Revenue for maintenance and
technical support provided on an extended-term basis is recognized over time ratably over the term of the contract.

F-14 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Consulting Services

The  Company’s  consulting  services  business  generates  revenues  under  contracts  with  customers  from  four  sources:  (1)  Professional  Services  (consulting  and  auditing);  (2)
Software licensing with optional hardware sales; (3) Customer service training and (4) Maintenance support.

(1) Revenues for professional services, which are of short-term duration, are recognized when services are completed;
(2) For all periods reflected in this report, software license sales have been one-time sales of a perpetual license to use our software product and the customer also has
the option to purchase third-party manufactured handheld devices from us if they purchase our software license. Accordingly, the revenue is recognized upon delivery
of the software and delivery of the hardware, as applicable, to the customer;
(3) Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and
(4) Maintenance/support is an optional product sold to our software license customers under one-year contracts. Accordingly, maintenance payments received upfront
are deferred and recognized over the contract term. 

Multiple Performance Obligations and Allocation of Transaction Price

Arrangements  with  customers  may  involve  multiple  performance  obligations  including  project  revenue  and  maintenance  services  in  our  Technology  Systems  business.
Maintenance will occur after the project is completed and may be provided on an extended-term basis or on an as-needed basis. In our consulting services business, multiple
performance  obligations  may  include  any  of  the  above  four  sources. Training  and  maintenance  on  software  products  may  occur  after  the  software  product  sale  while  other
services  may  occur  before  or  after  the  software  product  sale  and  may  not  relate  to  the  software  product.  Revenue  recognition  for  a  multiple  performance  obligations
arrangement is as follows:

Each performance obligation is accounted for separately when each has value to the customer on a standalone basis and there is Company specific objective evidence of the
selling  price  of  each  deliverable.  For  revenue  arrangements  with  multiple  deliverables,  the  Company  allocates  the  total  customer  arrangement  to  the  separate  units  of
accounting  based  on  their  relative  selling  prices  as  determined  by  the  price  of  the  items  when  sold  separately.  Once  the  selling  price  is  allocated,  the  revenue  for  each
performance  obligation  is  recognized  using  the  applicable  criteria  under  GAAP  as  discussed  above  for  performance  obligations  sold  in  single  performance  obligation
arrangements. A delivered item or items that do not qualify as a separate unit of accounting within the arrangement are combined with the other applicable undelivered items
within  the  arrangement. The  allocation  of  arrangement  consideration  and  the  recognition  of  revenue  is  then  determined  for  those  combined  deliverables  as  a  single  unit  of
accounting. The Company sells its various services and software and hardware products at established prices on a standalone basis which provides Company specific objective
evidence of selling price for purposes of performance obligations relative selling price allocation. The Company only sells maintenance services or spare parts based on its
established rates after it has completed a system integration project for a customer. The customer is not required to purchase maintenance services. All elements in multiple
performance obligations arrangements with Company customers qualify as separate units of account for revenue recognition purposes.

Advertising

The Company expenses the cost of advertising. During the years ended December 31, 2023 and 2022, there were no advertising costs.

F-15 

 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Stock Based Compensation

The Company accounts for employee and non-employee stock-based compensation in accordance with ASC 718-10, “Share-Based Payment,” which requires the measurement
and recognition of compensation expense for all share-based payment awards made to employee and directors including stock options, restricted stock units, and employee
stock purchases based on estimated fair values. The stock-based compensation carries a graded vesting feature subject to the condition of time of employment service with
awarded stock-based compensation tranches vesting evenly upon the anniversary date of the award.

The Company estimates the fair value of stock options granted using the Black-Scholes option-pricing formula. In accordance with ASC 718-10-35-8, the Company elected to
recognize the fair value of the stock award using the graded vesting method as time of employment service is the criteria for vesting. The Company’s determination of fair value
using an option-pricing model is affected by the stock price as well as assumptions regarding a number of highly subjective variables.

The  Company  estimates  volatility  based  upon  the  historical  stock  price  of  the  Company  and  estimates  the  expected  term  for  stock  options  using  the  simplified  method  for
employees and directors and the contractual term for non-employees. The risk-free rate is determined based upon the prevailing rate of United States Treasury securities with
similar maturities.

Income Taxes

The Company accounts for income taxes in accordance with the Financial Accounting Standards Board FASB Accounting Standards Codification (“ASC”) 740, Income Taxes,
which requires the recognition of deferred income taxes for differences between the basis of assets and liabilities for financial statement and income tax purposes. The deferred
tax assets and liabilities represent the future tax return consequences of those differences, which will either be taxable or deductible when the assets and liabilities are recovered
or settled. Valuation allowances are established when necessary to reduce deferred tax assets to the amount expected to be realized.

The Company evaluates all significant tax positions as required by ASC 740. As of December 31, 2023, the Company does not believe that it has taken any positions that would
require the recording of any additional tax liability, nor does it believe that there are any unrealized tax benefits that would either increase or decrease within the next year.

Any penalties and interest assessed by income taxing authorities are included in operating expenses.

The federal and state income tax returns of the Company are subject to examination by the IRS and state taxing authorities, generally for three years after they were filed. Tax
years 2020, 2021 and 2022 remain open for potential audit.

Earnings (Loss) Per Share

Basic earnings per share (EPS) are computed by dividing the net loss applicable to common stock by the weighted average number of common shares outstanding. Diluted net
loss per common share is computed by dividing the net loss applicable to common stock by the weighted average number of common shares outstanding for the period and, if
dilutive, potential common shares outstanding during the period. Potential common shares consist of the incremental common shares issuable upon the exercise or conversion
of stock options, stock warrants, convertible debt instruments, convertible preferred stock or other common stock equivalents. Potentially dilutive securities are excluded from
the computation if their effect is anti-dilutive.

At December 31, 2023, there were (i) an aggregate of 44,644 outstanding warrants to purchase shares of common stock, (ii) employee stock options to purchase an aggregate of
1,387,775 shares of common stock, (iii) 433,000 common shares issuable upon conversion of Series D Convertible Preferred Stock, (iv) 3,833,334 common shares issuable
upon  conversion  of  Series  E  Convertible  Preferred  Stock,  and  (v)  0  common  shares  issuable  upon  conversion  of  Series  F  Convertible  Preferred  Stock,  all  of  which  were
excluded from the computation of diluted net earnings per share because their inclusion would have been anti-dilutive.

At December 31, 2022, there was an aggregate of 147,591 outstanding warrants to purchase shares of common stock aggregate of 926,266 employee stock options to purchase
shares  of  common  stock,  and  433,000  common  shares  were  issuable  upon  conversion  of  Series  D  Convertible  Preferred  Stock,  all  of  which  were  excluded  from  the
computation of diluted net earnings per share because their inclusion would have been anti-dilutive.

F-16 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Leases

The Company follows ASC 842 “Leases”. This guidance requires lessees to recognize right-of-use (“ROU”) assets and lease liabilities for most operating leases. In addition,
this guidance requires that lessors separate lease and non-lease components in a contract in accordance with the revenue guidance in ASC 606.

The Company made an accounting policy election to not recognize short-term leases with terms of twelve months or less on the balance sheet and instead recognize the lease
payments in expense as incurred. The Company has also elected to account for real estate leases that contain both lease and non-lease components as a single lease component.

At the inception of a contract the Company assesses whether the contract is, or contains, a lease. The Company’s assessment is based on: (1) whether the contract involves the
use of a distinct identified asset, (2) whether we obtain the right to substantially all the economic benefit from the use of the asset throughout the period, and (3) whether we
have the right to direct the use of the asset.

Operating ROU assets represent the right to use the leased asset for the lease term and operating lease liabilities are recognized based on the present value of minimum lease
payments over the lease term at commencement date. As most leases do not provide an implicit rate, the Company uses an incremental borrowing rate based on the information
available at the lease commencement date to determine the present value of future payments. The lease term includes all periods covered by renewal and termination options
where the Company is reasonably certain to exercise the renewal options or not to exercise the termination options. Operating lease expense is recognized on a straight-line
basis over the lease term and is included in general and administration expenses in the consolidated statements of operations. 

Recent Accounting Pronouncements

From time to time, the FASB or other standards setting bodies will issue new accounting pronouncements. Updates to the FASB ASC are communicated through issuance of an
Accounting Standards Update (“ASU”).

In August  2020,  the  FASB  issued  an  accounting  pronouncement  (ASU  2020-06)  related  to  the  measurement  and  disclosure  requirements  for  convertible  instruments  and
contracts in an entity's own equity. The pronouncement simplifies and adds disclosure requirements for the accounting and measurement of convertible instruments and the
settlement assessment for contracts in an entity's own equity. This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after
December  15,  2023.  The  Company  early  adopted  this  pronouncement  for  our  fiscal  year  beginning  January  1,  2022,  and  it  did  not  have  a  material  effect  on  our  audited
consolidated financial statements.

In May 2021, the FASB issued an accounting pronouncement (ASU 2021-04) related to modifications or exchanges of freestanding equity-classified written call options (such
as warrants) that remain equity classified after modification or exchange. The pronouncement states that an entity should treat the modification as an exchange of the original
instrument for a new instrument, and the effect of the modification should be calculated as the difference between the fair value of the modified instrument and the fair value of
that instrument immediately before modification. An entity should then recognize the effect of the modification on the basis of the substance of the transaction, in the same
manner as if cash had been paid as consideration. This pronouncement is effective for fiscal years, and for interim periods within those fiscal years, beginning after December
15,  2021.  The  pronouncement  is  applied  prospectively  to  all  modifications  that  occur  after  the  initial  date  of  adoption.  We  adopted  this  pronouncement  for  our  fiscal  year
beginning January 1, 2022, and it did not have a material effect on our audited consolidated financial statements.

In March 2022, the FASB issued ASU No. 2022-02, Financial Instruments-Credit Losses (Topic 326): Troubled Debt Restructurings and Vintage Disclosures. The guidance
was  issued  as  improvements  to ASU  No.  2016-13.  The  vintage  disclosure  changes  require  an  entity  to  disclose  current-period  gross  write-offs  by  year  of  origination  for
financing receivables. The guidance is effective for financial statements issued for fiscal years beginning after December 15, 2022, and interim periods within those fiscal years.
The amendments should be applied prospectively. Early adoption of the amendments is permitted, including adoption in an interim period. The amendments will impact our
disclosures  but  will  not  otherwise  impact  the  consolidated  financial  statements.  During  2023,  the  Company  adopted  a  policy  related  to  Topic  326  whereby  it  periodically
reviews the collectability and historical write-offs, if any, to evaluate the need for any credit losses or an allowance.

In November 2023, the FASB issued ASU 2023-07 Segment Reporting (Topic 280): Improvements to Reportable Segment Disclosures. ASU 2023-07 requires companies to
disclose significant segment expenses that are regularly provided to the chief operating decision maker. ASU 2023-07 is effective for annual periods beginning on January 1,
2024 and interim periods beginning on January 1, 2025. ASU 2023-07 must be applied retrospectively to all prior periods presented in the financial statements. The Company is
evaluating the disclosure impact of ASU 2023-07; however, the standard will not have an impact on the Company’s consolidated financial statements.

In December 2023, the FASB issued ASU No. 2023-09 Income Taxes (Topic 740): Improvements to Income Tax Disclosures. ASU 2023-09 requires companies to disclose, on
an annual basis, specific categories in the effective tax rate reconciliation and provide additional information for reconciling items that meet a quantitative threshold. Further,
ASU 2023-09 requires companies to disclose additional information about income taxes paid. ASU 2023-09 is effective for annual periods beginning January 1, 2025 and will
be  applied  on  a  prospective  basis  with  the  option  to  apply  the  standard  retrospectively.  The  Company  is  evaluating  the  disclosure  impact  of ASU  2023-09;  however,  the
standard will not have an impact on the Company’s consolidated financial statements. 

Management does not believe that any other recently issued, but not yet effective accounting pronouncements, if adopted, would have a material effect on the accompanying
financial statements.

F-17 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 2 – LIQUIDITY

Under Accounting Codification ASC 205, Presentation of Financial Statements—Going Concern (Subtopic 205-40) (“ASC 205-40”), the Company has the responsibility to
evaluate whether conditions and/or events raise substantial doubt about its ability to meet its future financial obligations as they become due within one year after the date that
the financial statements are issued. As required by ASC 205-40, this evaluation shall initially not take into consideration the potential mitigating effects of plans that have not
been fully implemented as of the date the financial statements are issued. Management has assessed the Company’s ability to continue as a going concern in accordance with
the requirement of ASC 205-40.

As reflected in the accompanying consolidated financial statements, the Company had a net loss of $11,241,718 for the year ended December 31, 2023. During the same period,
cash  used  in  operating  activities  was  $8,746,564.  The  working  capital  surplus  and  accumulated  deficit  as  of  December  31,  2023,  were  $3,009,842  and  $63,603,552,
respectively. In previous financial reports, the Company had raised substantial doubt about continuing as a going concern. This was principally due to a lack of working capital
prior to an underwritten offerings and a private placement which were completed during the first, third and fourth quarters of 2022, the first, third and fourth quarters of 2023,
as well as the first quarter of 2024.

As previously noted, the Company was successful during 2023 in raising gross proceeds of over $11,500,000 from the sale of Series E and F Preferred Stock. Additionally, late
in the first quarter of 2024, the Company raised gross proceeds of $2,745,000 from the issuance of a combination of Series D and E Preferred Stock (See Note 17). As part of its
strategy,  the  Company  will  endeavor  to  utilize  the  Preferred  Series  E  and  the  remainder  of  the  Series  D  as  additional  funding  mechanisms. Additionally,  during  the  second
quarter  of  2024,  the  Company  will  again  have  access  to  its  S-3  “shelf  registration”  statement  allowing  the  Company  to  sell  additional  common  shares. At  the  time  of  this
document, the Company estimates that it has available capacity on its shelf registration which it can utilize to bolster working capital and growth of the business in the event it
did not have an uptake in the preferred classes of shares previously noted. Although additional investment is not assured, the Company is comfortable that it would be able to
raise sufficient capital to support expanded operations based on an anticipated increase in business activity. In the long run, the continuation of the Company as a going concern
is  dependent  upon  the  ability  of  the  Company  to  continue  executing  its  business  plan,  generate  enough  revenue,  and  attain  consistently  profitable  operations. Although  the
lingering  effects  of  the  global  pandemic  related  to  the  coronavirus  (Covid-19)  previously  effected  our  operations,  particularly  in  our  supply  chain,  we  now  believe  that  the
supply chain lags have largely been abated. We have analyzed our cash flow under “stress test” conditions and have determined that we have sufficient liquid assets on hand or
available via the capital markets to maintain operations for at least twelve months from the issuance date of this report.

In addition, management has taken and continues to take actions including, but not limited to, elimination of certain costs that do not contribute to short term revenue, and re-
aligning both management and staffing with a focus on improving certain skill sets necessary to build growth and profitability and focusing product strategy on opportunities
that  are  likely  to  bear  results  in  the  relatively  short  term. The  Company  believes  that,  with  the  combination  of  commercial  sales  success,  Series  E  Preferred  Stock  offering
coupled with an S-3 shelf registration availability starting in the second quarter of 2024, it will have sufficient working capital to meet its obligations over the following twelve
months. In the last twelve months the Company has seen growth in its contracted backlog as well as significant, positive signs from new commercial projects that indicate
improvements in future revenues.

Management believes that, at this time, the conditions in our market space with ongoing contract delays and the additional time needed to execute on new contracts previously
reported  have  put  a  strain  on  our  cash  reserves.  However,  recent  private  placements  as  well  as  the  availability  to  raise  capital  via  its  shelf  registration  indicate  there  is  no
substantial doubt for the Company to continue as a going concern for a period of twelve months. We continue executing the plan to grow our business and achieve profitability.
The Company may selectively look at opportunities for fund raising in the future. Management has extensively evaluated our requirements for the next 12 months and has
determined that the Company currently has sufficient cash and access to capital to operate for at least that period.

While no assurance can be provided, management believes that these actions provide the opportunity for the Company to continue as a going concern and to grow its business
and achieve profitability with access to additional capital funding. Ultimately the continuation of the Company as a going concern is dependent upon the ability of the Company
to continue executing the plan described above which was put in place in late 2022 and will continue in 2024 and beyond. As a result, we expect to generate sufficient revenue
and  to  attain  profitable  operations  with  minimal  cash  use  in  the  next  12-18  months.  These  consolidated  financial  statements  do  not  include  any  adjustments  related  to  the
recoverability  and  classification  of  recorded  asset  amounts  and  classification  of  liabilities  that  might  be  necessary  should  the  Company  be  unable  to  continue  as  a  going
concern.

F-18 

 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 3 – ACCOUNTS RECEIVABLE

Accounts receivable were as follows at December 31, 2023 and 2022:

Accounts receivable
Allowance for doubtful accounts
Accounts Receivable, Net

There was no bad debt expense during the year ended December 31, 2023 and 2022.

NOTE 4 – PROPERTY AND EQUIPMENT

The major classes of property and equipment are as follows at December 31, 2023 and 2022:

Furniture & Fixtures
Tools and Equipment
Leasehold Improvements
Internal Use Software
Property, Plant and Equipment, Gross
Accumulated Depreciation

Property, Equipment and Software, net

Internal Use Software consisted of the following:
Internal Use Software
Accumulated depreciation
Internal Use Software, net

Depreciation Expense:
Property and equipment, excluding internal use software
Software amortization expense

The following is a schedule of estimated future depreciation expense of software at December 31, 2023:

  2024
  2025
  2026

Depreciation expense in 2023 and 2022 was $315,686 and $267,959, respectively.

NOTE 5 – PATENTS AND TRADEMARKS

Patents
Accumulated Amortization

Patent, net

Amortization expense in 2023 and 2022 was $9,920 and $13,688, respectively.

    $

    $ 

F-19 

  $

  $

  $ 

  $ 

  $ 

  $ 

  $ 

December 31,
2023

December 31,
2022

1,462,463    $

— 

1,462,463    $

3,418,263 
— 
3,418,263 

December 31,
2023

December 31,
2022

132,018    $ 
1,291,673     
298,004     
381,441     
2,103,136     
(1,376,629)    
726,507     $

115,238 
1,162,568 
228,404 
100,241 
1,606,451 
(976,961)
629,490 

December 31,

2023

December 31,

2022

381,441    $ 
(133,149)    
248,292    $ 

100,241 
(57,032)
43,209 

December 31,

2023

December 31,

2022

315,686    $ 
84,328     

262,895 
57,033 

100,952 
103,716 
43,624 
248,292 

December 31,
2023

December 31,
2022

  $ 

  $ 

395,472    $ 
(266,332)    
129,140    $ 

326,145 
(256,412)
69,733 

 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
   
 
   
 
 
   
      
  
 
 
 
 
 
 
 
 
 
 
   
     
 
   
 
   
   
  
     
     
   
  
 
 
 
 
   
   
   
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 6 – SOFTWARE DEVELOPMENT COSTS

Software Development
Construction in Progress
Accumulated amortization
Software Development, net

December 31,
2023

December 31,
2022

  $ 

  $ 

721,309    $ 
148,371     
(216,842)    
652,838    $ 

341,784 
— 
(76,576)
265,208 

Amortization of software development costs in 2023 and 2022 was $140,267 and $16,576, respectively.

The following is a schedule of estimated future amortization expense of software at December 31, 2023:

  2024
  2025
  2026

    $

    $

269,893 
252,341 
130,604 
652,838 

Depreciation of software cost in 2023 and 2022 was $84,328 and $57,033. respectively.

NOTE 7 – DEBT

Notes Payable – Insurance Premium Financing Agreements

The Company’s notes payable relating to financing agreements classified as current liabilities consist of the following as of:

Notes Payable
Third Party - Insurance Note 1
Third Party - Insurance Note 2
Third Party - Insurance Note 3
Third Party - Insurance Note 4
Total

December 31, 2023

December 31, 2022

Principal

Interest

Principal

Interest

  $

  $

—     
39,968     
2,008     
—     
41,976     

— 
  $
8.00%   
— 
— 

  $

—     
17,753     
16,094     
40,728     
74,575     

—%
6.24%
— 
— 

The  Company  entered  into  an  agreement  on  December  23,  2022  with  its  insurance  provider  by  issuing  a  $26,484  note  payable  (Insurance  Note  1)  for  the  purchase  of  an
insurance policy, secured by that policy with an annual interest rate of 8.73% payable in 10 monthly installments of principal and interest totaling $2,755 through October 23,
2023. The balance of Insurance Note 1 as of December 31, 2023 and December 31, 2022 was zero and zero , respectively.

The Company entered into an agreement on April 15, 2022 with its insurance provider by issuing a note payable (Insurance Note 2) for the purchase of an insurance policy in
the  amount  of  $63,766,  secured  by  that  policy  with  an  annual  interest  rate  of  6.24%  and  payable  in  11  monthly  installments  of  principal  and  interest  totaling  $5,979. The
Company entered into an agreement on April 15, 2023 with its insurance provider by issuing a note payable (Insurance Note 2) for the purchase of an insurance policy in the
amount  of  $142,734,  secured  by  that  policy  with  an  annual  interest  rate  of  8.00%  and  payable  in  11  monthly  installments  of  principal  and  interest  totaling  $13,501.  At
December 31, 2023 and December 31, 2022, the balance of Insurance Note 2 was $39,968 and $17,753, respectively. 

The Company entered into an agreement on September 15, 2022 with its insurance provider by issuing a note payable (Insurance Note 3) for the purchase of an insurance
policy in the amount of $24,140. The policy was renewed on February 3, 2023 and is payable in 12 monthly installments of $2,012. At December 31, 2023 and December 31,
2022, the balance of Insurance Note 3 was $2,008 and $16,094, respectively.

The Company entered into an agreement on February 3, 2022 with its insurance provider by issuing a note payable for the purchase of an insurance policy in the amount of
$242,591  with  a  down  payment  paid  in  the  amount  of  $41,854  in  the  first  quarter  of  2022  and  ten  monthly  installments  of  $20,073.  The  Company  received  a  refund  on
September 30, 2022 as a result of the annual audit of the policy resulting in the refund being applied to the outstanding amount of $53,175. The policy renewed on February 3,
2023 and, in connection therewith, the Company issued a new note payable (Insurance Note 4) to the insurer in the amount of $293,520; with a down payment paid in the
amount  of  $125,690  and  payable  in  ten  monthly  installments  of  $23,976. At  December  31,  2023  and  December  31,  2022,  the  balance  of  Insurance  Note  4  was  zero  and
$40,728, respectively. 

Equipment Financing

The Company entered into an agreement on May 22, 2020 with an equipment financing company by issuing a $121,637 secured note, with an annual interest rate of 9.90% and
payable in monthly installments of principal and interest totaling $3,919 through June 1, 2023. At December 31, 2023 and December 31, 2022, the aggregate balance of these
notes was zero and $22,851 respectively.

F-20 

 
 
 
 
 
 
   
   
   
 
 
 
 
 
 
 
 
 
 
   
   
 
 
   
      
     
     
   
 
 
 
 
 
 
    
  
 
    
  
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
  
  
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 8 – REVENUES AND CONTRACT ACCOUNTING

The  Company  generates  revenue  from  four  sources:  (1)  Technology  Systems;  (2) AI  Technology  which  is  included  in  the  consolidated  statements  of  operations  line-item
Technology Systems; (3) Technical Support; and (4) Consulting Services which is included in the consolidated statements of operations line-item Services and Consulting.

Contract assets and contract liabilities on uncompleted contracts for revenues recognized over time are as follows:

Contract Assets

Contract assets on uncompleted contracts represent cumulative revenues recognized in excess of billings and/or cash received on uncompleted contracts accounted for under the
cost-to-cost input method which recognizes revenue based on the ratio of costs incurred to total estimated costs.

At December 31, 2023 and 2022, contract assets on uncompleted contracts consisted of the following:

Cumulative revenues recognized
Less: Billings or cash received
Contract Assets

Contract Liabilities

2023

2022

  $

  $

8,820,256    $
(8,178,309)    
641,947    $

5,934,205 
(5,508,483)
425,722 

Contract liabilities on uncompleted contracts represent billings and/or cash received that exceed cumulative revenues recognized on uncompleted contracts accounted for under
the cost-to-cost input method.

Contract liabilities on services and consulting revenues represent billings and/or cash received in excess of revenue recognized on service agreements that are not accounted for
under the cost-to-cost input method.

The Company expects to recognize all contract liabilities within 12 months from the date of the consolidated balance sheet.

F-21 

 
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

At December 31, 2023 and 2022, contract liabilities on uncompleted contracts consisted of the following:

Billings and/or cash receipts on uncompleted contracts
Less: Cumulative revenues
Contract liabilities, technology systems
Contract Liabilities, services and consulting
Total Contract Liabilities

  $

  $

  $

2023

2022

1,264,658    $
(199,976)    
1,064,682    $
601,561     
1,666,243    $

4,355,470 
(4,144,018)
211,452 
746,545 
957,997 

Contract  liabilities  at  December  31,  2022  were  $957,997;  of  which  $211,452  for  technology  systems  and  $721,810  in  services  and  consulting  have  been  recognized  as  of
December 31, 2023.

Disaggregation of Revenue

The Company is following the guidance of ASC 606-10-55-296 and 297 for disaggregation of revenue. Accordingly, revenue has been disaggregated according to the nature,
amount, timing and uncertainty of revenue and cash flows. We are providing qualitative and quantitative disclosures.

Qualitative:

1. We have four distinct revenue sources:

a. Technology Systems (Turnkey, engineered projects);
b. AI Technology (Associated maintenance and support services);
c. Technical Support (Licensing and professional services related to auditing of data center assets); and
d. Consulting Services (Predetermined algorithms to provide important operating information to the users of our systems).

2. We currently operate in North America including the USA, Mexico and Canada.
3. Our customers include rail transportation, commercial, government, banking and IT suppliers.
4. Our technology systems and equipment projects fall into two types:

a. Transfer of goods and services are over time.
b. Goods delivered at point in time.

5. Our services & maintenance contracts are fixed price and fall into two duration types:

a. Turnkey engineered projects and professional service contracts that are less than one year in duration and are typically one to two quarters in length; and
b. Maintenance and support contracts ranging from one to five years in length.

Quantitative:

Segments
Primary Geographical Markets
North America

Major Goods and Service Lines
Turnkey Projects
Maintenance & Support
Data Center Auditing Services
Software License
Algorithms

Timing of Revenue Recognition
Goods transferred over time
Services transferred over time

  $

  $

  $

  $

  $

For the Year Ended December 31, 2023

Rail

Commercial

Government

Artificial
Intelligence

Total

6,261,748 

  $

78,575 

  $

11,353  $

1,119,522 

$7,471,198

3,616,334 
2,645,414 
— 
— 
— 
6,261,748 

  $

  $

3,616,334 
2,645,414 
6,261,748 

  $

  $

1,694 
76,881 
— 
— 
— 
78,575 

  $

  $

1,694 
76,881 
78,575 

  $

  $

F-22 

—  $

11,353 
— 
— 
— 
11,353  $

—  $

11,353 
11,353  $

—   
— 
— 
— 
1,119,522 
1,119,522 

— 
1,119,522 
1,119,522 

$3,618,028
2,733,648
—
—
1,119,522

$7,471,198

$3,218,028
3,853,170

$7,471,198

 
 
 
 
 
   
 
 
 
 
 
 
 
   
   
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
      
      
    
    
 
 
 
   
      
      
    
    
 
   
      
      
    
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
      
      
    
    
 
   
      
      
    
    
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

For the Year Ended December 31, 2022

Rail

Commercial

Government

Artificial
Intelligence

Total

  $

13,710,777 

  $

115,443 

  $

237,414 

  $

948,732 

  $

15,012,366 

  $

  $

  $

  $

10,789,693 
2,921,084 
— 
— 
— 
13,710,777 

  $

  $

9,297 
106,146 
— 
— 
— 
115,443 

  $

  $

156,530 
80,884 
— 
— 
— 
237,414 

  $

  $

234,772 
— 
— 
— 
713,960 
948,732 

  $

  $

11,190,292 
3,108,114 
— 
— 
713,960 
15,012,366 

10,789,693 
2,921,084 
13,710,777 

  $

  $

9,297 
106,146 
115,443 

  $

  $

156,530 
80,884 
237,414 

  $

  $

234,772 
713,960 
948,732 

  $

  $

11,190,292 
3,822,074 
15,012,366 

Quantitative:

Segments
Primary Geographical Markets
North America

Major Goods and Service Lines
Turnkey Projects
Maintenance & Support
Data Center Auditing Services
Software License
Algorithms

Timing of Revenue Recognition
Goods transferred over time
Services transferred over time

Segment Information

The Company operates in one reportable segment.

NOTE 9 – DEFERRED COMPENSATION

As of December 31, 2023, and 2022, the Company has accrued zero and $297,620, respectively, of deferred compensation relating to individual agreements with the former
CEO and sales staff, which are included in the accompanying consolidated balance sheet in accrued expenses. (See Note 10)

NOTE 10 – COMMITMENTS AND CONTINGENCIES

Operating Lease Obligations

On July 26, 2021, the Company entered a new operating lease agreement for office and warehouse combination space of 40,000 square feet, with the lease commencing on
November 1, 2021, and ending April 30, 2032. This new space combines the Company’s two separate work locations into one facility, which allows for greater collaboration
and also accommodates a larger anticipated workforce and manufacturing facility. On November 24, 2021, the lease was amended to commence on December 1, 2021, and end
on May 31, 2032. The Company recognized a ROU asset and operating lease liability in the amount of $4,980,104 at lease commencement. Rent for the first eleven months of
the term was calculated based on 30,000 rentable square feet. The rent is subject to an annual escalation of 2.5%, beginning November 1, 2023. The Company made a security
deposit payment in the amount of $600,000 on July 26, 2021. Per the contract, in the 18th month the security deposit was reduced by $50,000. The right of use asset balance at
December 31, 2023, net of accumulated amortization, was $4,373,155.

F-23 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
    
    
      
   
  
 
   
      
      
      
      
  
   
      
      
      
      
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
      
      
      
      
  
   
      
      
      
      
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

As of December 31, 2023, the office and warehouse lease is the Company’s only lease with a term greater than twelve months. The office and warehouse lease has a remaining
term of approximately 8.5 years and includes an option to extend for two renewal terms of five years each. The renewal options are not reasonably certain to be exercised, and
therefore, they are not included when determining the lease term used to establish the right-of use asset and lease liability. The Company also has several short-term leases,
primarily related to equipment. The Company made an accounting policy election to not recognize short-term leases with terms of twelve months or less on the consolidated
balance sheet and instead recognize the lease payments in expense as incurred. The Company has also elected to account for real estate leases that contain both lease and non-
lease components (such as common area maintenance) as a single lease component. 

The following table shows supplemental information related to leases:

Lease cost:
Operating lease cost
Short-term lease cost

Other information:
Operating cash outflow used for operating leases
Weighted average discount rate
Weighted average remaining lease term

At December 31, 2023, future minimum lease payments due under the operating lease are as follows:

Year Ended December 31,

2023

2022

  $
  $ 

  $ 

781,638 
63,770 

  $
  $

696,869 

  $ 
9.0%   

8.5 years 

782,591 
33,751 

416,250 

9.0%

9.5 years 

Calendar year:

2024
2025
2026
2027
2028
   Thereafter
      Total undiscounted future minimum lease payments
Less: Impact of discounting
Total present value of operating lease obligation
      Current portion
Operating lease obligation, less current portion

Executive Severance Agreement

Amount

779,087 
798,556 
818,518 
838,984 
859,856 
3,183,571 
7,278,572 
(2,270,767)
5,007,805 
(779,087)
4,228,718 

  $

  $

Pursuant  to  a  separation  agreement  with  Gianni  Arcaini,  our  former  Chief  Executive  Officer  and  Chairman  of  the  Board  (the  “Separation  Agreement”),  Mr.  Arcaini’s
employment with the Company ended on September 1, 2020 (“Separation Date”). The Separation Agreement provided that he would receive separation payments over a 36-
month period equal to his base salary plus $75,000 as well as certain limited health and life insurance benefits. The Separation Agreement also contained confidentiality, non-
disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini. In accordance with the Separation Agreement, the Company paid to Mr. Arcaini the total
sum of $747,788. On March 1, 2021, the Company paid to Mr. Arcaini a lump-sum amount equal to the first six months of payments, or $124,631, owed to Mr. Arcaini and the
Company continued to pay him in semi-monthly installments for 30 months thereafter, as contemplated in Mr. Arcaini’s Separation Agreement. The remaining balance included
in accrued expenses in the accompanying unaudited consolidated balance sheet is zero as of December 31, 2023.

F-24 

 
 
 
 
 
  
 
  
 
 
 
 
 
 
 
 
   
  
   
  
 
   
  
   
  
   
  
   
  
   
   
   
 
 
 
 
 
 
 
   
  
   
   
   
   
   
   
   
   
   
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

NOTE 11 – INCOME TAXES

The Company maintains deferred tax assets and liabilities that reflect the net tax effects of temporary differences between the carrying amounts of assets and liabilities for
financial reporting purposes and the amounts used for income tax purposes. The deferred tax assets (liabilities) at December 31, 2023 and 2022 consist of net operating loss
carryforwards and differences in the book basis and tax basis of intangible assets.

The items accounting for the difference between income taxes at the effective statutory rate and the provision for income taxes for the years ended December 31, 2023 and 2022
were as follows:

Income tax benefit at U.S. statutory rate of 21%
State income taxes
Non-deductible expenses
Change in valuation allowance
Total provision for income tax

The Company’s approximate net deferred tax assets as of December 31, 2023 and 2022 were as follows:

Deferred Tax Asset (Liability):
Net operating loss carryforward
Intangible assets

Valuation allowance
Net deferred tax assets

Years Ended December 31,

2023

2022

(2,360,761)   $
(404,702)    
271,648     
2,493,815     
—    $

(1,441,624)
(247,135)
201,521 
1,487,238 
— 

December 31,

2023

2022

12,318,836    $
(84,823)    
12,234,013     
(12,234,013)    
—    $

9,772,854 
(32,656) 
9,740,198 
(9,740,198)
— 

  $

  $

  $

  $

The  gross  operating  loss  carryforward  was  approximately  $50,076,569  and  $39,727,050  at  December  31,  2023  and  2022,  respectively. The  Company  provided  a  valuation
allowance  equal  to  the  net  deferred  income  tax  assets  for  the  years  ended  December  31,  2023,  and  2022  because  it  was  not  known  whether  future  taxable  income  will  be
sufficient to utilize the loss carryforward and other deferred tax assets. The increase in the valuation allowance was $2,493,815 in 2023.

The potential tax benefit arising from the net operating loss carryforward of $4,357,876 from the period prior to January 1, 2018, will expire in 2037. The potential tax benefit
arising from the net operating loss carryforward of $7,876,137 generated after January 1, 2018 can be carried forward indefinitely within the annual usage limitations.

F-25 

 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
   
   
   
 
   
     
 
 
 
 
 
 
 
 
 
   
      
  
   
 
   
   
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Additionally, the future utilization of the net operating loss carryforward to offset future taxable income is subject to an annual limitation as a result of ownership or business
changes  that  may  occur  in  the  future.  The  Company  has  not  conducted  a  study  to  determine  the  limitations  on  the  utilization  of  these  net  operating  loss  carryforwards.  If
necessary, the deferred tax assets will be reduced by any carryforward that may not be utilized or expires prior to utilization as a result of such limitations, with a corresponding
reduction of the valuation allowance.

The Company does not have any uncertain tax positions or events leading to uncertainty in a tax position. The Company’s 2022, 2021 and 2020 Corporate Income Tax Returns
are subject to Internal Revenue Service examination.

NOTE 12 – STOCKHOLDERS’ EQUITY

2016 Equity Plan

We maintained the 2016 Equity Incentive Plan (the “2016 Plan”) for employees, officers, directors and other entities and individuals whose efforts contribute to our success.
The 2016 Plan terminated pursuant to its terms on December 31, 2020, although all outstanding awards on such date continue in full force and effect.

2021 Equity Plan

On May 12, 2021, the Board adopted, with shareholder approval as of July 15, 2021, the 2021 Equity Incentive Plan (the “2021 Plan”) providing for the issuance of up to
1,000,000 shares of our Common Stock. The purpose of the 2021 Plan is to assist the Company in attracting and retaining key employees, directors and consultants and to
provide incentives to such individuals to align their interests with those of our shareholders.

General Description of the 2021 Plan

The  following  is  a  summary  of  the  material  provisions  of  the  2021  Plan  and  is  qualified  in  its  entirety  by  reference  to  the  complete  text  of  the  2021  Plan,  which  you  are
encouraged to read in full.

Administration

The 2021 Plan is administered by the Compensation Committee of the Board, which consists of three members of the Board, each of whom is a “non-employee director” within
the meaning of Rule 16b-3 promulgated under the Exchange Act and an “outside director” within the meaning of Code Section 162(m). Among other things, the Compensation
Committee has complete discretion, subject to the express limits of the 2021 Plan, to determine the directors, employees and nonemployee consultants to be granted an award,
the type of award to be granted, the terms and conditions of the award, the form of payment to be made and/or the number of shares of Common Stock subject to each award,
the exercise price of each option and base price of each stock appreciation right (“SAR”), the term of each award, the vesting schedule for an award, whether to accelerate
vesting,  the  value  of  the  Common  Stock  underlying  the  award,  and  the  required  withholding,  if  any.  The  Compensation  Committee  may  amend,  modify  or  terminate  any
outstanding award, provided that the participant’s consent to such action is required if the action would impair the participant’s rights or entitlements with respect to that award.
The  Compensation  Committee  is  also  authorized  to  construe  the  award  agreements  and  may  prescribe  rules  relating  to  the  2021  Plan.  Notwithstanding  the  foregoing,  the
Compensation Committee does not have any authority to grant or modify an award under the 2021 Plan with terms or conditions that would cause the grant, vesting or exercise
thereof to be considered nonqualified “deferred compensation” subject to Code Section 409A.

Grant of Awards; Shares Available for Awards

The 2021 Plan provides for the grant of stock options, SARs, performance share awards, performance unit awards, distribution equivalent right awards, restricted stock awards,
restricted stock unit awards and unrestricted stock awards to non-employee directors, officers, employees and nonemployee consultants of the Company or its affiliates. We
have reserved a total of 1,000,000 shares of Common Stock for issuance as or under awards to be made under the 2021 Plan. If any award expires, is cancelled, or terminates
unexercised or is forfeited, the number of shares subject thereto is again available for grant under the 2021 Plan.

F-26 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Stock Options

The 2021 Plan provides for either “incentive stock options” (“ISOs”), which are intended to meet the requirements for special federal income tax treatment under the Code, or
“nonqualified stock options” (“NQSOs”). On May 12, 2021, the 2021 Plan was approved by the board of directors and by the shareholders on July 15, 2021. Stock options may
be granted on such terms and conditions as the Compensation Committee may determine; provided, however, that the per share exercise price under a stock option may not be
less than the fair market value of a share of the Company’s Common Stock on the date of grant and the term of the stock option may not exceed 10 years (110% of such value
and five years in the case of an ISO granted to an employee who owns (or is deemed to own) more than 10% of the total combined voting power of all classes of capital stock
of the Company or a parent or subsidiary of the Company). ISOs may only be granted to employees. In addition, the aggregate fair market value of our Common Stock covered
by one or more ISOs (determined at the time of grant) which are exercisable for the first time by an employee during any calendar year may not exceed $100,000. Any excess is
treated as a NQSO.

Stock Appreciation Rights

An SAR entitles the participant, upon exercise, to receive an amount, in cash or stock or a combination thereof, equal to the increase in the fair market value of the underlying
Common Stock between the date of grant and the date of exercise. SARs may be granted in tandem with, or independently of, stock options granted under the 2021 Plan. An
SAR granted in tandem with a stock option (i) is exercisable only at such times, and to the extent, that the related stock option is exercisable in accordance with the procedure
for exercise of the related stock option; (ii) terminates upon termination or exercise of the related stock option (likewise, the Common Stock option granted in tandem with a
SAR terminates upon exercise of the SAR); (iii) is transferable only with the related stock option; and (iv) if the related stock option is an ISO, may be exercised only when the
value of the stock subject to the stock option exceeds the exercise price of the stock option. An SAR that is not granted in tandem with a stock option is exercisable at such
times as the Compensation Committee may specify.

Performance Share and Performance Unit Awards

Performance share and performance unit awards entitle the participant to receive cash or shares of our Common Stock upon the attainment of specified performance goals. In
the case of performance units, the right to acquire the units is denominated in cash values.

Restricted Stock Awards and Restricted Stock Unit Awards

A restricted stock award is a grant or sale of Common Stock to the participant, subject to our right to repurchase all or part of the shares at their purchase price (or to require
forfeiture of such shares if issued to the participant at no cost) in the event that conditions specified by the Compensation Committee in the award are not satisfied prior to the
end of the time period during which the shares subject to the award may be repurchased by or forfeited to us. Our restricted stock unit entitles the participant to receive a cash
payment equal to the fair market value of a share of Common Stock for each restricted stock unit subject to such restricted stock unit award, if the participant satisfies the
applicable vesting requirement.

Unrestricted Stock Awards

An unrestricted stock award is a grant or sale of shares of our Common Stock to the participant that is not subject to transfer, forfeiture or other restrictions, in consideration for
past services rendered to the Company or an affiliate or for other valid consideration.

Amendment and Termination

The Compensation Committee may adopt, amend and rescind rules relating to the administration of the 2021 Plan, and amend, suspend or terminate the 2021 Plan, but no such
amendment, rescission, suspension or termination will be made that materially and adversely impairs the rights of any participant with respect to any award received thereby
under the 2021 Plan without the participant’s consent, other than amendments that are necessary to permit the granting of awards in compliance with applicable laws.

F-27 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Series B Convertible Preferred Stock

The following summary of certain terms and provisions of our Series B Convertible Preferred Stock (the “Series B Convertible Preferred Stock”) is subject to, and qualified in
its entirety by reference to, the terms and provisions set forth in our certificate of designation of preferences, rights and limitations of Series B Convertible Preferred Stock (the
“Series B Convertible Preferred Certificate of Designation”) as previously filed. Subject to the limitations prescribed by our articles of incorporation, our board of directors is
authorized to establish the number of shares constituting each series of preferred stock and to fix the designations, powers, preferences, and rights of the shares of each of those
series and the qualifications, limitations and restrictions of each of those series, all without any further vote or action by our stockholders. Our board of directors designated
15,000  of  the  10,000,000  authorized  shares  of  preferred  stock  as  Series  B  Convertible  Preferred  Stock  with  a  stated  value  of  $1,000  per  share.  The  shares  of  Series  B
Convertible Preferred Stock were validly issued, fully paid and non-assessable.

Each share of Series B Convertible Preferred Stock was convertible at any time at the holder’s option into a number of shares of common stock equal to $1,000 divided by the
conversion price of $7.00 per share. Notwithstanding the foregoing, we could not effect any conversion of Series B Convertible Preferred Stock, with certain exceptions, to the
extent that, after giving effect to an attempted conversion, the holder of shares of Series B Convertible Preferred Stock (together with such holder’s affiliates, and any persons
acting as a group together with such holder or any of such holder’s affiliates) would beneficially own a number of shares of our common stock in excess of 4.99% (or, at the
election of the purchaser, 9.99%) of the shares of our common stock then outstanding after giving effect to such conversion. The Series B Convertible Preferred Certificate of
Designation does not prohibit the Company from waiving this limitation. Upon any liquidation, dissolution or winding-up of Company, whether voluntary or involuntary (a
“Liquidation”),  the  holders  shall  be  entitled  to  participate  on  an  as-converted-to-common  stock  basis  (without  giving  effect  to  the  Beneficial  Ownership  Limitation)  with
holders of the common stock in any distribution of assets of the Company to the holders of the common stock. As of December 31, 2023 and December 31, 2022, respectively,
there are zero and zero shares of Series B Convertible Preferred Stock issued and outstanding.

Series C Convertible Preferred Stock

The Company’s Board of Directors designated 5,000 shares as the Series C Convertible Preferred Stock (the “Series C Convertible Preferred Stock”). Each share of the Series
C Convertible Preferred Stock has a stated value of $1,000. The holders of the Series C Convertible Preferred Stock, the holders of the common stock and the holders of any
other class or series of shares entitled to vote with the common stock shall vote together as one class on all matters submitted to a vote of shareholders of the Company. Each
share of Series C Convertible Preferred Stock had 172 votes (subject to adjustment); provided that in no event may a holder of Series C Convertible Preferred Stock be entitled
to vote a number of shares in excess of such holder’s Beneficial Ownership Limitation (as defined in the Certificate of Designation and as described below). Each share of
Series C Convertible Preferred Stock was convertible, at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the
Beneficial Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion price, which is $5.50 (subject to adjustment). The Company
shall not effect any conversion of the Series C Convertible Preferred Stock, and a holder shall not have the right to convert any portion of the Series C Convertible Preferred
Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such holder’s Attribution Parties (as defined in the Certificate of
Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving
effect to the issuance of shares of common stock issuable upon such conversion (the “Beneficial Ownership Limitation”). All holders of the Series C Preferred Stock elected the
19.99% Beneficial Ownership Limitation.

On  February  26,  2021,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  certain  existing  investors  in  the  Company  (the
“Purchasers”).  Pursuant  to  the  Purchase Agreement,  the  Purchasers  purchased  4,500  shares  of  a  newly  authorized  Series  C  Convertible  Preferred  Stock,  and  the  Company
received proceeds of $4,500,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the parties.
In January 2022, the 2,500 outstanding shares of Series C Convertible Preferred Stock were converted into 454,546 shares of common stock. As of December 31, 2023 and
December 31, 2022, respectively, there were zero and zero shares of Series C Convertible Preferred Stock issued and outstanding.

In  connection  with  the  Purchase  Agreement,  the  Company  also  entered  into  a  Registration  Rights  Agreement  with  the  Purchasers.  Pursuant  to  the  Registration  Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series C
Convertible Preferred Stock were convertible. The Registration Rights Agreement contains customary representations, warranties, agreements and indemnification rights and
obligations of the parties. 

F-28 

 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Series D Convertible Preferred Stock

On September 28, 2022, the Company amended its articles of incorporation to designate 4,000 shares as the Series D Convertible Preferred Stock (the “Series D Convertible
Preferred Stock”). Each share of the Series D Convertible Preferred Stock has a stated value of $1,000. The holders of the Series D Convertible Preferred Stock, the holders of
the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall vote together as one class on all matters submitted to a vote
of shareholders of the Company. Each share of Series D Convertible Preferred Stock has 333 votes (subject to standard anti-dilution adjustment); provided that in no event may
a holder of Series D Convertible Preferred Stock be entitled to vote a number of shares in excess of such holder’s Beneficial Ownership Limitation (as defined in the Certificate
of Designation and as described below). Each share of Series D Convertible Preferred Stock is convertible, at any time and from time to time, at the option of the holder, into
that number of shares of common stock (subject to the Beneficial Ownership Limitation) determined by dividing the stated value of such share ($1,000) by the conversion
price, which is $3.00 (subject to adjustment). The Company shall not effect any conversion of the Series D Convertible Preferred Stock, and a holder shall not have the right to
convert any portion of the Series D Convertible Preferred Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such
holder’s Attribution Parties (as defined in the Certificate of Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of
shares  of  common  stock  outstanding  immediately  after  giving  effect  to  the  issuance  of  shares  of  common  stock  issuable  upon  such  conversion  (the  “Beneficial  Ownership
Limitation”). All  holders  of  the  Series  D  Preferred  Stock  elected  the  19.99%  Beneficial  Ownership  Limitation.  The  Company  shall  reserve  and  keep  available  out  of  its
authorized and unissued Common Stock, solely for the issuance upon the conversion of the Series D Convertible Preferred Stock, such a number of shares of Common Stock as
shall from time to time be issuable upon the conversion of all of the shares of the Series D Convertible Preferred Stock then outstanding. Additionally, the Series D Convertible
Preferred Stock does not have the right to dividends and in the event of an involuntary liquidation, the Series D shares shall be treated as a pro rata equivalent of common stock
outstanding at the date of the liquidation event and have no liquidation preference.

On  September  30,  2022,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  certain  existing  investors  in  the  Company  (the
“Purchasers”).  Pursuant  to  the  Purchase Agreement,  the  Purchasers  purchased  999  shares  of  the  newly  authorized  Series  D  Convertible  Preferred  Stock,  and  the  Company
received proceeds of $999,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the parties.

On  October  29,  2022,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  a  certain  existing  investor  in  the  Company  (the
“Purchaser”).  Pursuant  to  the  Purchase Agreement,  the  Purchaser  purchased  300  shares  of  the  newly  authorized  Series  D  Convertible  Preferred  Stock,  and  the  Company
received proceeds of $300,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of the parties.

In  connection  with  such  Purchase  Agreements,  the  Company  also  entered  into  a  Registration  Rights  Agreement  with  the  Purchasers.  Pursuant  to  the  Registration  Rights
Agreement, the Company filed with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series D
Convertible  Preferred  Stock  are  convertible. The  Registration  Rights Agreement  contains  customary  representations,  warranties,  agreements  and  indemnification  rights  and
obligations of the parties.

On May 16, 2023 the Series D Convertible Preferred Stock was approved for conversion to common shares during the Company’s annual shareholder meeting.

As of December 31, 2023 and December 31, 2022, respectively, there were 1,299 and 1,299 shares of Series D Convertible Preferred Stock issued and outstanding.

Series E Convertible Preferred Stock

The Company’s Board of Directors has designated 30,000 shares as the Series E Convertible Preferred Stock (the “Series E Convertible Preferred Stock”). Each share of the
Series E Convertible Preferred Stock has a stated value of $1,000. The holders of the Series E Convertible Preferred Stock, the holders of the common stock and the holders of
any other class or series of shares entitled to vote with the common stock shall vote as one class on all matters submitted to a vote of shareholders of the Company. Each share
of Series E Preferred Stock has 333 votes (subject to adjustment); provided that in no event may a holder of Series E Preferred Stock be entitled to vote a number of shares in
excess of such holder’s Beneficial Ownership Limitation. Each share of Series E Convertible Preferred Stock is convertible, subject to shareholder approval (which has not yet
been granted); at any time and from time to time, at the option of the holder, into that number of shares of common stock (subject to the Beneficial Ownership Limitation)
determined by dividing the stated value of such share ($1,000) by the conversion price, which is $3.00 (subject to adjustment). The Company shall not effect any conversion of
the Series E Convertible Preferred Stock, and the holder shall not have the right to convert any portion of the Series E Convertible Preferred Stock, to the extent that after
giving  effect  to  the  conversion  sought  by  the  holder  such  holder  (together  with  such  holder’s  Attribution  Parties  (as  defined  in  the  Certificate  of  Designation))  would
beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving effect to the issuance
of shares of common stock issuable upon such conversion (the “Beneficial Ownership Limitation”). All holders of the Series E Convertible Preferred Stock elected the 19.99%
Beneficial Ownership Limitation.

F-29 

 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

The  Company  on  March  27,  2023  entered  into  a  Securities  Purchase Agreement  (the  “Purchase Agreement”)  with  an  existing  investor  in  the  Company  (the  “Purchaser”).
Pursuant to the Purchase Agreement, the Purchaser purchased 4,000 shares of a newly authorized Series E Convertible Preferred Stock at a price of $1,000 per share, and the
Company received proceeds of $4,000,000. The Purchase Agreement contains customary representations, warranties, agreements and indemnification rights and obligations of
the parties.

The existing investor’s Purchase Agreement also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as
defined in the Purchase Agreement) on or prior to December 31, 2023 that entitles any person to acquire shares of common stock at an effective price per share less than the
then conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.

On November 9, 2023, the Company entered into a Securities Purchase Agreement (the “Purchase Agreement”) with an existing investor in the Company (the “Purchaser”).
Pursuant to the Purchase Agreement, the Purchaser purchased 2,500 shares of authorized Series E Convertible Preferred Stock, at a price of $1,000 per share, and the Company
received proceeds of $2,500,000. In connection with the November 2023 Series E Convertible Preferred Stock offering, the Company entered into an Exchange Agreement with
the  investor  and  issued  an  additional  5,000  shares  of  Series  E  Convertible  Preferred  Stock  at  $1,000  per  share  with  the  $3.00  per  common  share  common  stock  equivalent
conversion price in exchange for 5,000 outstanding and issued shares of Series F Convertible Preferred Stock, which were convertible to common stock at $6.20 per common
share. All shares of Series F Convertible Preferred Stock were held by a single shareholder.

The November Purchase Agreement also provides that the Company will not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in
the November Purchase Agreement) on or prior to June 30, 2024 that entitles any person to acquire shares of common stock at an effective price per share less than the then
conversion price of the Series E Preferred Stock without the consent of the Purchasers. The conversion price of the Series E Preferred Stock currently is $3.00 per share (subject
to adjustment).

The Purchasers under the November Purchase Agreement also were the holders of the Company's Series F Preferred Stock issued on August 1, 2023. The purchase agreement
relating to the shares of Series F Preferred Stock required the consent of the holders in the event the Company were to issue common stock or rights to acquire common stock
prior  to  December  31,  2023  at  an  effective  price  per  share  less  than  the  then  conversion  price  of  the  Series  F  Preferred  Stock,  which  was  $6.20  per  share. As  a  result,  on
November 10, 2023 the Company and the holders of the Series F Preferred Stock entered into Exchange Agreements pursuant to which the holders of Series F Preferred Stock
exchanged their 5,000 shares of Series F Preferred Stock for an equal number of shares of Series E Preferred Stock. As a result of the November Purchase Agreement and the
Exchange Agreements, the Company issued a total of 7,500 shares of Series E Preferred Stock and the 5,000 shares of Series F Preferred Stock were cancelled.

The existing investor’s Purchase Agreement also provides that the Company would not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as
defined in the Purchase Agreement) on or prior to December 31, 2023 that entitled any person to acquire shares of common stock at an effective price per share less than the
then conversion price of the Series E Convertible Preferred Stock without the consent of the Purchaser.

As of December 31, 2023 and December 31, 2022, respectively, there were 11,500 and 0 shares of Series E Convertible Preferred Stock issued and outstanding.

Series F Convertible Preferred Stock

On  August  2,  2023,  the  Company  entered  into  a  Securities  Purchase  Agreement  (the  “Purchase  Agreement”)  with  an  existing,  accredited  investor  in  the  Company  (the
“Purchaser”). Pursuant to the Purchase Agreement, the Purchaser purchased 5,000 shares of a newly authorized Series F Convertible Preferred Stock (the “Series F Convertible
Preferred  Stock”),  and  the  Company  received  proceeds  of  $5,000,000.  The  Purchase  Agreement  contains  customary  representations,  warranties,  agreements  and
indemnification rights and obligations of the parties.

The Company's Board of Directors designated 5,000 shares as the Series F Preferred Stock. Each share of Series F Preferred Stock is convertible, at any time and from time to
time, at the option of the holder, into that number of shares of common stock (subject to the beneficial ownership limitation described below) determined by dividing the stated
value of such share ($1,000) by the conversion price, which is $6.20 (subject to adjustment) which equates to 161 common shares for each converted Series F preferred share.
The Company, however, shall not effect any conversion of the Series F Preferred Stock, and the holder shall not have the right to convert any portion of the Series F Preferred
Stock, to the extent that after giving effect to the conversion sought by the holder such holder (together with such holder’s Attribution Parties (as defined in the Certificate of
Designation)) would beneficially own more than 4.99% (or upon election by a holder, 19.99%) of the number of shares of common stock outstanding immediately after giving
effect to the issuance of shares of common stock issuable upon such conversion. The purchasers of the Series F Preferred Stock elected that their ownership limitation would be
19.99%.

The holders of the Series F Preferred Stock, the holders of the common stock and the holders of any other class or series of shares entitled to vote with the common stock shall
vote together as one class on all matters submitted to a vote of shareholders of the Company. Each share of Series F Preferred Stock had 161 votes (subject to adjustment);
provided that in no event may a holder of Series F Preferred Stock be entitled to vote a number of shares in excess of such holder’s ownership limitation.

The Company also agreed that it would not, with certain exceptions, sell or issue common stock or Common Stock Equivalents (as defined in the Purchase Agreement relating
to the Series F Preferred Stock) on or prior to December 31, 2023 that entitled any person to acquire shares of common stock at an effective price per share less than the then
conversion price of the Series F Preferred Stock without the consent of the holders. As a result of that agreement, upon the issuance of 2,500 shares of Series E Preferred Stock
(which have a conversion price of $3.00 per share) on November 10, 2023, the holders exchanged their 5,000 shares of Series F Preferred Stock for 5,000 shares of Series E
Preferred Stock. All of the shares of Series F Preferred Stock thereupon were cancelled with 0 shares now outstanding.

As of December 31, 2023 and December 31, 2022, respectively, there were 0 and 0 shares of Series F Convertible Preferred Stock issued and outstanding.

F-30 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Common stock issued

2023 Transactions

On March 31, 2023, the Company issued 12,463 shares of common stock for payment of board fees to three directors for a value of $32,500 for services to the board which was
expensed during the three months ended March 31, 2023. The value of the shares is based on the March 31, 2023 grant date quoted trading price of $2.61.

On June 30, 2023, the Company issued 5,645 shares of common stock for payment of board fees to three directors for a value of $32,500 for services to the board which was
expensed during the three months ended June 30, 2023. The value of the shares is based on the June 30, 2023 grant date quoted trading price of $5.76.

On June 30, 2023, the Company issued 65,561 shares of common stock to employees participating in the Company’s Employee Stock Purchase Plan at the end of a six-month
offering  period. The  employee  contributions  totaled  $117,048  for  the  six  months  ended  June  30,  2023  and  represented  a  purchase  price  of  $1.79  per  share  and  stock-based
compensation of $66,217 was recognized. The purchase price for one share of Common Stock under the ESPP is equal to 85% of the fair market value of one share of Common
Stock on the first trading day of the offering period or the purchase date, whichever is lower. 

The Company issued 7,910 shares of common stock for payment of board fees to four directors for a value of $40,565 for services to the board which was expensed during the
three months ended September 30, 2023. The value of the shares is based on the September 29, 2023 grant date quoted trading price of $5.13.

For the three months ended September 30, 2023, the Company had an accrued liability of $72,801 of employee contributions for the ESPP which may convert to shares of
common stock upon the close of the offering period open from July 1, 2023 to December 31, 2023.

The Company issued 12,231 shares of common stock for payment of board fees to four directors for a value of $37,500 for services to the board which was expensed during the
three months ended December 31, 2023. The value of the shares is based on the December 29, 2023 grant date quoted trading price of $3.06.

On December 29, 2023, the Company issued 45,977 shares of common stock to employees participating in the Company’s Employee Stock Purchase Plan at the end of a six-
month offering period. The employee contributions totaled $113,352 for the six months ended December 29, 2023 and represented a purchase price of $2.47 per share and
stock-based compensation of $70,434 was recognized. The purchase price for one share of Common Stock under the ESPP is equal to 85% of the fair market value of one share
of Common Stock on the first trading day of the offering period or the purchase date, whichever is lower.

2022 Transactions

On January 11, 2022, shareholders converted 710 and 1,790 for a total of 2,500 shares of Series C Convertible Preferred Stock collectively with a stated value of $2.5 million
owned  by  two  entities  related  to  each  other  with  a  conversion  price  of  $5.50  per  common  share  resulting  in  the  issuance  of  129,091  and  325,455  shares  of  the  Company’s
common stock.

On February 3, 2022, the Company closed an offering of 1,325,000 shares of common stock in the amount of $5,300,000 or $4 per share before certain underwriting fees and
offering expenses with net proceeds of $4,779,000.

On  February  21,  2022,  the  Company  closed  on  an  “over-allotment”  offering  of  198,750  shares  of  common  stock  in  the  amount  of  $795,000  or  $4  per  share  before  certain
underwriting  fees  and  offering  expenses  with  net  proceeds  of  $739,350.  Both  this  and  the  previous  issuance  were  “takedowns”  from  a  previously  filed  “shelf”  registration
statement for the offer of up to $50,000,000 in the aggregate of common stock, Preferred Stock, Debt Securities, Warrants, Rights or Units from time to time in one or more
offerings.

On March 31, 2022, the Company issued 7,198 shares of common stock for payment of board fees to four directors in the amount of $40,000 at $5.56 per share for services to
the board which was expensed during the three months ended March 31, 2022.

On June 30, 2022, the Company issued 10,668 shares of common stock for payment of board fees to four directors in the amount of $40,000 at $3.75 per share for services to
the board which was expensed during the three months ended June 30, 2022.

On August 25, 2022, 121,572 common shares were issued upon conversion of 851 shares of Series B Preferred Stock.

On September 30, 2022, the Company issued 9,758 shares of common stock for payment of board fees to four directors in the amount of $40,000, or $4.09 per share based on
the daily trading price, for services to the board which was expensed during the three months ended September 30, 2022.

On September 30, 2022, we sold to certain existing investors in the Company in a private placement 818,335 shares of common stock at a price of $3.00 a share and 999 shares
of  Series  D  Preferred  Stock  at  a  price  of  $1,000  a  share,  resulting  in  the  gross  amount  raised  of  $3,454,003  and  we  accrued  estimated  offering  costs  of  $260,816  as  of
September 30, 2022. Subsequently, we adjusted the estimated offering costs to the actual amount of $257,240.

On October 29, 2022, we sold to an existing investor in the Company and two accredited investors in a private placement 83,667 shares of common stock at a price of $3.00 a
share  and  300  shares  of  Series  D  Preferred  Stock  at  a  price  of  $1,000  a  share,  resulting  in  the  gross  amount  raised  of  $551,001,  including  gross  proceeds  of  $251,001  for
common stock and $300,000 for Series D Preferred Stock, and recorded offering costs of $105,460.

On  December  30,  2022,  the  Company  issued  16,335  shares  of  common  stock  for  payment  of  board  fees  to  four  directors  in  the  amount  of  $37,500  at  $2.30  per  share  for
services to the board which was expensed during the three months ended December 31, 2022.

F-31 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Employee Stock Purchase Plan

In the fourth quarter of 2022, the board of directors adopted an Employee Stock Purchase Plan (“ESPP”) which, was effective as of January 1, 2023 with a term of 10 years.
The ESPP allows eligible employees to purchase shares of the Company's common stock at a discounted price, through payroll deductions from a minimum of 1% and up to
25% of their eligible compensation up to a maximum of $25,000 or the IRS allowable limit per calendar year. The Company’s Chief Financial Officer administers the ESPP in
conjunction with approvals from the Company’s Compensation Committee, including with respect to the frequency and duration of offering periods, the maximum number of
shares that an eligible employee may purchase during an offering period, and, subject to certain limitations set forth in the ESPP, the per-share purchase price. Currently, the
maximum number of shares that can be purchased by an eligible employee under the ESPP is 10,000 shares per offering period and there are two six-month offering periods
that begin in the first and third quarters of each fiscal year. The purchase price for one share of Common Stock under the ESPP is currently equal to 85% of the fair market
value of one share of Common Stock on the first trading day of the offering period or the purchase date, whichever is lower (look-back feature). Although not required by the
ESPP, all payroll deductions received or held by the Company under the ESPP are segregated and deemed as “restricted cash” until the completion of the offering period and
redemption of the applicable shares and those withheld amounts are recorded as liabilities. The maximum aggregate number of shares of the Common Stock that may be issued
under the ESPP is 1,000,000 shares.

Under ASC 718-50 “Employee Share Purchase Plans” the plan is considered a compensatory plan and the compensation for each six-month offering period is computed based
upon the grant date fair value of the estimated shares to be purchased based on the estimated payroll deduction withholdings. The grant date fair value was computed as the sum
of  (a)  15%  purchase  discount  off  of  the  grant  date  quoted  trading  price  of  the  Company’s  common  stock  and  (b)  the  fair  value  of  the  look-back  feature  of  the  Company’s
common stock on the grant date which consists of a call option on 85% of a share of common stock and a put option on 15% of a share of common stock.

In the year ended December 31, 2023, the Company issued 111,538 shares of common stock related to two transactions. For the six months ended June 30, 2023, the employee
contributions for the first ESPP tranche totaled $117,048 and represented a purchase price of $1.79 per share for 65,561 shares. For the six-month period beginning July 1, 2023
and ending December 31, 2023 the employee contributions for the second ESPP tranche totaled $113,352 and represented a purchase price of $2.47 per share for 45,977 shares.

Stock-Based Compensation

Stock-based  compensation  expense  recognized  under ASC  718-10  for  the  years  ended  December  31,  2023  and  2022,  was  $573,441  and  $819,191,  respectively,  for  stock
options granted to employees and directors. This expense is included in selling general and administrative expenses in the consolidated statements of operations. Stock-based
compensation  expense  recognized  during  the  periods  is  based  on  the  grant  date  fair  value  of  the  portion  of  share-based  payment  awards  that  is  ultimately  expected  to  vest
during  the  period. At  December  31,  2023,  the  total  compensation  cost  for  stock  options  that  was  not  yet  recognized  was  $580,572.  This  cost  will  be  recognized  over  the
remaining vesting term of the options ranging from 12 months to 2.0 years.

Treasury Stock

In August 2016, the Company’s Board of Directors approved a new class of Preferred Stock, “Series A”. For shareholders who invested in previous private placements, the
Company was offering on a case-by-case basis, the ability to convert the existing amount invested into an equivalent amount in the Series A on the condition that they invest an
equivalent additional amount in the Series A. In December of 2017, the Company redeemed all of the Series A and continues to hold 235 shares purchased for $148,000 as a
part  of  the  original  transaction.  In  December  2018,  the  Company  entered  into  an  agreement  with  two  shareholders  to  purchase  shares  from  them  at  fair  market  value. The
Company purchased 84 shares at $7.00 per shares and 140 shares at $6.30 per share. In 2019, the Company entered into an agreement with two shareholders to purchase shares
from them at fair market value. The Company purchased 115 shares at $10.08 per share and 753 shares at $9.09 per share. Accordingly, as of December 31, 2023, and 2022, the
Company held 1,324 shares of Common at an aggregate value of $157,452.

NOTE 13 – COMMON STOCK OPTIONS AND WARRANTS

Options

2023

During the second quarter of 2023, the Company’s Board of Directors granted 293,117 new stock options and in the fourth quarter granted a further 170,000 new stock options
both with a strike price of $4.22 per share to 19 key employees and one contract employee. These options were awarded as a one-time award as a retention incentive and have a
fair value of approximately $556,000 for the April 1, 2023 awards and approximately $172,000 for the December 1, 2023 award and carry a three-year vesting period. The
issuance of these options generated stock option compensation expense in the year in the amount of $269,611 and a balance of unamortized stock option compensation expense
of $458,389, that is being expensed over the following 2.0 years.

During the first quarter of 2023, two former staff members forfeited 1,608 non-qualified stock options as the options expired.

2022

During the first quarter of 2022, the Company’s Board of Directors granted 665,000 new stock options and in the third quarter granted a further 20,000 new stock options both
with a strike price of $6.41 per share to 16 key employees. These options were awarded as a one-time award as a retention incentive and have a fair value of $1,596,804 for the
January  1,  2022  awards  and  $33,096  for  the  July  1,  2022  award  and  carry  a  three-year  vesting  period. The  issuance  of  these  options  generated  stock  option  compensation
expense in the year in the amount of $819,191 and a balance of unamortized stock option compensation expense of $458,389, that is being expensed over the following 2.0
years.

During the second quarter of 2022, three former staff members forfeited 110,000 non-qualified stock options. Additionally, during the third quarter of 2022, two employees
forfeited 80,000 non-qualified stock options.

F-32 

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

During the third quarter of 2021, the shareholders approved the issuance of up to one million shares or share equivalents in the form of stock options for the purposes of share
issuance  for  compensation  to  Board  Members  and  grants  to  certain  staff  members  for  recruiting  and  retention.  On August  5,  2021,  the  Company  filed  an  S-8  registration
statement in concert with the 2021 Equity Incentive Plan. The plan covers a period of ten years.

Outstanding at December 31, 2021
Granted
Forfeited
Outstanding at December 31, 2022
Exercisable at December 31, 2022

Outstanding at December 31, 2022
Granted
Exercised/Forfeited
Outstanding at December 31, 2023
Exercisable at December 31, 2023

Weighted

Average

Exercise

Price

Weighted

Average

Remaining

Contractual

Term (Years)

Aggregate

Intrinsic

Value

4.98     
6.41     
6.41     
5.74     
5.02     

5.74     
4.22     
14.00     
5.23     
5.38     

3.4     $
4.0     
—     
3.3     
3.3     

3.3     
4.35     
—     
3.0    $
1.8     

197,506 
— 
— 
— 
— 

— 
— 
— 
— 
— 

Shares

431,266    $
685,000    $
(190,000)   $
926,266    $
404,599    $

926,266    $
463,117    $
(1,608)   $
1,387,775    $
581,324    $

The fair value of the incentive stock option grants for the years ended December 31, 2023 and 2022 were estimated using the following weighted- average assumptions:

Risk free interest rate
Expected term in years
Dividend yield
Volatility of common stock
Weighted average grant date fair value per option

Warrants

2023

For the Years Ended
December 31,

2023
3.73%
3.50
—
54% –118%
$1.57

2022
0.97% – 3.15%
3.25 – 3.50
—
72% – 80%
$2.33 

During the first and fourth quarters of 2023, warrants held by 48 holders representing 102,947 shares expired. All of the expired warrants can no longer be exercised.

2022

During the fourth quarter of 2022, warrants held by 63 holders representing 1,228,875 shares expired. All of the expired warrants can no longer be exercised.

F-33 

 
 
 
 
   
   
 
   
 
   
 
 
 
   
   
 
   
   
 
 
 
   
   
   
   
 
 
 
   
   
   
   
 
 
   
   
   
   
 
 
 
   
   
   
 
   
   
   
   
   
 
     
       
       
     
 
 
   
   
   
   
   
 
 
 
   
 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
   
 
 
 
 
   
 
 
 
 
   
 
 
 
 
   
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

Outstanding at December 31, 2021
Warrants expired, forfeited, cancelled or exercised
Warrants issued
Outstanding at December 31, 2022
Exercisable at December 31, 2022

Outstanding at December 31, 2022
Warrants expired, forfeited, cancelled or exercised
Warrants issued
Outstanding at December 31, 2023
Exercisable at December 31, 2023

NOTE 14 – DEFINED CONTRIBUTION PLAN

Weighted

Average

Exercise

Price

Weighted

Average

Remaining

Contractual

Term (Years)

Aggregate

Intrinsic

Value

8.18     
—     
—     
8.63     
8.63     

8.63     
—     
—     
7.70     
7.70     

1.9     
—     
—     
0.98     
0.8     

0.8     
—     
—     
0.7     
0.7     

— 
— 
— 
— 
— 

— 
— 
— 
— 
— 

Number of

Warrants

1,376,466    $
(1,228,875)   $ 
—    $
80,091    $
80,091    $

80,091    $
(102,947)   $
—    $
44,644    $
44,644    $

The Company has a 401(k)-retirement savings plan (the “401(k) Plan”) covering all eligible employees. The 401(k) Plan allows employees to defer a portion of their annual
compensation, and the Company may match a portion of the employees’ contributions generally after the first six months of service. During the year ended December 31, 2023,
the Company matched 100% of the first 4% of eligible employee compensation that was contributed to the 401(k) Plan. For the year ended December 31, 2023, the Company
recognized expense for matching cash contributions to the 401(k) Plan totaling $216,332.

NOTE 15 – RELATED PARTY TRANSACTIONS

There were no related party transactions for the periods reflected in this report.

NOTE 16 – SALE OF ASSETS

On  June  29,  2023,  the  Company  completed  a  transaction  whereby  it  sold  assets  related  to  its  Integrated  Correctional  Automation  System  (iCAS)  business  with  a  single
customer. In the fourth quarter of 2022, the Company elected to not renew a support contract due to the limited nature of the business. The transaction was completed with a
third-party buyer of which the Company’s former Chief Financial Officer is a director. Said former officer did not participate in the transaction on behalf of the Company.

The assets of the iCAS business were sold for a convertible promissory note with a principal amount of $165,000 with a 10% original issue discount as well as common stock
purchase warrants. The note matures in 2 years from the date of sale and is convertible immediately through the later of the maturity date or payment by the borrower of the
default  amount,  as  defined  in  the  note,  into  shares  of  the  buyer’s  common  stock  at  a  conversion  price  of  $0.003  or  55,000,000  shares.  The  conversion  of  the  note  carries
restrictions which include limiting conversion to the extent it would exceed 4.99% of the common stock outstanding of the buyer. The convertible promissory note is subject to
standard anti-dilution provisions.

The common stock purchase warrants are for a total of 55,000,000 common shares of the buyer at an exercise price of $0.01 per share. The warrants are subject to standard
anti-dilution provisions. The warrants are not exercisable until on or after six months from the issuance date and no later than on or before the third anniversary of the issuance
date. The Company may exercise the warrants at any time after the six-month anniversary of the issuance date on a cashless basis if there is no effective registration statement
covering the resale of the Warrant Shares at prevailing market prices by the holder. The exercise of these warrants is subject to beneficial ownership limits of 4.99% which may
be increased by the holder up to 9.99% as defined in the warrant . Given that the shares carried no intrinsic value at the time of the transaction and that the overall fair value is
de minimis, the Company has not recorded the warrants associated with the transaction.

The Company recognized a gain on sale of assets of $150,000, which is included in other income.

The original issue discount is being accrued into interest income over the term of the note.

F-34 

 
 
 
   
   
 
   
 
   
 
 
 
   
   
 
   
 
 
 
 
 
   
   
 
 
 
 
 
 
 
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
   
   
   
   
 
   
      
      
      
  
   
   
   
   
   
 
 
  
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2023 AND 2022

The note receivable was recorded as follows on September 30, 2023:

Convertible note receivable
Unamortized discount
Convertible note receivable, net

NOTE 17 – SUBSEQUENT EVENTS

December 31,
2023

165,000 
(11,250)
153,750 

  $

  $

On March 22, 2024, the Company conducted a private placement offering, selling a combined total of 620 Series D Convertible Preferred Stock and 2,125 Series E Convertible
Preferred Stock to both existing and new accredited investors. The offering price for both Series D and Series E was at $1,000 per share with a common equivalent of $3.00 for
both classes of shares. The private placement brought in gross proceeds of $2,745,000 to the Company. The Series D Convertible Preferred Stock has already been approved for
common stock conversion during the Company's 2023 annual shareholders meeting. The Series E Preferred Stock is subject to shareholder approval for conversion to common
stock. As such, the securities purchase agreement for Series E Convertible Preferred Stock carries standard anti-dilution provisions which remain in effect until December 31,
2024.

In  connection  with  the  Purchase  Agreement,  the  Company  also  entered  into  a  Registration  Rights  Agreement  with  the  Purchasers.  Pursuant  to  the  Registration  Rights
Agreement, the Company shall file with the SEC a registration statement covering the resale by the Purchasers of the shares of common stock into which the shares of Series D
and Series E Preferred Stock are convertible. Subject to certain conditions, the Company must cause the registration statement to be declared effective by 90 days after closing
(or in the event of a full review by the SEC, by 120 days). The Registration Rights Agreement contains customary representations, warranties, agreements and indemnification
rights and obligations of the parties. Under the Purchase Agreement, the Company is required to hold a meeting of shareholders at the earliest practical date, but in no event
later than 120 days after closing (or 150 days in the event of a review of the proxy statement by the Securities and Exchange Commission (the “SEC”)). As described below, the
terms of the Series E Preferred Stock limit its convertibility until the Company receives shareholder approval (the “Stockholder Approval”). If the Company does not obtain the
Stockholder Approval at the first meeting, it is required to hold shareholder meetings every four months until the Stockholder Approval is obtained.

The  Purchase  Agreement  for  Series  E  Preferred  Stock  also  provides  that  the  Company  will  not,  with  certain  exceptions,  sell  or  issue  common  stock  or  Common  Stock
Equivalents (as defined in the Purchase Agreement) on or prior to December 31, 2024 that entitles any person to acquire shares of common stock at an effective price per share
less than the then conversion price of the Series E Preferred Stock without the consent of the Purchaser.

The Registration Rights Agreement contains provisions for liquidated damages equal to 1% multiplied by the aggregate subscription amount paid, paid each month, in the event
certain deadlines are missed.

F-35

 
 
 
 
 
 
 
 
 
 
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Consent of Independent Registered Public Accounting Firm

Exhibit 23.1

We hereby consent to the incorporation by reference in the Registration Statements on Forms S-1 (SEC File # 333-268638, 333-273272 and 333-276327) and Forms S-8 (SEC
File  #  333-258525,  333-257897  and  333-273265)  of  Duos  Technologies  Group,  Inc.  of  our  report  dated  April  1,  2024  on  the  consolidated  financial  statements  of  Duos
Technologies Group, Inc., as of December 31, 2023 and 2022 and for the each of the two years in the period ended December 31, 2023.

/s/ Salberg & Company, P.A.

SALBERG & COMPANY, P.A.
Boca Raton, Florida
April 1, 2024

 
 
 
 
 
 
 
 
 
 
 
 
CERTIFICATION OF PRINCIPAL EXECUTIVE OFFICER
PURSUANT TO SECTION 302 OF THE
SARBANES-OXLEY ACT OF 2002

Exhibit 31.1

I, Charles P. Ferry, certify that:

1.    I have reviewed this annual report on Form 10-K of Duos Technologies Group, Inc.;

2.    Based on my knowledge, this annual 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 annual report;

3.    Based on my knowledge, the financial statements, and other financial information included in this annual 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 annual report;

4.    The registrant’s other certifying officer 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 controls 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 for the
period in which this annual 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;

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
that has materially affected, or is reasonably likely to materially affect, the registrant’s internal control over financial reporting;

5.        The  registrant’s  other  certifying  officer  and  I  have  disclosed,  based  on  our  most  recent  evaluation,  to  the  registrant’s  auditors  and  the  audit  committee  of  the

registrant’s board of directors (or persons performing the equivalent function):

a)

b)

all significant deficiencies in the design or operation of internal controls which could adversely affect the registrant’s ability to record, process, summarize and
report financial data and have identified for the registrant’s auditors any material weaknesses in internal controls; and

any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal controls over financial
reporting.

Date: April 1, 2024

  By:

/s/ Charles P. Ferry
Charles P. Ferry
Chief Executive Officer

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit 31.2

CERTIFICATION OF PRINCIPAL FINANCIAL OFFICER
PURSUANT TO SECTION 302 OF THE
SARBANES-OXLEY ACT OF 2002

I, Andrew W. Murphy, certify that:

1.    I have reviewed this annual report on Form 10-K of Duos Technologies Group, Inc.;

2.    Based on my knowledge, this annual 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 annual report;

3.    Based on my knowledge, the financial statements, and other financial information included in this annual 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 annual report;

4.    The registrant’s other certifying officer 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 controls 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 for the
period in which this annual 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;

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
that has materially affected, or is reasonably likely to materially affect, the registrant’s internal control over financial reporting;

5.    The registrant’s other certifying officer and I have disclosed, based on our most recent evaluation, to the registrant’s auditors and the audit committee of registrant’s

board of directors (or persons performing the equivalent function):

a)

b)

all significant deficiencies in the design or operation of internal controls which could adversely affect the registrant’s ability to record, process, summarize and
report financial data and have identified for the registrant’s auditors any material weaknesses in internal controls; and

any fraud, whether or not material, that involves management or other employees who have a significant role in the registrant’s internal controls over financial
reporting.

Date: April 1, 2024

  By:

/s/ Andrew W. Murphy
Andrew W. Murphy
Chief Financial Officer

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
CERTIFICATION PURSUANT TO
18 U.S.C. SECTION 1350,
AS ADOPTED PURSUANT TO SECTION 906 OF
THE SARBANES-OXLEY ACT OF 2002

EXHIBIT 32.1

In  connection  with  this Annual  Report  of  Duos  Technologies  Group,  Inc.  (the  “Company”),  on  Form  10-K  for  the  year  ended  December  31,  2023,  as  filed  with  the  U.S.
Securities and Exchange Commission on the date hereof, I, Charles P. Ferry, Chief Executive Officer of the Company, certify to the best of my knowledge, pursuant to 18
U.S.C. Sec. 1350, as adopted pursuant to Sec. 906 of the Sarbanes-Oxley Act of 2002, that:

(1) Such Annual Report on Form 10-K for the year ended December 31, 2023, fully complies with the requirements of section 13(a) or 15(d) of the Securities Exchange

Act of 1934; and

(2) The  information  contained  in  such Annual  Report  on  Form  10-K  for  the  year  ended  December  31,  2023,  fairly  presents,  in  all  material  respects,  the  financial

condition and results of operations of the Company.

Date: April 1, 2024

By:/s/ Charles P. Ferry
  Charles P. Ferry
  Chief Executive Officer

 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
CERTIFICATION PURSUANT TO
18 U.S.C. SECTION 1350,
AS ADOPTED PURSUANT TO SECTION 906 OF
THE SARBANES-OXLEY ACT OF 2002

EXHIBIT 32.2

In  connection  with  this Annual  Report  of  Duos  Technologies  Group,  Inc.  (the  “Company”),  on  Form  10-K  for  the  year  ended  December  31,  2023,  as  filed  with  the  U.S.
Securities and Exchange Commission on the date hereof, I, Andrew W. Murphy, Chief Financial Officer of the Company, certify to the best of my knowledge, pursuant to 18
U.S.C. Sec. 1350, as adopted pursuant to Sec. 906 of the Sarbanes-Oxley Act of 2002, that:

(1) Such Annual Report on Form 10-K for the year ended December 31, 2023, fully complies with the requirements of section 13(a) or 15(d) of the Securities Exchange

Act of 1934; and

(2) The  information  contained  in  such Annual  Report  on  Form  10-K  for  the  year  ended  December  31,  2023,  fairly  presents,  in  all  material  respects,  the  financial

condition and results of operations of the Company.

Date: April 1, 2024

By:/s/ Andrew W. Murphy
  Andrew W. Murphy
  Chief Financial Officer

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit 97

_____________________________________________

DUOS TECHNOLOGIES GROUP, INC.

POLICY FOR THE

RECOVERY OF ERRONEOUSLY AWARDED COMPENSATION

______________________________________________

A.                OVERVIEW

In  accordance  with  the  applicable  rules  of  The  Nasdaq  Stock  Market  (the  “Nasdaq  Rules”),  and  Section  10D  and  Rule  10D-1  of  the
Securities  Exchange  Act  of  1934,  as  amended  (the  “Exchange  Act”)  (“Rule  10D-1”),  the  Board  of  Directors  (the  “Board”)  of  Duos
Technologies Group, Inc. (the “Company”) has adopted this Policy (the “Policy”) to provide for the recovery of erroneously awarded Incentive-
based Compensation from Executive Officers. All capitalized terms used and not otherwise defined herein shall have the meanings set forth in
Section H, below.

B.                 RECOVERY OF ERRONEOUSLY AWARDED COMPENSATION

(1)                              In  the  event  of  an  Accounting  Restatement,  the  Company  will  reasonably  promptly  recover  the  Erroneously  Awarded

Compensation Received in accordance with the Nasdaq Rules and Rule 10D-1 as follows:

(i)

After an Accounting Restatement, the Compensation Committee (if composed entirely of independent directors, or in the
absence of such a committee, a majority of independent directors serving on the Board) (the “Committee”) shall determine
the amount of any Erroneously Awarded Compensation Received by each Executive Officer and shall promptly notify each
Executive Officer with a written notice containing the amount of any Erroneously Awarded Compensation and a demand for
repayment or return of such compensation, as applicable.

a.

For Incentive-based Compensation based on (or derived from) the Company’s stock price or total shareholder return,
where the amount of Erroneously Awarded Compensation is not subject to mathematical recalculation directly from
the information in the applicable Accounting Restatement:

i.

The amount to be repaid or returned shall be determined by the Committee based on a reasonable estimate of
the  effect  of  the  Accounting  Restatement  on  the  Company’s  stock  price  or  total  shareholder  return  upon
which the Incentive-based Compensation was Received; and

1 

 
 
 
ii.

The  Company  shall  maintain  documentation  of  the  determination  of  such  reasonable  estimate  and  provide
the relevant documentation as required to Nasdaq.

(ii)

(iii)

(iv)

The Committee shall have discretion to determine the appropriate means of recovering Erroneously Awarded Compensation
based on the particular facts and circumstances. Notwithstanding the foregoing, except as set forth in Section B(2) below, in
no  event  may  the  Company  accept  an  amount  that  is  less  than  the  amount  of  Erroneously  Awarded  Compensation  in
satisfaction of an Executive Officer’s obligations hereunder.

To the extent that the Executive Officer has already reimbursed the Company for any Erroneously Awarded Compensation
Received under any duplicative recovery obligations established by the Company or applicable law, it shall be appropriate
for  any  such  reimbursed  amount  to  be  credited  to  the  amount  of  Erroneously Awarded  Compensation  that  is  subject  to
recovery under this Policy.

To the extent that an Executive Officer fails to repay all Erroneously Awarded Compensation to the Company when due, the
Company  shall  take  all  actions  reasonable  and  appropriate  to  recover  such  Erroneously Awarded  Compensation  from  the
applicable Executive Officer. The applicable Executive Officer shall be required to reimburse the Company for any and all
expenses  reasonably  incurred  (including  legal  fees)  by  the  Company  in  recovering  such  Erroneously  Awarded
Compensation in accordance with the immediately preceding sentence.

(2)               Notwithstanding anything herein to the contrary, the Company shall not be required to take the actions contemplated by Section
B(1) above if the Committee (which, as specified above, is composed entirely of independent directors or in the absence of such a committee, a
majority  of  the  independent  directors  serving  on  the  Board)  determines  that  recovery  would  be  impracticable  and  any  of  the  following  two
conditions are met:

(i)

(ii)

The Committee has determined that the direct expenses paid to a third party to assist in enforcing the Policy would exceed
the amount to be recovered. Before making this determination, the Company must make a reasonable attempt to recover the
Erroneously Awarded Compensation, documented such attempt(s) and provided such documentation to Nasdaq; or

Recovery  would  likely  cause  an  otherwise  tax-qualified  retirement  plan,  under  which  benefits  are  broadly  available  to
employees of the Company, to fail to meet the requirements of Section 401(a)(13) or Section 411(a) of the Internal Revenue
Code of 1986, as amended, and regulations thereunder.

2 

 
 
 
C.                 DISCLOSURE REQUIREMENTS

The  Company  shall  file  all  disclosures  with  respect  to  this  Policy  required  by  applicable  U.S.  Securities  and  Exchange  Commission

(“SEC”) filings and rules.

D.                PROHIBITION OF INDEMNIFICATION

The  Company  shall  not  be  permitted  to  insure  or  indemnify  any  Executive  Officer  against  (i)  the  loss  of  any  Erroneously  Awarded
Compensation that is repaid, returned or recovered pursuant to the terms of this Policy, or (ii) any claims relating to the Company’s enforcement of
its  rights  under  this  Policy.  Further,  the  Company  shall  not  enter  into  any  agreement  that  exempts  any  Incentive-based  Compensation  that  is
granted,  paid  or  awarded  to  an  Executive  Officer  from  the  application  of  this  Policy  or  that  waives  the  Company’s  right  to  recovery  of  any
Erroneously Awarded Compensation, and this Policy shall supersede any such agreement (whether entered into before, on or after the Effective
Date of this Policy).

E.                 ADMINISTRATION AND INTERPRETATION

This  Policy  shall  be  administered  by  the  Committee,  and  any  determinations  made  by  the  Committee  shall  be  final  and  binding  on  all

affected individuals.

The Committee is authorized to interpret and construe this Policy and to make all determinations necessary, appropriate, or advisable for
the administration of this Policy and for the Company’s compliance with Nasdaq Rules, Section 10D, Rule 10D-1 and any other applicable law,
regulation, rule or interpretation of the SEC or Nasdaq promulgated or issued in connection therewith.

F.                  AMENDMENT; TERMINATION

The  Committee  may  amend  this  Policy  from  time  to  time  in  its  discretion  and  shall  amend  this  Policy  as  it  deems  necessary.
Notwithstanding anything in this Section F to the contrary, no amendment or termination of this Policy shall be effective if such amendment or
termination would (after taking into account any actions taken by the Company contemporaneously with such amendment or termination) cause
the Company to violate any federal securities laws, SEC rule or Nasdaq rule.

G.                OTHER RECOVERY RIGHTS

This Policy shall be binding and enforceable against all Executive Officers and, to the extent required by applicable law or guidance from
the SEC or Nasdaq, their beneficiaries, heirs, executors, administrators or other legal representatives. The Committee intends that this Policy will
be applied to the fullest extent required by applicable law. Any employment agreement, equity award agreement, compensatory plan or any other
agreement  or  arrangement  with  an  Executive  Officer  shall  be  deemed  to  include,  as  a  condition  to  the  grant  of  any  benefit  thereunder,  an
agreement by the Executive Officer to abide by the terms of this Policy. Any right of recovery under this Policy is in addition to, and not in lieu of,
any other remedies or rights of recovery that may be available to the Company under applicable law, regulation or rule or pursuant to the terms of
any  policy  of  the  Company  or  any  provision  in  any  employment  agreement,  equity  award  agreement,  compensatory  plan,  agreement  or  other
arrangement.

3 

 
H.                DEFINITIONS

For purposes of this Policy, the following capitalized terms shall have the meanings set forth below.

(1)                              “Accounting  Restatement”  means  an  accounting  restatement  due  to  the  material  noncompliance  of  the  Company  with  any
financial reporting requirement under the securities laws, including any required accounting restatement to correct an error in previously issued
financial  statements  that  is  material  to  the  previously  issued  financial  statements  (a  “Big  R”  restatement),  or  that  would  result  in  a  material
misstatement if the error were corrected in the current period or left uncorrected in the current period (a “little r” restatement).

(2)               “Clawback Eligible Incentive Compensation” means all Incentive-based Compensation Received by an Executive Officer (i) on
or  after  the  effective  date  of  the  applicable  Nasdaq  rules,  (ii)  after  beginning  service  as  an  Executive  Officer,  (iii)  who  served  as  an  Executive
Officer  at  any  time  during  the  applicable  performance  period  relating  to  any  Incentive-based  Compensation  (whether  or  not  such  Executive
Officer is serving at the time the Erroneously Awarded Compensation is required to be repaid to the Company), (iv) while the Company has a class
of securities listed on a national securities exchange or a national securities association, and (v) during the applicable Clawback Period (as defined
below).

(3)                              “Clawback  Period”  means,  with  respect  to  any Accounting  Restatement,  the  three  completed  fiscal  years  of  the  Company
immediately preceding the Restatement Date (as defined below), and if the Company changes its fiscal year, any transition period of less than nine
months within or immediately following those three completed fiscal years.

(4)                              “Erroneously Awarded  Compensation”  means,  with  respect  to  each  Executive  Officer  in  connection  with  an Accounting
Restatement, the amount of Clawback Eligible Incentive Compensation that exceeds the amount of Incentive-based Compensation that otherwise
would have been Received had it been determined based on the restated amounts, computed without regard to any taxes paid.

(5)                             “Executive Officer” means each individual who is currently or was previously designated as an “officer” of the Company as
defined in Rule 16a-1(f) under the Exchange Act. For the avoidance of doubt, the identification of an executive officer for purposes of this Policy
shall include each executive officer who is or was identified pursuant to Item 401(b) of Regulation S-K, as well as the principal financial officer
and principal accounting officer (or, if there is no principal accounting officer, the controller).

(6)               “Financial Reporting Measures” means measures that are determined and presented in accordance with the accounting principles
used in preparing the Company’s financial statements, and all other measures that are derived wholly or in part from such measures. Stock price
and total shareholder return (and any measures that are derived wholly or in part from stock price or total shareholder return) shall, for purposes of
this Policy, be considered Financial Reporting Measures. For the avoidance of doubt, a Financial Reporting Measure need not be presented in the
Company’s financial statements or included in a filing with the SEC.

4 

 
(7)                             “Incentive-based Compensation” means any compensation that is granted, earned or vested based wholly or in part upon the

attainment of a Financial Reporting Measure.

(8)               “Nasdaq” means The Nasdaq Stock Market.

(9)                              “Received”  means,  with  respect  to  any  Incentive-based  Compensation,  actual  or  deemed  receipt,  and  Incentive-based
Compensation shall be deemed received in the Company’s fiscal period during which the Financial Reporting Measure specified in the Incentive-
based Compensation award is attained, even if the payment or grant of the Incentive-based Compensation to the Executive Officer occurs after the
end of that period.

(10)           “Restatement Date” means the earlier to occur of (i) the date the Board, a committee of the Board or the officers of the Company
authorized to take such action if Board action is not required, concludes, or reasonably should have concluded, that the Company is required to
prepare  an  Accounting  Restatement,  or  (ii)  the  date  a  court,  regulator  or  other  legally  authorized  body  directs  the  Company  to  prepare  an
Accounting Restatement.

Effective as of December 1, 2023.

5 

 
 
 
 
 
ATTESTATION AND ACKNOWLEDGEMENT OF POLICY FOR THE RECOVERY OF ERRONEOUSLY
AWARDED COMPENSATION

Exhibit A

By my signature below, I acknowledge and agree that:

·

·

I have received and read the attached Policy for the Recovery of Erroneously Awarded Compensation (this “Policy”).

I  hereby  agree  to  abide  by  all  of  the  terms  of  this  Policy  both  during  and  after  my  employment  with  the  Company,  including,  without
limitation, by promptly repaying or returning any Erroneously Awarded Compensation to the Company as determined in accordance with
this Policy.

Signature: _________________________________

Printed Name: _____________________________

Date: _____________________________________