Quarterlytics / Technology / Software - Application / Duos Technologies Group, Inc. / FY2020 Annual Report

Duos Technologies Group, Inc.
Annual Report 2020

DUOT · NASDAQ Technology
Claim this profile
Ticker DUOT
Exchange NASDAQ
Sector Technology
Industry Software - Application
Employees 79
← All annual reports
FY2020 Annual Report · Duos Technologies Group, Inc.
Loading PDF…
UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
———————
FORM 10-K
———————

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

for the fiscal year ended December 31, 2020

o 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.)

6622 Southpoint Drive South, Suite 310
Jacksonville, Florida 32216
(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 o   No þ

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 o   No þ

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 þ   No o

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 þ   No o

Indicate  by  check  mark  whether  the  registrant  is  a  large  accelerated  filer,  an  accelerated  filer,  a  non-accelerated  filer    ,  smaller  reporting  company  ,  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 o
Non-accelerated filer þ
Emerging growth company o 

Accelerated filer o
Smaller reporting company þ

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. o

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 from that prepared or issued its audit report: o 

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

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,  2020,  was  $14,244,100.   As  of  March  26,  2021,  the  registrant  has  one  class  of  common  equity,  and  the  number  of  shares  outstanding  of  such
common equity is 3,534,015.

Documents Incorporated by Reference: None.

 
 
 
 
 
 
 
 
  
  
 
 
 
 
 
  
  
  
  
 
 
 
 
 
 
  
 
 
 
DUOS TECHNOLOGIES GROUP INC.
2020 FORM 10-K ANNUAL REPORT

TABLE OF CONTENTS

PART I

Item 1.

Business

Item 1A.

Risk Factors

Item 1B.

Unresolved Staff Comments

Item 2.

Properties

Item 3.

Legal Proceedings

Item 4.

Mine Safety Disclosures

Item 5.

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

PART II

Item 6.

Selected Financial Data

Item 7.

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

Item 7A.

Quantitative and Qualitative Disclosures About Market Risk

Item 8.

Financial Statements and Supplementary Data

Item 9.

Changes In and Disagreements With Accountants on Accounting and Financial Disclosure

Item 9A.

Controls and Procedures

Item 9B.

Other Information

Item 10.

Directors, Executive Officers and Corporate Governance

Item 11.

Executive Compensation

PART III

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.

Exhibits and Financial Statement Schedules

Item 16.

Form 10-K Summary

SIGNATURES

PART IV

i

PAGE

1

8

14

14

14

14

15

16

17

25

25

25

25

26

27

33

37

42

42

43

45

46

 
 
 
                            
 
                          
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
 
 
  
 
 
 
 
 
  
 
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 ability to continue as a going concern, 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 to conform such statements to actual results , 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™ which employs approximately 59 people and is a technology integrator, software applications and artificial intelligence (“AI”) company with a
strong portfolio of intellectual property. The Company’s headquarters are located at 6622 Southpoint Drive South, Suite 310, Jacksonville, Florida 32216 and main telephone
number is (904) 296-2807.

Overview

The  Company,  operating  under  its  brand  name duostech,  designs,  develops,  deploys  and  operates  intelligent  technology  solutions  supporting  rail,  logistics  and  intermodal
businesses  that  streamline  operations,  improve  safety  and  reduce  costs.    Our  employee  team  include  engineering  subject  matter  expertise  in  hardware,  software,  artificial
intelligence and information technology.

Our main 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.  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.  Within minutes of the railcar passing through the RIP, a detailed report is sent to the customer where they are able to action
items  immediately.    This  solution  has  the  potential  to  transform  the  railroad  industry  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 short line railroad customers along with selected government agencies
that operate and/or manage rail traffic.  The Company currently operates with our RIP in Canada, Mexico and the United States and anticipates expanding this solution into
Europe and Australia 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.  

To  support  the  RIP  and  ALIS,  the  Company  has  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.  centraco® supports  the  integration  of  data
from  existing  systems,  including  cameras  and  other  sensor-based  systems,  within  the  same  user  interface.  With centraco®,  authorized  personnel  can  simultaneously  view,
monitor and analyze data and other events from multiple geographic locations.  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.  We
develop and deploy turn-key intelligent applications that provide highly accurate results to automate and optimize our customer’s operations.

1

 
  
Another  offering  is  our  IT Asset  Management  (ITAM)  solution  which  utilizes dcVue®  to  help  data  center  operators  more  effectively  manage  mission  critical  assets.    This
proprietary enterprise system utilizes intelligent bar code scanning technology, which quickly and seamlessly provides accurate, cataloged results for data center asset inventory
and audit services.  We have over 15 years of experience physically reviewing data center equipment and documenting customer defined attributes associated to each piece of
equipment such as location, make, model, asset tag, serial number, number of blades, and power connectivity. Our team of trained professionals will quickly and efficiently
gather the required data without disruption to your data center’s operation. All of the solutions can be offered as service or through licensing, the end-user can perform the
service internally.

The year 2020 brought significant challenges, changes and opportunities for our business that will be discussed in greater detail later in this report.  They include:

·
·
·
·
·
·

The up listing onto a national exchange (Nasdaq) in first quarter, 2020.
Responding to the COVID-19 pandemic beginning in first quarter, 2020 and which continues as of this report.
The delay of new orders from existing customers beginning in first quarter, 2020 with a restart being expected in second quarter 2021.
The retirement of Gianni Arcaini as Chairman and CEO, and the hiring of new CEO and Director Charles Ferry in third quarter, 2020.
Restructuring of the organization by establishing a CCO (Scott Carns) and hiring a new COO (Ben Eiser) in third quarter, 2020.
Addition of Mr. Edmond Harris, former COO of CSX and CN, to our Board of Directors in fourth quarter, 2020.

duostech™

Over the past 10 years, duostech™ has developed a series of industry specific technologies some of which are described below.

Railcar Inspection Portal (rriipp®)

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.  Our  Railcar  Inspection  Portal  can  reduce  this  inspection  to  minutes  while  the  train  is  moving  at  speed  improving  safety,  reducing  dwell  time  and
optimizing maintenance.   

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 are operating our rip® technology with the ultimate objective to change inspection regulations that would allow replacement of the current
manual inspection (in the yard) with our fully automated process.

Rail Inspection Portal rip® - Canadian Location

Operator Interface -  centraco®

2

 
The following examples of automated detections are the result of the combination of our image capture technologies. Some of these mechanical defects, if unattended, could
cause a derailment. Other examples of our AI-based detection applications include inspections at rail border crossings in support of the Customs and Border Protection Agency.

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.  

The following proprietary capture and sensor technologies are sold as stand-alone systems as well as sub-systems of the modular Railcar Inspection Portal system:

Samples of Automated Detections

Vehicle Undercarriage Examiner (vvuuee®)

A system that inspects the undercarriage of railcars (both freight and transit rail) traveling at speeds of up to 70 mph. We are currently developing an expanded version for
higher speeds with additional sensor technologies.  We are developing additional algorithms for an increasing number of automated detection of anomalies, which we believe
once completed and successfully tested, may have a significant impact on our revenues.

3

 
Thermal Undercarriage Examiner (t-vt-vuuee™)

The Company has developed and deployed a new thermal undercarriage examiner. The system uses high-speed thermal imaging technology to inspect the thermal signature of
undercarriage components. Thermal monitoring of component heat signatures while underway will provide indications of the overall operating health of the railcars that are not
possible to observe during static yard inspections.

Enterprise Command and Control Suite (cencenttraco

raco®)

This  intelligent  user  interface  is  at  the  core  of  all  our  systems  and  enables  end  users  to  connect  to  an  unlimited  number  of  operational  sites  from  one  central  interface,  the
centraco®  Enterprise  Command  and  Control  Suite.  A  multi-layered  command  and  control  interface,  it  is  designed  to  function  as  the  central  point  and  aggregator  for
information  consolidation,  connectivity  and  communications.  The  platform  is  browser  based  and  agnostic  to  the  interconnected  sub-systems.  It  provides  full  integration  for
seamless user credentialing and performs the following major functions:

·

·

·

·

·

·

·

Collection: Device management independently collects data from any number of disparate devices or sub-systems.

Analysis: Correlates and analyzes data, events and alarms to identify real-time situations and their priorities for response measures and end-user’s Concept of Operations
(“CONOPS”).

Verification: The contextual layer represents relevant information in a quick and easily interpreted format which provides operators optimal situational awareness.

Resolution: Event-specific presentation of user-defined Standard Operating Procedures (“SOPs”), that includes step-by-step instructions on how to resolve situations.

Reporting: Tracking of data and events for statistical, pattern and/or forensic analysis. Features include mathematical, statistical and comparative data reporting as well
as interoperability with third-party databases. Reports are customized to the end user’s data formats and infrastructure.

Auditing: Device-level drill down that records each operator’s login interaction with the system and tracks manual changes including calculations of operator alertness
and reaction time for each event.

AutoCheck:  The  system  pings  each  device  connected  to  its  wide  area  network  and  performs  periodic  functionality  audits. A  variable  alert  feature  sends  out  error
messages to an unlimited number of user-definable stakeholders in case any device does not perform to specifications.

centraco® User Interface

4

 
Automated Logistics Information Systems (aallisis™™)

We have developed and deployed a proprietary intelligent system to automate security gate operations at nine distribution centers owned and operated by a national retail chain.
Using  similar  technology  that  is  used  in  our  Rail  Inspection  Portal,  this  solution  automates  the  process  of  entering  and  exiting  a  large  logistics  or  intermodal  yard.    This
automates the logistics transaction, improves throughput and can also be used to automate security and maintenance screening/detection if desired by the customer.  

Markets

Automated Gate Operation  alis™™

 deployed at nine Kohl’s distribution centers

The opportunity for our Rail Inspection Portal business is substantial and our number one priority at this time.  We are currently providing this solution to three of seven Class 1
railroad operators with 10 systems already deployed.  Because of our early leadership position, we have been able to accumulate experience and intellectual property that would
be  time  consuming  and  expensive  for  a  new  competitor  to  replicate.    Furthermore,  we  have  given  ourselves  the  ability  to  upgrade  and  scale  our  solutions  with  additional
technologies  in  the  future.    Recently,  the  new  CEO  directed  our  operations  and  technical  teams  to  improve  our  current  design  to  meet  anticipated  Federal  Railroad
Administration, or FRA and Association of American Railroads regulatory guidelines.  We currently estimate the total Class 1 railroads addressable market at 156 systems in
North America alone. Between initial RIP installations, upgrades and long-term service agreements, we believe this equates to $800 million, which is realistically attainable in
the coming years.  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.

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. The addressable market equates to well over $100
million.

Currently, we are focused on the North American market, but plan to expand globally in the future.

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  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.

5

 
  
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.

With regards to our Railcar Inspection Portal (RIP), we currently have no direct competition domestically or globally.  There are several companies that do provide visual and
optical (laser) based imaging systems, but they are specifically designed to focus on a single aspect of a railcar whereas our latest RIP will identify 50+ inspection points on
each car.  This is not to be confused with track inspection technologies, where we do not compete with. We are the only company, to our best knowledge, that creates images of
the entire car from multiple perspectives and with many inspection points.  Other companies that participate in the visual and optical (laser) based railcar inspection systems
market include:

·

·

·

Trimble  Rail  Solutions/Beena  Vision – Atlanta, GA –  Trimble  Rail  Solutions  is  a  conglomerate  of  companies  focused  on  various  aspects  of  the  maintenance  and
construction of rail infrastructure or management of rail transportation assets.  In 2017, they acquired Beena Vision which focuses on wayside inspection systems to
analyze specific aspects of a railcar such as wheels and brakes among other critical points.  All their systems are currently designed to focus on a singular aspect of a
railcar.  While they do advertise a full-scale train imaging and inspection portal, it is generally not comparable to our offering nor, to our knowledge, has it been widely
adopted by North American Class 1 railroads for automated wayside inspection purposes.

KLD Labs – Hauppauge, NY – KLD Labs develops and deploys wayside measurement and inspection systems for railcar inspection.  Like most others, their products
are focused on singular aspects of a railcar such as wheels and brakes.  They have also developed some technologies for rail track assessment and measurement.

Class 1 Railroads – Some of the Class 1 railroads, such as Union Pacific, have worked to develop their own “in-house” solutions but are also specifically focusing on
singular aspects of a railcar. 

Our Automated Logistics Information System (ALIS) also represents an opportunity to expand into a very mature market with a major 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.  We identified a market gap with regards to distribution facilities that all currently utilize manual processes and heavy staffing to accomplish commercial truck entry and
exit.  The barrier to entry for distribution centers was predominately “cost”, as well as the requirement for a different set of logistics management software and tools.  The
current defined competition is as follows:

·

·

Nascent – Charlotte, NC – Their primary market focus has been on seaports and intermodal transfer facilities.

Potential End Users/Customers – In communications with potential customers, many have identified the desire to add this technology but have faced difficulties in
finding companies offering a solution that meets their specific needs. 

Due to the nature of our innovations, our current customer base, which is predominately in the railroad industry, constantly challenges us to develop new systems that do not yet
exist in the marketplace.  Each of these opportunities for new product development is evaluated from both a business and technical perspective.  We evaluate the following: “can
it  technically  be  accomplished?”;  “Does  it  leverage  our  core  technology  competencies”;  and  ultimately,  “Is  there  a  market  for  this  product?”    Recently,  we  were  asked  to
develop a variant of our Railcar Inspection Portal to assess for damaged automobiles being transported by the railroads.  This is a perfect example of being able to leverage our
experience with imaging, system development and field deployment combined with an addressable market into penetrating a new greenfield. 

Our Growth Strategy

Vision

Duos develops, deploys and operates cutting-edge technologies that help to transform precision railroading, logistics and intermodal transportation solutions.

6

 
Objectives

·

·

·

·

·

·

·

Improve our operational and technical execution, customer satisfaction and 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 and OPEX pricing models that 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 once the business is more mature and profitable to expand offerings and/or capabilities.

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

Organic Growth

Our  organic  growth  strategy  is  to  continue  our  focus  and  prioritization  in  the  rail,  logistics  and  intermodal  market  space.    To  ensure  our  success,  the  Company  has  made
significant  changes  in  the  senior  management  team  to  include  a  new  Chief  Executive  Officer  who  has  years  of  experience  successfully  leading  start-up  and  turn-around
companies. In addition, the former divisional COO who has 20 years of experience with the Company delivering technology into rail, logistics, intermodal, and other industries,
has  been  promoted  to  Chief  Commercial  Officer  (CCO)  of  our  wholly  owned  subsidiary,  duostech.  We  have  also  hired  a  divisional  Chief  Operating  Officer  (COO)  with  a
strong background in operations in multiple former assignments. The Company’s CFO will continue in the same role providing continuity and multiple years of public company
experience. The Company’s Board of Directors is being strengthened with the addition of a retired Chief Operating Officer for a Class 1 railroad with more than 50 years of
experience in the rail industry. The shareholders also approved the appointment of our CEO to the Board of Directors.

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 customers. Even though the COVID-19 pandemic is expected to still be an issue during 2021, the Company’s primary customers have indicated readiness
to order more equipment and services based upon the Company’s current performance.

Additionally, the new CEO has directed that the Company make engineering and software upgrades to the RIP to meet anticipated Federal Railroad Association (FRA) and
Association of American Railroad (AAR) standards. Similar upgrades are also being developed to improve the ALIS system.

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.

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.

7

 
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.

Employees

We have a current staff of 59 employees of which 57 are full-time, the majority of which work in the Jacksonville area, none of which are subject to a collective bargaining
agreement. We also have seven contract staff based in Europe who are primarily focused on our AI software development. 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.

We face risks related to the coronavirus (COVID-19 pandemic) 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  have  caused  disruption  and/or  delays  to  our  operations  and  sales  activities.  Our  third-party  manufacturers  and  our  customers  have  been
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 could 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 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 movement and 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.

8

 
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.

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.

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 $39 million as of December 31, 2020. 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.

9

 
 
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.

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.

10

 
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.

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 the world 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.

11

 
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.

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

As of December 31, 2020, two customers accounted for 86% 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 two largest customers accounted for approximately 68% of our total revenues for the year ended December 31, 2020. 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.

The Company owed the IRS penalty payments in connection with the delinquent payment of payroll taxes.

The Company has subsequently paid its delinquent IRS payroll taxes and late fees.  At December 31, 2020 and December 31, 2019, the payroll taxes payable balance of $3,146
and $115,111 includes accrued late fees in the amount of zero and $37,210, respectively.  The remaining balance of $3,146 with the state of California will be remitted in 2021.

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

12

 
 
 
 
 
 
 
 
You may experience dilution of your ownership interest due to future issuance 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, we may 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 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

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.

13

 
 
 
 
 
 
 
 
 
 
 
 
  
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 2. Properties. 

The Company has an operating lease agreement for office space of approximately 8,308 square feet that was amended on May 1, 2016 and again on April 1, 2019, increasing
the office space to approximately 10,203 square feet, with the lease ending on October 31, 2021. The rent is subject to an annual escalation of 3%, beginning May 1, 2017.

The Company entered a new lease agreement of office and warehouse combination space of approximately 4,400 square feet on June 1, 2018 and ending May 31, 2021.  On
December 21, 2020, this lease was extended to October 31, 2021.  This additional space allows for resource growth and engineering efforts for operations before deploying to
the field.  The rent is subject to an annual escalation of 3%.

The Company now has a total of office and warehouse space of approximately 14,603 square feet.

Rental expense for the office lease during 2020 and 2019 was $279,975 and $262,710, respectively.

The  Company  is  currently  considering  whether  to  extend  our  current  leases  or  move  to  a  new  location  and  consolidate  the  Company  into  a  single  operating  location  in
Jacksonville, FL.   

Item 3. Legal Proceedings. 

We are not currently 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, or
proceeding 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 our
subsidiary, threatened against or affecting our Company, our common stock, our subsidiary or our Company’s or our subsidiary’s 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

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

Market Information

PART II

Our common stock is quoted on the Nasdaq Capital Market (“Nasdaq”) under the trading symbol “DUOT”. Our common stock was initially quoted on the OTCQB in 2008
under the symbol “IOSA”.

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 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, 2020, we
have no shares of Series A Convertible Preferred Stock issued and outstanding.

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 is 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 shall 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 exercise. Holders of Series B Convertible Preferred Stock will
vote 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, 2020,
there are 1,705 shares of Series B Convertible Preferred Stock issued and outstanding.

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. 

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 June 25, 2021 (or July 26,
2021 in the event of a review of the proxy statement by the Securities and Exchange Commission (the “SEC”)).  Nasdaq Marketplace Rule 5635(d) limits the number of shares
of  common  stock  (or  securities  that  are  convertible  into  common  stock)  without  shareholder  approval.    The  Company  is  required  to  obtain  shareholder  approval  (the
“Stockholder Approval”) in order to issue shares of common stock underlying the Series C Convertible Preferred Stock at a price less than the greater of book or market value
which equal 20% or more of the number of shares of common stock outstanding before the issuance.  As described below, the terms of the Series C Convertible Preferred Stock
limit its convertibility to a number of shares less than the 20% limit, until the Stockholder Approval is obtained.  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.  

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 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 C
Convertible Preferred Stock are convertible.  Subject to certain conditions, the Company must cause the registration statement to be declared effective by May 27, 2021 (or in
the event of a full review by the SEC, by June 25, 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 has 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 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 $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”).  Notwithstanding anything to
the contrary in the Certificate of Designation, until the Company has obtained Stockholder Approval, the Company may not issue upon the conversion of any share of Series C
Convertible Preferred Stock  a number of shares of common stock  which, when aggregated with any shares of common stock issued upon conversion of any other shares of
Series C Convertible Preferred Stock, would exceed 706,620 (subject to adjustment). 

Approximate Number of Equity Security Holders

As of March 26, 2021, there were approximately 56 holders of record of our common stock, and the last reported sale price of our common stock on the Nasdaq Capital Market
on March 26, 2021 was $10.45 per share.

Dividends

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 2020 that were not previously disclosed in a Quarterly Report on Form 10-Q or in a Current Report
on Form 8-K.

Transfer Agent

The transfer agent and registrar for our Common Stock is Continental Stock Transfer & Trust located at 1 State Street, 30th Floor, New York, NY 10004-1561.

Item 6. Selected Financial Data. 

Not applicable.

16

 
 
 
 
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,  including  the  securities  laws  of  the  United  States,  the  Company  does  not  intend  to  update  any  of  the
forward-looking statements to conform these statements to actual results.

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.

Our Company

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™ which employs approximately 59 people and is a technology integrator, software applications and artificial intelligence (“AI”) company with a
strong portfolio of intellectual property. The Company’s headquarters are located at 6622 Southpoint Drive South, Suite 310, Jacksonville, Florida 32216 and main telephone
number is (904) 296-2807.

17

 
 
 
 
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 mission critical security, mechanical inspection and operations within the rail
transportation sector including both freight and passenger modes. The Company is also enhancing its offerings for automating gatehouse operations for commercial clients and
offers professional and consulting services for large data centers.

Specifically, based upon the current and anticipated business growth, the Company is investing in resources to focus on execution within its target markets, including but not
limited to rail, distribution centers and data center operations. We continue to evaluate key requirements within those markets and add development resources to allow us to
compete for additional projects to drive additional revenue growth.

Prospects and Outlook

Over  the  past  several  years,  we  have  made  substantial  investments  in  product  research  and  development  and  achieved  significant  milestones  in  the  development  of  our
technology and turnkey solutions. We have made significant progress in penetrating the market with our proprietary technology solutions, specifically in the rail industry which
is currently undergoing a major shift in maintenance strategies. We believe that this shift will be a significant motivating factor for the industry’s use of our technologies.

Our  business  success  in  the  immediate  future  will  largely  depend  on  the  increased  penetration  into  our  target  markets  for  our  proprietary  intelligent  analytical  technology
solutions.

Notwithstanding the above, no assurance can be provided that our product offerings will generate the market acceptance and orders that we contemplate.

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, 2020 compared to December 31, 2019

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

Revenues
Cost of revenue
Gross profit
Operating expenses
Loss from operations
Other income (expense)
Net loss
Net loss applicable to common stock

Revenues

Revenues:

Technology systems
Technical support
Consulting services
AI technologies

Total revenue

For the Years Ended
December 31,

2020

2019

  $

8,039,448    $ 13,641,315  
7,159,877 
5,253,055     
6,481,438 
2,786,393     
8,887,960 
9,420,821     
(2,406,522)
(6,634,428)    
(113,007 )    
(64,360)
(2,470,882)
(6,747,435)    
  $ (6,747,435)   $ (2,470,882)

For the Years Ended
December 31,

2020

2019

    % Change

  $

4,956,130   $ 11,963,438    
1,377,459   
1,801,043    
273,604    
300,418   
1,008,671    

—     

-59% 
31% 
-9% 

  $

8,039,448   $ 13,641,315    

-41% 

18

 
 
 
 
 
 
 
 
 
 
 
   
 
 
   
     
 
   
   
   
   
   
   
 
 
 
 
 
 
 
 
   
 
     
      
     
 
   
   
   
 
 
     
      
     
 
Revenues were substantially lower in 2020, largely as the result of significant delays in receiving expected new orders due to the Covid-19 pandemic, which became a factor
late in the first quarter.  The effect of this was to postpone planned implementations that were originally anticipated during the year as well as impacting installations that were
underway due to travel and other constraints.  Importantly, the Company received no cancellations of current contracts or expected orders and the order flow began to recover in
the  fourth  quarter  where  revenues  were  substantially  better  than  in  the  prior  quarters.    Management  focused  its  efforts  during  the  slowdown  to  working  on  technology
innovations  and  improvements  in  quality  and  execution,  the  results  of  which  are  expected  to  manifest  themselves  in  2021  and  beyond.    Management  believes  this  was  an
anomaly  in  the  otherwise  steady  increase  in  overall  revenues  experienced  in  prior  years  driven  by  the  strength  of  the  technology  systems  portion  of  our  business.  The
Company’s stable capital structure since the raise in early 2020 as well as certain organizational changes, enables us to more aggressively pursue large projects requiring the
ability to deploy major resources. The temporary decrease in systems deployments was offset by an increase in technical support revenues which are recurring in nature.  This
revenue source has been in transition for the past year as older legacy systems are replaced by the next generation of technology systems which are currently being installed.
There is typically a lag of approximately 6 months from installation of a new system until the recurring revenue is recognized. The Company continues to replace the declining
revenues  from  one  customer  with  new,  long  term  recurring  revenue  from  new  customers  which  will  be  coming  on-line  in  the  next  several  months.  The  maintenance  and
technical support revenues are driven by successful completion on projects and represent services and support for those installations. The expectation is that revenues from this
area will continue to grow based on the success of multiple installations anticipated in 2021.

Our consulting services business is focused into the area of data center asset management. It experienced a decrease in revenues for 2020 due to the effects of the pandemic
where two going projects were delayed significantly. The Company released a new version of its dcVue™ software which is anticipated to broaden market acceptance of its
offerings. The software was beta tested at a financial institution with the objective of ultimately rolling out to additional locations and was deployed at a number of locations in
2020.  The division continues to execute consulting services engagements through its partners.

The AI technologies recorded their first quarter of revenue during the second quarter of 2020 and recorded additional revenues for the rest of the year. The Company received a
large (over $2 million) contract for AI related development from a large client which is expected to add revenues in the following quarters in 2021. The Company expects to
continue the growth with new revenue from other existing customers which also will be coming on-line in the next several months.

Cost of Revenues

Cost of revenues:

Technology systems
Technical support
Consulting services
AI technologies

Total cost of revenues

For the Years Ended
December 31,

2020

2019

    % Change

  $

  $

3,665,493   $ 6,510,658   
528,966   
1,109,741    
120,253   
117,004    
—   
360,817    
5,253,055   $ 7,159,877   

-44% 
110% 
-3% 
— 

-27% 

Cost of revenues on technology systems decreased during the year compared to 2019, although at a slower rate than the decline in revenues. This is due to higher staffing costs
related to project implementation which were put in place early in the year, prior to the impact from COVID-19.  There is a continued focus on build costs and savings through
efficiency, but the Company has elected to maintain key employees in anticipation of expected sales of such systems in 2021. Cost of revenues overall increased on technical
support at a higher rate than the increase in revenue for technical support which is a negative trend for the year albeit the rate of increase was lower for the last half of the year
and this trend is expected to continue with the re-organization in operations and focus on costs.  Going forward the expectation is that more of the Company’s revenue will come
from this recurring revenue business.

The consulting services recorded a small decrease in cost of revenues for the year reflecting the improvements in execution efficiency put in place from the Company’s new
dcVue™ software. This trend is expected to continue as additional revenue from expected license sales of this software are recognized in 2021. The current pandemic related to
COVID-19  has  impacted  both  expected  receipt  of  awards  and  delays  in  execution  due  to  travel  and  other  restrictions.    These  delays  will  continue  to  impact  the  consulting
services revenue portion of our business at this time.

19

 
 
 
 
 
 
 
 
 
   
 
     
      
     
 
   
   
   
The AI technologies recorded costs during the last three quarters of 2020. The Company expects to continue the growth with new revenue from existing customers which will be
coming on-line in the next several months.

Gross Profit

Revenues
Cost of revenues
Gross profit

For the Years Ended
December 31,
2019

    % Change

2020

  $

  $

8,039,448   $ 13,641,315     
7,159,877    
5,253,055    
2,786,393   $ 6,481,438    

-41%
-27%
-57%

Gross profit was $2,786,393 or 35% of revenues compared to $6,481,438 or 48% of revenues for the years ended December 31, 2020 and 2019, respectively. The decrease in
gross profit of 57% was mainly the result of the significant slowdowns in project revenues due to the delay in new orders as previously discussed.  This was offset by continued
growth in our technical support and the positive effect of new revenues from the deployment of AI applications. It should be noted that the accounting treatment was changed to
the ASC 606 reporting standard for 2019 and that the results compared with the previous year are now comparable. As previously discussed, the implementation of ASC 606
covering revenue from contracts with customers, has a temporary impact on overall gross margin as certain costs are recognized ahead of revenues. The Company recorded an
overall increase in gross margin for the year compared to the prior year fourth quarter which is a positive trend highlighting that the business is starting a recovery from the
pandemic delays in implementation.  Management anticipates the overall gross margins for the business to continue to improve in the coming year driven by higher sales from
both existing and new customers and certain “economies of scale” from larger projects.  In late September 2020, the Company began several initiatives to improve margins
from projects by focusing on costs of materials, implementation efficiencies and a better understanding of our overall costs for completing projects.  We also expect that the
increase in recurring technical support revenues will continue to positively impact overall revenues with an expected increase in gross margin.

Operating Expenses

Operating expenses:

Sales and marketing
Engineering
Research and development
Administration
AI technologies

Total operating expense

For the Years Ended
December 31,

2020

2019

    % Change

  $

  $

950,962   
717,809   $
1,254,235   
1,358,925    
1,479,334   
1,022,188    
3,987,941   
5,011,913    
1,309,986    
1,215,488   
9,420,821   $ 8,887,960   

-25%
8%
-31%
26%
8%

6%

Operating expenses were higher by 6% than in 2019 largely as the result of a one-time charge for severance payment due to the retirement of the Company’s former CEO in the
amount of approximately $885,000.  Excluding this amount, expenses for continuing operations would have decreased overall by 4%.  The Company implemented some staff
cuts  during  the  year  but  maintained  key  personnel  reflecting  necessary  resources  related  to  the  Company’s  anticipated  growth  in  2021.  Research  and  development  and AI
development expenses, as an aggregate, decreased due to the completion of the TrueVue360 platform and a focus shift to executing machine learning algorithms for current
contracts that are expected to be complete by year end. The increase in engineering expenses is largely due to increased staffing for unfilled positions that were identified earlier
in the year as necessary for implementing new projects in 2021. Sales and marketing expense also decreased due to fluctuations in staffing and limited travel expense as a result
of the pandemic. Administration expenses increased significantly as discussed above relating largely to a one-time charge for severance costs and increased legal and hiring
costs for the new CEO. These costs were offset by lower overall expenses in the other functional areas.

20

 
 
 
 
 
 
 
   
 
   
 
      
     
   
 
 
 
 
 
 
 
 
   
 
     
      
     
 
 
   
 
   
 
   
 
   
 
 
Loss From Operations

The losses from operations for the years ended, December 31, 2020 and 2019 were $6,634,428 and $2,406,522, respectively. The losses for 2020 were considerably higher than
originally anticipated largely as the result of delayed revenues and one-time costs related to senior management severance as previously discussed.  The delayed revenues had a
significant  impact  in  that  given  the  anticipated  increase  in  business  post-pandemic,  and  although  certain  staffing  cuts  were  made,  the  Company  elected  to  maintain  key
operations and technical staff to allow for a faster rebound.  These extra costs were financed through a CARES Act PPP loan in the amount of $1,410,270, the expectation being
that because of the staff levels that were maintained, much or all of the loan would be forgiven in accordance with its terms (see Note 15).  The Company continues to focus on
measures to move toward breakeven and profitability through a strategic plan that is being implemented in 2021.

Interest Expense

Interest  expense  for  the  years  ended  December  31,  2020  and  2019  were  $150,137  and  $69,322,  respectively.  The  increase  in  interest  expense  was  primarily  due  to  the
Company’s  financing  actions  to  fund  certain  staffing  during  the  slowdowns  experienced  in  the  second  and  third  quarters.  This  was  partially  offset  by  interest  earned  from
substantial additional capital held in reserve (see Other Income).

Other Income

Other income for the years ended December 31, 2020 and 2019 was $ 37,130 and $4,962, respectively. The increase is money earned on deposits and which offsets some of the
interest cost of short-term borrowings as previously discussed.

Net Loss

The  net  loss  for  the  years  ended  December  31,  2020  and  2019  was  $6,747,435  and  $2,470,882,  respectively.  The  large  increase  in  net  loss  is  primarily  attributable  to  the
decrease in revenues as previously discussed as well as certain one-time charges related to the former CEO severance. Net loss applicable to Common Stock was $6,747,435 in
2020 versus $2,470,882 in 2019, an increase of $4,276,553. Net loss per common share was $2.03 and $1.39 for the years ended December 31, 2020 and 2019, respectively.

Liquidity and Capital Resources

As of December 31, 2020, the Company has a cash balance of $3,969,100.  

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,

2020

2019

  $ (4,231,439)   $ (4,019,560)
(219,575 )
(287,331 )    
8,431,621     
3,086,083 
3,912,851    $ (1,153,052)

  $

Net cash used in operating activities for the years ended December 31, 2020 and 2019 was $4,231,439 and $4,019,560, respectively. The slight increase in net cash used in
operations for the year ended December 31, 2020 was due to higher operating costs which was offset by cash generated from our AI and technical support, the majority of which
is recurring in nature.

Net  cash  used  in  investing  activities  for  the  years  ended  December  31,  2020  and  2019  was  $287,331  and  $219,575,  respectively,  representing  continuing  investments  in
computing and lab equipment during 2020 related to supporting the machine learning activities of TrueVue360.

21

 
 
 
 
 
 
 
 
 
 
   
 
 
   
     
 
   
   
 
Net cash provided in financing activities for the years ended December 31, 2020 and 2019 was $8,431,621 and $3,086,083, respectively. Cash flows provided by financing
activities during 2020 were primarily attributable to proceeds from the issuance of common stock as a result of our registered direct offering in conjunction with up-listing to a
national exchange.  We also received $1,410,270 in funding from the CARES Act PPP loan program.  This loan, including the deferred interest was forgiven. The Company
accrued interest in the amount of $10,577 during 2020.

During 2020, we funded our operations through a combination of the sale of our equity (or equity linked) securities, non-equity based debt and through revenues generated and
cash received from ongoing project execution, services and associated maintenance revenues. As of March 26, 2021, we have cash on hand of approximately $7,435,000. We
have approximately $140,500 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 revenues are sufficient to fund
such  expansion  although  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.

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.

Liquidity

Under Accounting  Standards  Update,  or ASU,  2014-15,  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 positive working capital of $2,167,058 and an accumulated deficit of $39,488,150 at
December  31,  2020.  During  the  same  period  in  2019,  the  Company  had  a  negative  working  capital  of  $607,372  and  an  accumulated  deficit  of  $32,740,715.    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
offering which was completed during the first quarter of 2020 (the “2020 Offering”).

Upon  completion  of  the  2020  Offering  of  approximately  $ 8,200,000  after  payment  of  expenses  and  fees,  management  has  secured  sufficient  working  capital  to  fund  the
Company for at least 12 months.  Although the Company continues to be successful in attracting new business and establishing a backlog of projects, the effects of business
delays to starting and implementing identified projects manifested themselves during the year. The Company was able to maintain operations due to this additional working
capital which was further bolstered with the CARES Act loan previously discussed.  This extra working capital allowed the Company to maintain key staffing and put us in a
good position to move forward once the restrictions were lifted.  Most importantly, the Company has been successful in maintaining a sufficient working capital cushion despite
the setbacks that were encountered during the year. 

Management now believes that these actions allow the Company to continue as a going concern for the following 12 months and will continue to grow its business and achieve
profitability without the absolute requirement to raise additional capital for existing operations. Management will continue to evaluate these plans in future filings.

Off Balance Sheet Arrangements

We have no off-balance sheet contractual arrangements, as that term is defined in Item 303(a)(4) of Regulation S-K.

22

 
 
 
Critical Accounting Policies and Estimates

The discussion and analysis of our financial condition and results of operations are based upon our consolidated financial statements, which have been prepared in accordance
with generally accepted accounting principles in the United States. The preparation of these financial statements requires management to make estimates and judgments that
affect  the  reported  amounts  of  assets,  liabilities,  revenues,  and  expenses,  and  related  disclosure  of  contingent  assets  and  liabilities.  On  an  ongoing  basis,  we  evaluate  our
estimates. The most significant estimates in the accompanying consolidated financial statements include the allowance on accounts receivable, 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 toward contract completion, 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.

We have identified the accounting policies below as critical to our business operations and the understanding of our results of operations.

Revenue Recognition and Contract Accounting

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

Technology Systems

The  Company  constructs  intelligent  technology  systems  consisting  of  materials  and  labor  under  customer  contracts.  Revenues  and  related  costs  on  project  revenue  are
recognized based 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.

Technical Support

Maintenance  and  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 as the services are provided. Revenue for maintenance and
technical support provided on an extended-term basis is recognized ratably over the term of the contract.

For  sales  arrangements  that  do  not  involve  multiple  elements  such  as  professional  services,  which  are  of  short-term  duration,  revenues  are  recognized  when  services  are
completed.

Consulting Services

The  Company’s  consulting  services  business  generates  revenues  under  contract  with  customers  from  three  sources:  (1)  Professional  Services  (consulting  and  auditing);  (2)
Software licensing with optional hardware sales; and (3) Customer Service (training and maintenance support).

For sales arrangements that do not involve performance obligations: 

23

 
 
(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;
Training sales are one-time upfront short-term training sessions and are recognized after the service has been performed; and

(3)
(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.

AI Technologies

The Company has begun to derive revenue from applications that incorporate artificial intelligence (AI) in the form of predetermined algorithms to provide important operating
information  to  the  users  of  our  systems.    The  revenue  generated  from  these  applications  of AI  consists  of  an  annual  application  maintenance  fee  which  will  be  recognized
ratably over the year, plus fees for the design, development, testing and incorporation of new algorithms into the system which will be recognized upon completion of each
deliverable.

Multiple Elements

Arrangements with customers may involve multiple elements including project revenue and maintenance services in our Intelligent 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 elements 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 element arrangement is as follows:

Each element is accounted for separately when each element has value to the customer on a standalone basis and there is Company specific objective evidence of 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 element is recognized using the
applicable criteria under GAAP as discussed above for elements sold in non-multiple element 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 multiple element 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 element arrangements with Company customers qualify as separate units of account for
revenue recognition purposes. 

Accounts Receivable

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.

24

 
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 value 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.

Item 7A. Quantitative and Qualitative Disclosures About Market Risks. 

We do not hold any derivative instruments and do not engage in any hedging activities.

Item 8. Financial Statements and Supplementary Data. 

Our consolidated financial statements are contained in pages F-1 through F-34 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, 2020.

Item 9A. Controls and Procedures. 

Evaluation of Disclosure Controls and Procedures

With the participation of our Chief Executive Officer, Chief Financial Officer and Chief Accounting Officer, 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 Chief Accounting Officer 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  Chief  Accounting  Officer,  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 Chief Accounting Officer, 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.

25

 
 
 
 
 
 
 
Our internal control over financial reporting is a process designed under the supervision of our Chief Executive Officer, Chief Financial Officer and Chief Accounting Officer 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.

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, 2020 that have materially affected or are reasonably likely to materially affect our internal control over financial reporting.

Item 9b. Other Information. 

None

26

 
 
 
 
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
Adrian G. Goldfarb
Connie L. Weeks
Kenneth Ehrman(1)
Blair M. Fonda(2)
Edmond L. Harris(3)
Ned Mavrommatis(4)

Age
55
63
63
50
55
71
50

  Position
  Chief Executive Officer, Director
  Chief Financial Officer
  Chief Accounting Officer
  Chairman
  Director
  Director
  Director

———————
(1) Chairman of the Board, member of the Compensation  Committee and Corporate Governance and Nominating Committee
(2) Chairman of the Audit Committee, member of the Compensation Committee
(3) Chairman of the Corporate Governance and Nominating Committee, member of the Audit Committee
(4) Chairman of the Compensation Committee, member of the Audit Committee and 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  further  appointed  a  Director  on  November  19,  2020  by  a  vote  of  the
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.  Previously,  Mr.  Ferry  had  been  involved  in  two  companies  in  the  defense  industry  holding  positions  including  Director,  Business
Development and Operations, Vice President of Operations, and General Manager. 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.

The Board 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.  

27

 
 
 
 
 
 
 
 
 
 
Adrian G. Goldfarb, Chief Financial Officer

Mr.  Goldfarb  served  as  a  Director  from April  2010  to  November  2020.  Effective  July  1,  2012,  he  was  appointed  as  President  and  Chief  Financial  Officer  of  Information
Systems Associates, Inc., which merged with Duos Technologies, Inc in April 2015 upon which he agreed to continue serving the merged company, Duos Technologies Group,
Inc., as Chief Financial Officer and Director. Mr. Goldfarb managed the Company’s listing on the Nasdaq Capital Market in 2020. Prior to joining Duos, Mr. Goldfarb served as
CFO  for  Ecosphere  Technologies,  overseeing  growth  from  $0  to  $24  million  and  profitability.  Mr.  Goldfarb  was  also  Managing  Director  of  WSI  Europe,  a  division  of  the
Weather Channel from 1998 until 2002. From 2002 to 2007, Mr. Goldfarb served as interim-CFO for MOWIS GmbH, a Weather Technology Media start-up company which
was successfully sold to a large European media group. Mr. Goldfarb’s extensive business and financial experience includes10-years at a subsidiary of Fujitsu where he served
as Director of Operations for a new software venture. Mr. Goldfarb started his formal career at IBM and was given responsibility for an account team focused on Latin America
and Southeast Asia.

Mr. Goldfarb also currently serves as non-Executive Chairman of GelStat Corporation, a public company engaged in the development and marketing of homeopathic and natural
supplements. Mr. Goldfarb is a 35-year technology industry veteran including more than 25 years in information technology.

The Board believes Mr. Goldfarb’s significant experience in financial stewardship of small public companies will be of great value to the Company as it grows. Mr. Goldfarb
has over 40 years of business experience in technology companies including more than 12-years as CFO of public companies.  Mr. Goldfarb did his initial accounting training
in  London  and  graduated  “cum  laude”  with  a  business  degree  specializing  in  Finance  from  Rutgers  University,  Newark,  NJ.  Mr.  Goldfarb  also  has  more  than  20  years’
experience in financial derivatives including model development for valuation of complex financial instruments and has served as a consultant for small companies dealing with
restructuring issues.

Connie L. Weeks, Chief Accounting Officer

Ms. Weeks has been a key member of the Company for 35 years and now serves as Chief Accounting Officer with responsibility for all aspects of financial reporting, internal
controls, and cash management.

Ms. Weeks has over 40 years of operational accounting experience and is responsible for overseeing and managing the day-to-day accounting and financial reporting, internal
controls, and cash management. She has been a key member of the Duos team progressing from an assistant to the staff accountant and subsequently being promoted to roles
with  increasingly  more  responsibility  including  serving  as  Vice  President  of  Finance  and  Corporate  Controller.  In  2015,  when  the  Company  became  public,  Ms.  Weeks
continued to serve as VP of Finance, overseeing the Audit process and interfacing with PCAOB auditors, managing the audit process. As the Company’s most senior female
executive, Ms. Weeks is actively engaged with management and provides guidance on diversity matters and has also taken courses in Human Resources. Ms. Weeks attended
Florida State College of Jacksonville where she majored in Accounting.

The Board believes that Ms. Weeks’s long service with the Company and her expertise in the areas of project accounting is of considerable value to the Company.

Kenneth Ehrman, Director

Mr.  Ehrman  joined  the  Board  on  January  31,  2019.    He  was  elected  as  Chairman  of  the  Board  in  November  2020  and  is  a  member  of  the  Compensation  and  Corporate
Governance and Nominating Committees. He 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  and  joins  the  Company  with  a  strong  background  in  technology. As  an  innovator  in
intelligent machine-to-machine (“M2M”) wireless technology and industrial applications of the Internet of Things (“IoT”), Mr. Ehrman has been awarded more than 20 patents
in wireless communications, mobile data, asset tracking, power management, cargo and impact sensing, and connected car technology. Mr. Ehrman previously served as Chief
Executive Officer of I.D. Systems, Inc. (“IDS”), a company he founded in 1993 as a Stanford University engineering student, pioneering the commercial use of radio frequency
identification (“RFID”) technology for industrial asset management. Under Mr. Ehrman’s leadership, IDS began trading on the NASDAQ in 1999 and was named one of North
America’s  fastest  growing  technology  companies  by  Deloitte  in  2005,  2006,  and  2012.  During  his  tenure  at  IDS,  Mr.  Ehrman  received  multiple  awards,  including  Deloitte
Entrepreneur of the Year and Ground Support Worldwide Engineer/Innovator Leader. He also served on the Board of Financial Services, Inc. from 2012 to2016 before it was
successfully sold to a large financial software company.

28

 
The Board believes that Mr. Ehrman’s management experience, engineering expertise and long history and familiarity with industries the Company currently operates in, makes
him ideally qualified to help lead the Company towards continued growth.

Blair M. Fonda, Director

Mr. Fonda was appointed as a Director on May 3, 2017 and serves as Chairman of the Audit Committee and a member of the Compensation Committee. Since 2013, Mr. Fonda
has served as the Chief Financial Officer of Emergent Financial Partners (“EFP”). EFP is an accounting and consulting services firm which offers financial consulting services
to businesses and organizations throughout the United States and the Caribbean Islands. From 2013 to 2016, Mr. Fonda was contracted through EFP to serve as the outside
Chief Financial Officer of Mountainstar Capital Engagement, a private equity and commercial real estate company. From 2007 to 2013, Mr. Fonda served as the Vice President
and  Controller  of  the  Hospitality  Division  of  Gate  Petroleum,  an  owner  and  operator  of  convenience  stores,  resorts,  construction  and  real  estate  operations  throughout  the
United States. Mr. Fonda has previously served as Controller for Enterprise Rent-a-Car. Mr. Fonda is a Certified Public Accountant (CPA).

The Board believes that Mr. Fonda’s education and background qualify him as a financial expert. He has extensive and directly applicable accounting experience qualifying him
to serve as Chairman of the Audit Committee.

Edmond L. Harris, Director

Mr. Harris was appointed as a Director on November 19, 2020 and serves as Chairman of the Corporate Governance and  Nominating Committee and serves as a member of the
Audit Committee. From April 2010 until his retirement in April 2011, Mr. Harris served as Executive VP of Operations at Canadian Pacific Railway. In December of 2011 he
was appointed to CP’s Board, where he served until May of 2012.  He also served as Omnitrax’s Chairman of the Board (a privately held regional railroad company in Denver,
CO).  He served as Executive Vice President of Operations at Canadian National Railway Company (“CN”) from March 2005 to January 2007, as its Senior Vice President of
Operations from July 2003 to March 2005, and as Chief Transportation Officer from January 2001 to June 2003. Mr. Harris also held various key operating positions at Illinois
Central Railroad prior to its acquisition by CN. At Illinois Central Railroad and CN, Mr. Harris worked closely with E. Hunter Harrison, the company’s former President and
Chief Executive Officer, to implement the Precision Scheduled Railroad model. Mr. Harris has also served as an independent rail operations consultant providing advice to
various  rail  shippers  and  railroads,  including  CSX,  from  June  2007  to  March  2010,  and  again  following  his  retirement  for  Canadian  Pacific  Limited  and  Canadian  Pacific
Railway Company in April 2011.  Mr. Harris has a B.S. in Business Management from the University of Illinois and served in the US Marine Corps from 1969-1973.

The Board believes that Mr. Harris’ extensive background in the railroad industry and as a large company executive serving in many roles makes him a significant addition to
the Company’s Board and will provide leadership and direction to the Company’s management team.

Ned Mavrommatis, Director

Mr.  Mavrommatis joined the Board on August 13, 2018 and serves as Chairman of the Compensation Committee and a member of the Audit and Corporate Governance and
Nominating Committees. Mr. Mavrommatis has served as Chief Financial Officer of PowerFleet, Inc. ("PowerFleet") since October 2019. PowerFleet is a global leader and
provider of subscription-based wireless IoT and M2M solutions for securing, controlling, tracking, and managing high-value enterprise assets such as industrial trucks, tractor
trailers, containers, cargo, and vehicles and truck fleets. From August 1999 until October 2019, he served as Chief Financial Officer of IDS. Mr. Mavrommatis serves on the
Board  of  PowerFleets'  wholly  owned  subsidiary  PowerFleet  Israel  and  is  also  the  Managing  Director  of  PowerFleets’  wholly  owned  subsidiaries,  PowerFleet  GmbH  and
PowerFleet Systems Ltd.

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.

The Board believes that Mr. Mavrommatis’ management experience, accounting expertise and long history and familiarity with industries the Company currently operates in,
makes him ideally qualified to help lead the Company towards continued growth.

29

 
 
Key Employees

Wm. Scott Carns, Chief Commercial Officer, Operating Subsidiary Duos Technologies, Inc.

Mr. Carns is Chief Commercial Officer for the operating subsidiary, Duos Technologies Inc., and is responsible for overseeing and managing day to day commercial operations.
 He is also directly responsible for account management of Duos’ major accounts.  Mr. Carns is an original founding employee of Duos Technologies and has spent over 20
years  with  the  organization  in  a  variety  of  roles.  In  this  current  position,  he  is  responsible  for  the  development  and  execution  of  Duos’  growth  strategy  and  expansion.  His
management and capabilities provide leadership and direction to the entire organization. Mr. Carns has extensive experience in the information technology industry. He works
with  Duostech’s  major  clients  to  develop  and  create  solutions  to  meet  their  operational  challenges.  He  is  a  co-inventor  of  the  Company’s  Train  Rider  Detection  System
developed for U.S. Customs and Border Protection which is the predecessor of the Railcar Inspection Portal (RIP) and in use at many Class 1 freight railroads today. Prior to
joining  Duostech,  Mr.  Carns  worked  as  the  Information  Technologies  Coordinator  for  Environmental  Capital  Holdings,  Inc.  and  was  the  owner  and  President  of  Software
Solutions Group, Inc. He served in the United States Army as a Military Police Officer and attended Kansas State University.

Ben Eiser, Chief Operating Officer, Operating Subsidiary Duos Technologies, Inc.

Mr.  Eiser  was  newly  appointed  to  the  operating  subsidiary  in  late  2020.    He  has  over  27  years  of  active-duty  military  service  and  private-sector  leadership,  Project  and  IT
Management experience. Prior to joining Duos Technologies, he was the Vice President for Global Projects for APR Energy from 2016 to 2020 leading a Project Management
Team  for  global  fast-track  power,  responsible  for  the  installation  and  demobilization  of  temporary  power  plants,  synchronization  and  coordination  for  the  deployment  of
personnel  and  materials,  ensuring  that  all  projects  were  completed  on-time  and  under  budget.  The APR  PMO  Team  was  able  to  deliver  17  power  plants  faster  than  ever
completed in the company’s history while becoming profitable and implementing process and procedures to ensure mission success. Mr. Eiser was the Director of Projects for
ARMA  Global  where  he  was  the  operations  officer  for  a  large,  complex  IT  program  in  US  Special  Operations  Command.  He  supervised  hiring  over  300  people  across  six
different locations in just 60 days. He then provided the leadership and management to deliver more than 50 complex projects with a very demanding customer. He served 21
years on active duty in the U.S. Army leading Infantry (Light, Airborne and Mechanized), and Ranger Units for over 48 months that includes four combat tours in Afghanistan,
and three combat  tours  in  Iraq.  Mr.  Eiser  has  an  undergraduate  degree  from  Illinois  State  University  in  Industrial  Technology  Construction  and  earned  his  MBA  while  still
serving his Country.

David Ponevac, Chief Technology Officer, Operating Subsidiary Duos Technologies, Inc.

Mr. Ponevac serves as the CTO of the operating subsidiary focusing on computer vision, high speed imaging, high speed data processing, edge and low-power computing and
Internet-of-Things. Mr. Ponevac is a technology enthusiast with over 24 years of experience in software engineering and software architecture. He has considerable expertise in
Objective-C, Java, C#, PHP and many other scripting languages. He is also driving the Company’s Artificial Intelligence efforts including platform development. Previously, he
was CTO of Luceon LLC and worked with a wide range of domestic and international clients operating in the public and private sectors. He has worked on high profile projects
for  Fortune  500  companies  including  FedEx,  HBO,  Time  Warner,  and Aetna  as  well  as  government  agencies  including  Bundeswehr,  the  New  York  City  Department  of
Transportation,  and  the  Slovak  Ministry  of  Education.  Mr.  Ponevac  holds  a  Bachelor  of  Science  in  Electrical  Engineering  and  a  Masters  in  Computer  Science,  both  from
University of Texas, El Paso.

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 the Company’s review of the copies of such Forms and written representations from certain reporting persons, the Company believes that all filings required to
be made by the Company’s Section 16(a) reporting persons during the Company’s fiscal year ended December 31, 2020 were made on a timely basis.

30

 
 
 
 
 
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 the address appearing on the front page of this Annual Report on
Form 10-K.

Board Composition and Director Independence

Our board of directors currently consists of five members: Mr. Charles P. Ferry, Mr. Edmond Harris, Mr. Ned Mavrommatis, Mr. Blair M. Fonda and Mr. Kenneth Ehrman. 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 Rule
5605(a)(2) of the NASDAQ listing standards.

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 “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. Fonda, Mr. Harris and Mr. Mavrommatis are all qualified as independent and
none of them have any material relationship with us that might interfere with his exercise of independent judgment.

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.

The Chairman of each committee are Blair M. Fonda, Ned Mavrommatis and Edmond L. Harris, respectively, all of whom are independent directors within the meaning of the
Nasdaq Stock Market rules. Each of the independent Board members 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; and
preparing the audit committee report required by SEC rules.

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

31

 
 
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;
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. Mavrommatis serves as the Chairman of the Compensation Committee.

Corporate Governance and Nominating Committee

The responsibilities of the Corporate Governance and Nominating Committee include:

·
·
·
·
·

·
·
·

recommending to the board of director’s 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;
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. Harris 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;

32

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
·

·

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.

Item 11. 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

Gianni B. Arcaini,
Former Chairman of the Board, Chief Executive Officer, President,

Director (PEO)

Charles P. Ferry, Chief Executive Officer (PEO)

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

Connie L. Weeks,
Chief Accounting Officer

Salary
($)

Bonus
($)

Stock
($)

Options
($)

Other
Comp.
($)

Total
($)

   913,961(1)   114,423(2)  
   143,411(2)  
   249,260 

83,333  

50,217 (5)  

   197,750 
   180,250 

849  
— 

   150,000 
   150,000 

6,667(9)  
— 

— 
— 

— 

— 
— 

— 
— 

   157,070(3)   

— 

16,921 (4)   1,202,375 
25,382 (4)   418,053 

36,293 (6)   

— 

   169,843 

45,632 (7)   
— 

7,500(8)   251,731 
7,500(8)   187,750 

45,632 (10)  
— 

— 
— 

   202,299 
   150,000 

Year

2020
2019

2020

2020
2019

2020
2019

———————
(1)

Represents $166,173 base salary from January 1, 2020 to August 31, 2020 plus $747,788 in severance compensation to be deferred and paid over a 36-month period (see
“Executive Severance Agreement” below).
Represents 1% of annual revenues equal to $143,411 in 2019 and $39,423 in 2020 to which Mr. Arcaini is entitled under the terms of his employment plus $75,000 in
bonus severance compensation to be deferred and paid over a 36-month period (see “Executive Severance Agreement” below) in 2020.

(2)

33

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
                                                                                                                      
                                            
 
 
 
 
  
  
 
 
 
 
  
  
  
  
  
  
  
  
  
  
  
  
 
 
  
  
  
 
 
 
 
  
  
  
  
  
  
  
  
  
  
  
  
 
 
  
  
  
 
 
  
  
  
  
 
 
 
 
  
  
  
  
  
     
  
  
  
  
  
 
 
  
  
 
 
  
  
  
  
 
 
 
 
   
 
   
 
  
 
 
   
 
    
 
   
 
(3) Represents the full expense for option grants to Mr. Arcaini during 2020. During the second quarter of 2020, 160,152 incentive stock options previously issued to staff and
Directors under the 2016 Equity Incentive plan were cancelled. 310,290 new 5-year options were issued replacing those cancelled and the balance as new grants. The
reissued options have a $6.00 strike price and the new options have a strike price of $4.74. Mr. Arcaini was awarded both 50,358 re-issued options and 50,358 additional
new options. Option compensation is the fair market value of 50,358 options re-issued to Mr. Arcaini which were fully vested and the fair market value of the additional
50,358 options that were granted. As part of the severance package negotiated with Mr. Arcaini, all unvested options were immediately vested in September 2020 with all
unamortized  option  expense  realized  at  that  time.    The  fair  value  of  the  incentive  stock  option  grants  for  the  year  ended  December  31,  2020  was  estimated  using  the
following weighted- average assumptions:

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

For the Years Ended
December 31,

2020
0.18% - 0.26%
2.50 – 3.50
—
68.00% - 86.24%
—

2019
1.40% - 2.44%
2.76 – 3.25
—
117.18% - 151.43%
—

The  Company  estimates  the  fair  value  of  stock  options  granted  using  the  Black-Scholes  option-pricing  formula  with  expected  volatility  derived  from  a  binomial  lattice
model. This fair value is then amortized on a straight-line basis 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 the number of highly subjective variables.

The Company estimates volatility based upon the historical stock price of the Company and estimates the expected term for employee 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 defined by the Federal Reserve Statistical Release, 3-year treasury bond.

(4) Comprised of $12,000 and $18,000 car allowance, and $4,921 and $7,382 in Company paid membership dues and subscriptions, respectively.
(5) Represents $50,000 objectives bonus and $217 additional cash bonus.
(6) Option compensation is the fair market value of 100,000 stock, 5-year options with a strike price of $4.18 and two-year vesting granted to Mr. Ferry as an incentive to join

the Company. See note 3 above for valuation methodology.

(7) Represents the full expense for option grants to Mr. Goldfarb during 2020. During the second quarter of 2020, 160,152 incentive stock options previously issued to staff
and Directors under the 2016 Equity Incentive plan were cancelled. 310,290 new 5-year options were issued replacing those cancelled and the balance as new grants. The
reissued options have a $6.00 strike price and the new options have a strike price of $4.74. Mr. Goldfarb was awarded both 18,929 re-issued options and 18,929 additional
new options. Option compensation is the fair market value of 18,929 options re-issued to Mr. Goldfarb which were fully vested and the fair market value of the additional
18,929 options that were granted. See note 3 above for valuation methodology

(8) Comprised of $7,500 annual car allowance in 2020 and $7,500 annual car allowance in 2019.
(9) Represents bonus award for long service to the Company.
(10) Represents the full expense for option grants to Ms. Weeks during 2020. During the second quarter of 2020, 160,152 incentive stock options previously issued to staff and
Directors under the 2016 Equity Incentive plan were cancelled. 310,290 new 5-year options were issued replacing those cancelled and the balance as new grants. The
reissued options have a $6.00 strike price and the new options have a strike price of $4.74. Ms. Weeks was awarded both 18,929 re-issued options and 18,929 additional
new options. Option compensation is the fair market value of 18,929 options re-issued to Ms. Weeks which were fully vested and the fair market value of the additional
18,929 options that were granted. See note 3 above for valuation methodology.

34

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Outstanding Equity Awards at December 31, 2020

Name
Charles P. Ferry
Adrian G. Goldfarb
Adrian G. Goldfarb
Connie L. Weeks
Connie L. Weeks
Gianni B. Arcaini
Gianni B. Arcaini

Executive Severance Agreement

Gianni B. Arcaini

Equity 
Incentive 
Plan 
Awards; 
Number of 
shares 
underlying 
unexercised 
unearned 
options
100,000   $
—   $
9,465   $
—   $
9,465   $
—   $
—   $

Number of 
shares 
underlying 
unexercised 
options 

Number of 
shares 
underlying 
unexercised 
options 

exercisable    
—    
18,929    
9,465    
18,929    
9,465    
50,358    
50,358    

unexercisable    
—    
—    
—    
—    
—    
—    
—    

Option 
exercise 
price

Option 
Expiration 
date

4.18    08/31/2025    
6.00    03/31/2025    
4.74    03/31/2025    
6.00    03/31/2025    
4.74    03/31/2025    
6.00    03/31/2025    
4.74    03/31/2025    

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 $

Number of 
shares or 
units of 
stock that 
have not 
vested

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

—    
—    
—    
—    
—    
—    
—    

—    
—    
—    
—    
—    
—    
—    

—    
—    
—    
—    
—    
—    
—    

— 
— 
— 
— 
— 
— 
— 

On April 1, 2018, the Company entered into an employment agreement (the “Arcaini Employment Agreement”) with Gianni B. Arcaini, pursuant to which Mr. Arcaini served as
Chief  Executive  Officer  and  Chairman  of  the  Board  of  Directors  of  the  Company.  Under  the Arcaini  Employment Agreement,  Mr. Arcaini  was  paid  an  annual  salary  of
$249,260 and an annual car allowance of $18,000. In addition, as incentive-based compensation, Mr. Arcaini was entitled to 1% of annual gross revenues of the Company and
its subsidiaries. The Arcaini Employment Agreement had an initial term through March 31, 2020, subject to renewal for successive one-year terms unless either party gave
notice of that party’s election to not renew to the other at least 60 days prior to the expiration of the then-current term. The Arcaini Employment Agreement was approved by the
Compensation Committee.

As  previously  disclosed,  on  July  10,  2020,  the  Company  announced  that  Mr.  Arcaini  would  retire  from  these  positions,  effective  as  of  September  1,  2020  (the  “CEO
Transition”). In order to facilitate a transition of his duties, the Company and Mr. Arcaini entered into a separation agreement which became effective as of July 10, 2020 (the
“Separation Agreement”).  Pursuant  to  the  Separation Agreement,  Mr.Arcaini’s  employment  with  the  Company  ended  on  September  1,  2020  and  he  will  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 contains
confidentiality, non-disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini who continued to serve as Chairman of the Board of Directors of the
Company.    The  Corporate  Governance  and  Nominating  Committee  did  not  submit  Mr.  Arcaini  for  re-election  as  a  director  and  on  November  19,  2020  at  the  Annual
Shareholders meeting a new non-Executive Chairman was appointed.

In accordance with the  Separation Agreement the Company will pay to  Mr. Arcaini the total sum of $747,788. Notwithstanding the foregoing, the status of  Mr. Arcaini as a
“Specified  Employee”  as  defined  in  Internal  Revenue  Code  Section  409A  has  the  effect  of  delaying  any  payments  to    Mr. Arcaini  under  the  Separation Agreement  for  six
months after the Separation Date.  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  will  continue  to  pay  him  in  bi-weekly  installments  for  30  months  thereafter,  as  contemplated  in  the  Arcaini  Employment Agreement.    In
addition, the Company will pay one-half of  Mr. Arcaini’s current life insurance premiums for 36 months of approximately $1,200 and provide and pay for  his health insurance
for  18  months  following  the  Separation  Date  of  approximately  $1,700.  Unvested  options  in  the  amount  of  50,358  became  exercisable  and  vested  in  their  entirety  on  the
Separation Date valued at $95,127. The Company made payment of his attorneys’ fees for legal work associated with the negotiation and drafting of  the Separation Agreement
of approximately $17,000.

35

 
 
 
   
   
   
   
   
   
 
   
   
   
   
   
   
   
 
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.  Mr. Ferry is to receive a base salary at an annual rate of $250,000. Mr. Ferry received a one-time cash incentive bonus in the amount of up
to $50,000 in accordance with criteria determined by the Board and based on the review and recommendation of the Compensation Committee.  Mr. Ferry is also 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 received 100,000 options that are exercisable into 100,000 shares of common stock at an exercise price of $4.18, of which 50% will vest on September
1, 2021 and the balance which will vest on September 1, 2022. The Ferry Employment Agreement can be terminated with or without case 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. 

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
serves as Chief Financial Officer of the Company. During 2020, Mr. Goldfarb was paid an annual salary of $197,750 and an annual car allowance of $7,500. 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, 2021. The
Goldfarb Employment Agreement was approved by the Compensation Committee and it is anticipated that Mr. Goldfarb’s compensation terms will be revisited in the future by
the Compensation Committee of the Company’s Board.

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 serves as
Chief Accounting  Officer  of  the  Company.  During  2020,  Ms.  Weeks  was  paid  an  annual  salary  of  $150,000.  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 gives 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. The Weeks Employment Agreement remains in effect through March 31, 2021. The Weeks Employment Agreement
was approved by the Compensation Committee and it is anticipated that Ms. Weeks’s compensation terms will be revisited in the future by the Compensation Committee of the
Company’s Board.

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

The Weeks Employment Agreement contains certain provisions for early termination, which may result in a severance payment equal to two years 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

 
 
 
 
Director Compensation

Each independent director was entitled to receive $15,000 annually for service on our Board in 2020. In addition, Chairmen of committees were awarded an additional $5,000
annually in compensation in connection with their service in such capacity.  The Company can elect to pay up to 50% of awarded compensation in restricted common stock.

Starting in 2021, the Compensation Committee has 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 board compensation will be paid 40% in cash and 60% in shares of common stock or options to purchase shares of common stock, as elected by the board
member.

The following table summarizes data concerning the compensation of our non-employee directors for the year ended December 31, 2020.

Fees Earned
or Paid 
in Cash
($)
12,500    
2,500   
12,500    
12,500    

Stock
Awards
($)(5)

Option
Awards
($)(6)

Non-Equity
Incentive Plan
Compensation
($)

Non-Qualified
Deferred
Compensation
Earnings
($)

All Other
Compensation
($)(7)

Total
($)
50,662  
2,500 
50,662  
50,662  

Blair M. Fonda (1)
Edmond L. Harris (2)
Kenneth Ehrman (3)
Ned Mavrommatis (4)
———————
(1) Blair Fonda was appointed to the board on May 3, 2017 .  Through November 19, 2020, he served as Co-Chairman of the Audit Committee and since then he has been the

10,000    
—   
10,000    
10,000    

20,662    
—   
20,662    
20,662    

7,500   
—   
7,500   
7,500   

—   
—   
—   
—   

—   
—   
—   
—   

Chairman of the Audit Committee.
(2)
Edmond Harris was appointed to the board on November 19, 2020 and  since then has served as Chairman of the  Corporate Governance  and Nominating Committee .
(3) 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 the Board.

(4) 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 Chairman of the Compensation Committee.

(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,

(6)

the Company used the closing price of the Company’s common stock on the grant date.
The Company estimates the fair value of stock options granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis
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 the 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.

(7) Messrs. Ehrman, Fonda and Mavrommatis each were awarded $10,000 in restricted common stock as an additional payment compensating for significant time spent on

the CEO and Chairman transition which took place between July 2020 and November 2020.

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

As of March 26, 2021, our authorized capitalization was 500,000,000 shares of common stock $0.001 par value per share,500,000 shares of Series A Redeemable Preferred
Stock, 15,000 shares of Series B Convertible Preferred Stock and 5,000 shares of Series C Convertible Preferred Stock. As of the same date, there are 3,534,015 shares of our
common stock issued and outstanding, 1,705 shares of Preferred B and 4,500 shares of Preferred C outstanding, respectively. Our common stock entitles its holder to one vote
on  each  matter  submitted  to  the  stockholders.  Our  Series  B  Convertible  Preferred  allows  its  holder  one  of  vote  for  each  common  stock  equivalent,  subject  to  a  maximum
represented by 9.99% of total Common Stock outstanding plus that number of Preferred B as represented as common stock equivalent.  Our Series C Convertible Preferred
allows  its  holder  one  of  vote  for  each  common  stock  equivalent,  subject  to  a  maximum  represented  by  19.99%  of  total  Common  Stock  outstanding  plus  that  number  of
Preferred C as represented as common stock equivalent.

37

 
 
 
 
  
  
  
  
  
  
 
  
  
  
  
 
The following table sets forth, as of March 26, 2021, 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 6622 Southpoint Drive S., Suite 310, Jacksonville, Florida 32216.

Name and Address of Beneficial Owner(1)
5% Beneficial Shareholders(2)
Bleichroeder LP
1345 Avenue of the Americas, 47th Floor
New York, NY 10105 (4)
Justin W. Keener
3960 Howard Hughes Parkway
Las Vegas, NV 89169 (5)
Bard Associates, Inc.
135 S. Lasalle Street, Suite 3700
Chicago IL 60603 (6)
Laurence W. Lytton
467 Central Park West
New York, NY 10025
Pessin Family Holdings
500 Fifth Avenue, Suite 2240
New York, NY 10110 (7)
5% Beneficial Shareholders as a Group

Executive Officers and Directors
Charles P. Ferry(8)
Adrian G. Goldfarb(9)
Kenneth Ehrman(10)
Blair M. Fonda(11)
Edmond L. Harris
Ned Mavrommatis(12)
Connie L. Weeks(13)
Executive Officers and Directors as a Group (7 persons)
———————
*Denotes less than 1%

Percentage of
Ownership of
Common
Stock(3)

Common
Stock

765,293

19.99%

353,048

9.99 %

242,570

6.90 %

215,700

6.10 %

249,404
  1,826,015 

7.06 %
43.49%

— 
48,650  
19,955  
20,375  
— 
12,838  
28,394  
130,212 

* %
1.36 %
* %
* %
* %
* %
* %
3.60 %

(1)
(2)
(3)

Beneficial ownership is determined in accordance with Rule 13D-3(a) of the Exchange Act and generally includes voting or investment power with respect to securities.
The   information set forth in the table  regarding the 5% Beneficial Shareholders is based on Schedule 13D and Schedule 13G filings made by the individual investors.
The percentages in the table have been calculated based on treating as outstanding for a particular person, all shares of our common stock outstanding on that date and all
shares of our common stock issuable to that holder in the event of exercise of outstanding options, warrants, rights or conversion privileges owned by that person at that
date which are exercisable within 60 days of that date.

38

 
 
 
 
 
 
 
 
 
 
  
 
 
 
 
 
  
 
 
 
 
  
 
 
 
 
  
 
 
 
 
  
 
 
 
 
  
 
 
  
 
 
 
 
 
 
  
  
 
 
 
  
 
 
 
  
 
 
 
  
 
 
 
  
 
 
 
  
 
 
 
  
 
 
 
  
 
 
 
  
(4)

Bleichroeder LP (“Bleichroeder”) is an investment advisor registered under the Investment Advisers Act of 1940.  The 765,293 shares of Common Stock beneficially
owned  by  Bleichroeder  include  453,616  shares  of  Common  Stock  and  311,677  shares  of  Common  Stock  issuable  upon  conversion  of  2,500  shares  of  Series  C
Convertible Preferred Stock. Pursuant to its terms, the conversion of the Series C Convertible Preferred Stock is subject to a beneficial ownership limitation of 19.9%.  If
there were no  19.9%  limit  on  conversion,  Bleichroeder  would  be  deemed  to  be  the  beneficial  owner  of  908,162  shares  of  Common  Stock,  representing  22.8%  of  the
outstanding Common Stock. 21 April Fund, Ltd., a Cayman Island company for which Bleichroeder acts as investment adviser, holds 344,970 shares of Common Stock
and  1,790  shares  of  Series  C  Convertible  Preferred  Stock,  which  equates  to  17.4%  of  the  Common  Stock  (upon  conversion  of  such  shares  of  Series  C  Convertible
Preferred Stock). 21 April Fund, LP, a Delaware limited partnership for which Bleichroeder acts as investment adviser, holds 108,646 shares of Common Stock and 710
shares of Series C Convertible Preferred Stock, which equates to 6.5% of the Common Stock (upon conversion of such shares of Series C Convertible Preferred Stock).
  Clients  of  Bleichroeder  have  the  right  to  receive  and  the  ultimate  power  to  direct  the  receipt  of  dividends  from,  or  the  proceeds  of  the  sale  of,  such  securities.
Notwithstanding the foregoing, until the Company receives Stockholder Approval (as described above), Bleichroeder’s 2,500 shares of Series C Convertible Preferred
Stock are convertible into a maximum of an aggregate of 392,566 shares of Common Stock. 21 April Fund, Ltd. and 21 April Fund, LP also own warrants to purchase
32,724 shares of Common Stock and 11,920 shares of Common Stock, respectively, which are not currently exercisable due to a 9.99% beneficial ownership limitation.

(6)
(7)

(5) Mr. Justin Keener owns warrants to purchase 444,037 shares of Common Stock. However, the aggregate number of shares of Common Stock into which the warrants are
exercisable and which Mr. Keener has the right to acquire beneficial ownership, is limited to the number of shares of Common Stock that, together with all other shares of
Common Stock beneficially owned by Mr. Keener, does not exceed 9.99% of the total outstanding shares of Common Stock, currently 353,048.
Bard Associates, Inc. has sole dispositive power with regard to the 242,570 shares of Common Stock it beneficially owns and has no voting power as to such shares.
Represents shares of Common Stock beneficially owned by Norman H. Pessin (102,972 shares of Common Stock), Sandra F. Pessin (71,430 shares of Common Stock)
and Brian  L. Pessin (75,002 shares of Common Stock). The ownership number for Sandra Pessin excludes (i) 243,572 shares of Common Stock underlying the 1,705
shares of Series B Convertible Preferred Stock owned by her that are not currently convertible due to a 4.99% (which may be increased to 9.99%) beneficial ownership
limitation  with  respect  to  Common  Stock  owned  by  Ms.  Pessin,  her  affiliates,  or  members  of  a  group  with  Ms.  Pessin,  and  (ii)  272,727  shares  of  Common  Stock
underlying the 1,500 shares of Series C Convertible Preferred Stock owned by her that are not currently convertible due to a 4.99% (which may be increased to 19.99%)
beneficial  ownership  limitation  with  respect  to  Common  Stock  owned  by  Ms.  Pessin,  her  affiliates,  or  members  of  a  group  with  Ms.  Pessin.    Notwithstanding  the
foregoing,  until  the  Company  receives  Stockholder Approval,  Ms.  Pessin’s  1,500  shares  of  Series  C  Convertible  Preferred  Stock  are  convertible  into  a  maximum  of
235,540 shares of Common Stock.  The ownership member for Brian Pessin excludes 90,909 shares of Common Stock underlying the 500 shares of Series C Convertible
Preferred Stock owned  by  him  that  are  not  currently  convertible  due  to  a  4.99%  (which  may  be  increased  to  19.99%)  beneficial  ownership  limitation  with  respect  to
Common Stock owned by Mr. Pessin, his affiliates, or members of a group with Mr. Pessin.  Notwithstanding the foregoing, until the Company receives Stockholder
Approval, Mr. Pessin’s 500 shares of Series C Convertible Preferred Stock are convertible into a maximum of 75,513 shares of Common Stock.

(8) Mr. Ferry holds 100,000 options that are exercisable into 100,000 shares of common stock at an exercise price of $4.18, of which 50% will vest on September 1, 2021

and the balance which will vest on September 1, 2022.

(9) Mr.  Goldfarb  owns  5,027  shares  of  Common  Stock,  12,799  warrants  to  purchase  shares  of  Common  Stock  with  an  exercise  price  of  $9.10,  and  2,430  warrants  to
purchase shares of Common Stock with an exercise price of $14.00 per share all of which are currently exercisable, 18,929 options to purchase Common Stock which are
currently  exercisable  at  $6.00  per  share,  and  18,929  options  to  purchase  Common  Stock  with  an  exercise  price  of  $4.74  per  share  of    which  9,465  will  fully  vest  on
January 1, 2022 and 9,465 which are currently exercisable.

(10) Kenneth Ehrman is Chairman of the Board.  He owns  11,383 shares of Common Stock and was granted 8,572 options to purchase Common Stock at $4.74 per share

which will fully vest on January 1, 2022 and 8,572 options to purchase Common Stock at $6.00 per share which are fully vested.

(11) Blair Fonda is a Director and serves as Audit Committee Chairman. Includes 11,803 shares of Common Stock and was granted 8,572 options to purchase Common Stock

at $4.74 per share which will fully vest on January 1, 2022 and 8,572 options to purchase Common Stock at $6.00 per share which are fully vested.

(12) Ned Mavrommatis is a Director and serves as Compensation Committee Chairman. He owns 4,266 shares of Common Stock and was granted 8,572 options to purchase
Common Stock at $4.74 per share which will fully vest on January 1, 2022 and 8,572 options to purchase Common Stock at $6.00 per share which are fully vested.

39

 
(13)

Includes 18,929 options to purchase shares of Common Stock with an exercise price of $6.00 granted to Ms. Weeks which are currently exercisable and a further 18,929
options to purchase Common Stock with an exercise price of $4.74 per share of which 9,465 will fully vest on January 1, 2022 and 9,465 which are currently exercisable.

Equity Compensation Plan Information

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 table below sets forth certain information as of the year ended December 31, 2020 regarding the shares of our common stock available for grant or granted under  the 2016
Plan.  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.

The following table provides equity compensation plan information as of December 31, 2020:

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

311,898    $

5.44      

9,531 

140,000     $

4.20      

N/A 

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. 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.

Administration

The  2016  Plan  is  administered  by  the  Compensation  Committee  of  the  Board,  which  currently  consists  of  two  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 had complete discretion, subject to the express limits of the 2016 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 2016 Plan. Notwithstanding the foregoing, the
Compensation Committee does not have any authority to modify an award under the 2016 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 2016 Plan provided 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. The
Company  had  reserved  a  total  of  321,429  shares  of  common  stock  for  issuance  as  or  under  awards  to  be  made  under  the  2016  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 2016 Plan.

40

 
 
 
 
   
   
 
 
   
     
     
 
   
 
   
      
      
  
   
Currently, there are twenty five identified employees (including four executive officers and directors), three non-employee directors, and up to thirty other current or future staff
members who would be entitled to receive stock options and/or shares of restricted stock under the 2016 Plan. Future new hires and additional non-employee directors and/or
consultants would be eligible to participate in the 2016 Plan as well.

Stock Options

The 2016 Plan provided 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”). Stock options could be granted on such terms and conditions as the Compensation Committee determined, provided, however, that the
per share exercise price under a stock option could 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 could not exceed 10 years (110% of such value and five years in the case of an ISO granted to an employee who owned (or was deemed to own) more than 10% of
the total combined voting power of all classes of capital stock of our Company or a parent or subsidiary of our Company. ISOs could 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 could not exceed $100,000. Any excess would have been treated as a NQSO.

Stock Appreciation Rights

A 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 could be granted in tandem with, or independently of, stock options granted under the 2016 Plan. A
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. A SAR that was not granted in tandem with a stock option is exercisable at such
times as the Compensation Committee may have specified.

Performance Shares 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.

41

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

On August 1, 2012 the Company entered into an independent contractor master services agreement (the “Services Agreement”) with Luceon, LLC, a Florida limited liability
company,  owned  by  our  Chief  Technology  Officer,  David  Ponevac.  The  Services Agreement  provides  that  Luceon  will  provide  support  services  including  management,
coordination or software development services and related services to Duos.  In January 2019, additional services were contracted with Luceon for TrueVue360 primarily for
software  development  through  the  provision  of  7  additional  full-time  contractors  located  in  Slovakia  at  a  cost  of  $16,250  for  January  initially,  rising  to  $25,583  after  fully
staffed,  per  month  starting  February  2019.    This  is  in  addition  to  the  existing  contract  of  $7,480  per  month  for  Duos  Technologies,  Inc  for  4  full-time  contractors  which
increased to $8,231 per month in June of 2019.  During 2020 efforts in reducing cost, Luceon reduced its staff for the TrueVue360 software development team from a staff of 7
to 3 full-time employees at a cost of $11,666 per month starting June 1, 2020.  The total amount expensed to Luceon for 2020 is $335,334.  

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.

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
———————
(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)

2020

2019

  $

  $

94,956     $
6,311     
—     
—     
101,267    $

94,906  
27,412  
— 
— 
122,318 

42

 
 
 
   
 
 
 
 
 
 
 
Item 15. Exhibits, Financial Statement Schedules. 

PART IV

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

4.1

4.2
4.3
4.4
4.5*
10.1

10.2

10.3

10.4

10.5

10.6
10.7

10.8

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 (incorporated herein by reference to the Registration of Securities on Form 8-A/12G/A filed on August 14, 2015)
  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 U.S.

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 U.S. 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)

  Senior Secured Note, 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 4.1 on April 6, 2016)

  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)
  Description of the Company's Securities Registered Pursuant to Section 12 of the Securities Exchange Act of 1934
  Employment Agreement, dated May 1, 2003, with Chief Executive Officer (incorporated herein by reference to the Annual Report on Form 10-K filed as

Exhibit 10.1 on April 17, 2015)

  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)

10.9
10.10

  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)

43

 
 
10.12

10.13

10.14

10.15

10.16

10.17

10.18

10.19

10.20

10.21

10.22

10.23

10.24

10.25

10.26

10.27

10.28

10.29

10.30

10.31

  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 U.S. 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 U.S. 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 U.S. 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

U.S. Securities and Exchange Commission on June 15, 2017)

  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 U.S.

Securities and Exchange Commission on June 15, 2017)

  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 U.S.

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 U.S. 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 U.S. 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 U.S. 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 U.S. Securities and Exchange

Commission on November 29, 2017)

  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 22, 2017).

  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)

  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)

10.32*
14.1
21
31.1 *
31.2 *

  Employment Agreement, dated as of September 1, 2020, between Duos Technologies Group, Inc. and Charles P. Ferry.
  Code of Ethics (incorporated by reference to the Company’s Form 10-K filed on April 15, 2019)
  List of Subsidiaries (incorporated by reference to the Company’s Form 10-K filed on April 1, 2016)
  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.

44

 
  
  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.
  Audit Committee Charter (incorporated by reference to the Company’s Form 10-K filed on April 15, 2019)
  Compensation Committee Charter (incorporated by reference to the Company’s Form 10-K filed on April 15, 2019)
  Corporate Governance and Nominating Committee Charter (incorporated by reference to the Company’s Form 10-K filed on April 15, 2019)
  XBRL Instance Document
  XBRL Taxonomy Extension Schema
  XBRL Taxonomy Extension Calculation Linkbase
  XBRL Taxonomy Extension Definition Linkbase
  XBRL Taxonomy Extension Label Linkbase
  XBRL Taxonomy Extension Presentation Linkbase

32.1 **
32.2 **
99.1
99.2
99.3
101.INS *
101.SCH *
101.CAL *
101.DEF *
101.LAB *
101.PRE *
———————
*
**

filed herewith
furnished herewith

Item 16.
Form 10-K Summary  

Not applicable

45

 
 
Pursuant to the requirements 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: March 30, 2021

Date: March 30, 2021

DUOS TECHNOLOGIES GROUP, INC.

By:

/s/ Charles P. Ferry
Charles P. Ferry
Chief Executive Officer

By:

/s/ Adrian G. Goldfarb
Adrian G. Goldfarb
Chief Financial Officer 

Pursuant to requirements with 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 

  Chief Executive Officer and Director

 (Principal Executive Officer)

/s/ Adrian G. Goldfarb
Adrian G. Goldfarb

  Chief Financial Officer

(Principal Financial Officer)

/s/ Kenneth Ehrman
Kenneth Ehrman

/s/ Blair M. Fonda
Blair M. Fonda

/s/ Edmond L Harris
Edmond L. Harris

/s/ Ned Mavrommatis
Ned Mavrommatis

  Chairman

  Director

  Director

  Director

46

  Date

  March 30, 2021

  March 30, 2021

  March 30, 2021

  March 30, 2021

  March 30, 2021

  March 30, 2021

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
INDEX TO FINANCIAL STATEMENTS

Report of Independent Registered Public Accounting Firm

Consolidated Balance Sheets as of December 31, 2020 and 2019

Consolidated Statements of Operations for the Years Ended December 31, 2020 and 2019

Consolidated Statements of Changes in Stockholders’ Equity (Deficit) for the Years Ended December 31, 2020 and 2019

Consolidated Statements of Cash Flows for the Years Ended December 31, 2020 and 2019

Notes to Consolidated Financial Statements

F-2 

F-4 

F-6 

F-7 

F-8 

F-10  

F-1

 
   
 
   
  
   
 
   
  
   
 
   
  
   
 
   
  
   
 
   
  
   
 
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, 2020 and 2019, the
related consolidated statements of operations, changes in stockholders’ equity (deficit) and cash flows for each of the two years in the period ended December 31, 2020 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, 2020 and 2019, and the consolidated results of its operations and its cash flows for each of the two years in
the period ended December 31, 2020, 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

 
 
Going Concern

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 entity to continue as a going concern for a reasonable period of time.  

However, management believes that cash raises through an underwritten offering for $8.1 million in 2020 and the issuance of Series C Convertible Preferred Stock for $4.5
million in the 1st quarter of 2021, created a cash balance and positive working capital alleviates the substantial doubt related to going concern and the need for a going concern
risk disclosure.

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 including comparison to prior year
results, 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)  Confirmed  cash  balances  as  of  December  31,  2020  with  the  banks  and  tested  management’s  bank  reconciliations,  (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 agreed with management’s
assessment that the going concern risk is alleviated and a liquidity footnote would be sufficient.

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

As  described  in  footnote  1,  “Revenue  Recognition  –  Technology  Systems”  and  footnote  9,  “Contract Accounting”  to  the  consolidated  financial  statements,  the  Company
recognizes revenue over time using a cost-based input methodology in which significant judgment is required to 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 costs and estimated earnings in excess of billings and/or cash received on uncompleted contracts accounted for under the percentage of completion contract method.
Contract liabilities on uncompleted contracts represent billings and/or cash received that exceed accumulated 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 judgments regarding forecasts of total estimated costs to
complete projects involves a high degree of subjectivity.

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
comparing them to historical information, year to date current information and other supporting contracts or information, (b) agreed cost details to supporting documents, (c)
confirmed billings with customers and/or tracing cash receipts to bank statements, (d) computed the revenue earned and recognized, (e) computed the contract asset or liability
and (f) performed ratio analysis and gross margin comparisons on a sample of technology systems revenues.

/s/ Salberg & Company, P.A.
SALBERG & COMPANY, P.A.

We have served as the Company’s auditor since 2013
Boca Raton, Florida
March 30, 2021

F-3

 
CURRENT ASSETS:

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

Total Current Assets

Property and equipment, net
Operating lease right of use asset

OTHER ASSETS:

Software Development Costs, net
Patents and trademarks, net
Total Other Assets

TOTAL ASSETS

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
CONSOLIDATED BALANCE SHEETS

ASSETS

See accompanying notes to the consolidated financial statements.

F-4

  December 31,
2020

    December 31,

2019

  $

3,969,100    $
1,244,876     
102,458     
486,626     

56,249  
2,611,608 
1,375,920 
716,598 

5,803,060     

4,760,375 

342,180     
196,144     

260,181 
430,146 

—     
64,415      
64,415      

20,000  
61,598  
81,598  

  $

6,405,799    $

5,532,300 

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

LIABILITIES AND STOCKHOLDERS' EQUITY (DEFICIT)

CURRENT LIABILITIES:

Accounts payable
Accounts payable - related parties
Notes payable - financing agreements
Notes payable - related parties, net of discounts
Line of credit
Payroll taxes payable
Accrued expenses
Current portion-equipment financing agreements
Current portion-operating lease obligations
Current portion-SBA loan
Contract liabilities
Deferred revenue

Total Current Liabilities

Equipment financing payable, less current portion
Operating lease obligations, less current portion
SBA loan, less current portion

Total Liabilities

Commitments and Contingencies (Note 11)

STOCKHOLDERS' EQUITY (DEFICIT):

  December 31,
2020

    December 31,

2019

  $

599,317    $
7,700     
42,942      
—     
—     
3,146     
1,038,092     
89,620      
202,797     
627,465     
709,553     
315,370     

2,641,437 
12,791  
42,299  
905,373 
27,615  
115,111 
393,272 
45,072  
239,688 
— 
8,661 
936,428 

3,636,002     

5,367,747 

103,184     
—     
782,805     

89,026  
202,797 
— 

4,521,991     

5,659,570 

Preferred stock: $0.001 par value, 10,000,000 authorized, 9,485,000 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, 2020 and December 31, 2019, convertible into common stock at $6.30 per share

Series B convertible preferred stock, $1,000 stated value per share, 15,000 shares designated; 1,705 and 1,705 issued and outstanding at

December 31, 2020 and December 31, 2019, convertible into common stock at $7 per share

Common  stock:  $0.001  par  value;  500,000,000  shares  authorized,  3,535,339  and  1,982,039  shares  issued,  3,534,015  and  1,980,715  shares

—     

— 

1,705,000     

1,705,000 

outstanding at December 31, 2020 and December 31, 2019, respectively

Additional paid-in capital
Total stock & paid-in-capital
Accumulated deficit
Sub-total
Less: Treasury stock (1,324 shares of common stock at December 31, 2020 and December 31, 2019)

3,536     

1,982 
    39,820,874       31,063,915  
    41,529,410       32,770,897  
    (39,488,150)     (32,740,715)
30,182  
(157,452 )

2,041,260     
(157,452 )    

Total Stockholders' Equity (Deficit)

Total Liabilities and Stockholders' Equity (Deficit)

1,883,808     

(127,270 )

  $

6,405,799    $

5,532,300 

See accompanying notes to the consolidated financial statements.

F-5

 
 
 
 
 
   
 
   
      
  
 
   
      
  
   
      
  
   
   
   
   
   
   
   
   
   
   
   
 
   
      
  
   
 
   
      
  
   
   
   
 
   
      
  
   
 
   
      
  
   
      
  
 
   
      
  
   
      
  
   
      
  
   
   
   
   
   
 
     
       
 
   
 
   
      
  
REVENUES:

Technology systems
Technical support
Consulting services
AI technologies

Total Revenues

COST OF REVENUES:
Technology systems
Technical support
Consulting services
AI technologies

Total Cost of Revenues

GROSS PROFIT

OPERATING EXPENSES:

Sales & marketing
Engineering
Research and development
Administration
AI technologies

Total Operating Expenses

LOSS FROM OPERATIONS

OTHER INCOME (EXPENSES):

Interest Expense
Other income, net

Total Other Income (Expenses)

NET LOSS

Basic & Diluted Net Loss Per Share

Weighted Average Shares-Basic & Diluted

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

See accompanying notes to the consolidated financial statements.

F-6

For the Years Ended
December 31,

2020

2019

  $

4,956,130    $
1,801,043     
273,604     
1,008,671     

11,963,438  
1,377,459 
300,418 
— 

8,039,448     

13,641,315  

3,665,493     
1,109,741     
117,004     
360,817     

6,510,658 
528,966 
120,253 
— 

5,253,055     

7,159,877 

2,786,393     

6,481,438 

717,809     
1,358,925     
1,022,188     
5,011,913     
1,309,986     

950,962 
1,254,235 
1,479,334 
3,987,941 
1,215,488 

9,420,821     

8,887,960 

(6,634,428)    

(2,406,522)

(150,137 )    
37,130      

(69,322)
4,962 

(113,007 )    

(64,360)

  $

  $

(6,747,435)   $

(2,470,882)

(2.03)   $

(1.39)

3,320,193     

1,781,704 

 
 
 
 
 
 
 
 
 
   
 
 
 
 
   
 
 
 
 
   
 
 
   
   
   
 
   
      
  
   
 
   
      
  
   
      
  
   
   
   
   
 
   
      
  
   
 
   
      
  
   
 
   
      
  
   
      
  
   
   
   
   
   
 
   
      
  
   
 
   
      
  
   
 
   
      
  
   
      
  
   
   
 
   
      
  
   
 
   
      
  
 
   
      
  
 
   
      
  
   
DUOS TECHNOLOGIES GROUP, INC.
CONSOLIDATED STATEMENTS OF CHANGES IN STOCKHOLDERS' EQUITY (DEFICIT)
For the Years Ended December 31, 2020 and 2019

Preferred Stock

Common Stock

# of Shares

Amount

# of Shares

Amount

Additional
    Paid-in-Capital    

    Accumulated    
Deficit

Treasury
Stock

Total

Balance December 31, 2019
Common stock issued for cash and warrants
Modification of employee stock options
Stock options granted to employees
Stock issuance cost
Common stock issued for services
Net loss for the year ended December 31, 2020
Balance December 31, 2020

1,705    $ 1,705,000       1,982,039    $
1,542,188     
—     
—     
—     
11,112     
—     
3,535,339    $

—     
—     
—     
—     
—     
—     
1,705    $ 1,705,000     

—     
—     
—     
—     
—     
—     

1,982    $ 31,063,915    $(32,740,715)   $
—     
1,542     
9,251,586     
—     
—     
102,800     
—     
—     
351,970     
—     
—     
(1,001,885)    
—     
12     
52,488     
(6,747,435)    
—     
—     
3,536    $ 39,820,874    $(39,488,150)   $

(157,452)   $
—     
—     
—     
—     
—     
—     

(127,270)
9,253,128 
102,800 
351,970 
(1,001,885)
52,500 
(6,747,435)
(157,452)   $ 1,883,808 

Balance December 31, 2018
Common stock issued for warrants exercised
Common stock issued for cash less warrants exercised
Stock options granted to employees
Stock repurchase
Stock issuance cost
Series B convertible preferred converted to common stock
Common stock issued for services
Debt discount from warrants issued with promissory note
Net loss for the year ended December 31, 2019
Balance December 31, 2019

—     
—     
—     
—     
—     
(1,125)    
—     
—     
—     

2,830    $ 2,830,000     
—     
—     
—     
—     
—     
(1,125,000)    
—     
—     
—     
1,705    $ 1,705,000     

1,505,883    $
301,042     
9,878     
—     
—     
—     
160,713     
4,523     
—     
—     
1,982,039    $

1,505    $ 27,416,802    $(30,269,833)   $
—     
2,317,718     
—     
(10)    
—     
44,874     
—     
—     
—     
(20,000)    
—     
1,124,839     
—     
32,913     
—     
146,779     
(2,470,882)    
—     
1,982    $ 31,063,915    $(32,740,715)   $

302     
10     
—     
—     
—     
161     
4     
—     
—     

(149,459)   $
—     
—     
—     
(7,993)    
—     
—     
—     
—     
—     
(157,452)   $

(170,985)
2,318,020 
— 
44,874 
(7,993)
(20,000)
— 
32,917 
146,779 
(2,470,882)
(127,270)

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:

Bad debt expense (recovery)
Depreciation and amortization
Stock based compensation
Modification of employee stock options
Interest expense related to debt discounts
Amortization of operating lease right of use asset

Changes in assets and liabilities:

Accounts receivable
Contract assets
Prepaid expenses and other current assets
Accounts payable
Related payable-related party
Payroll taxes payable
Accrued expenses
Operating lease obligation
Contract liabilities
Deferred revenue

Net cash used in operating activities

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

Net cash used in investing activities

Cash flows from financing activities:

Repurchase of common stock
Repayments of line of credit
Repayments of related party notes
Stock issuance costs
Repayments of notes payable
Repayments of insurance and equipment financing

Repayment of finance lease
Proceeds from SBA loan
Proceeds from notes payable-related parties
Proceeds from notes payable
Proceeds from equipment leasing
Proceeds from common stock issued
Proceeds from warrants exercised

Net cash provided by financing activities

Net increase (decrease) in cash
Cash, beginning of period
Cash, end of period

See accompanying notes to the consolidated financial statements.

F-8

For the Years Ended
December 31,

2020

2019

  $ (6,747,435)   $ (2,470,882)

(3,217 )    
222,514     
351,970     
102,800     
94,627      
234,001     

220,405 
184,620 
44,874  
— 
64,652  
214,100 

1,369,949     
1,273,462     
491,598     
(2,042,118)    
(5,091 )    
(111,965 )    
697,320     
(239,688 )    
700,892     
(621,058 )    

(1,293,219)
(167,316 )
(174,202 )
1,224,720 
(682)
(202,462 )
203,861 
(201,761 )
(2,240,168)
573,900 

(4,231,439)    

(4,019,560)

(8,185 )    
(279,146 )    

(13,095)
(206,480 )

(287,331 )    

(219,575 )

—     
(27,615)    
—     
(1,001,885)    
(1,000,000)    
(260,983 )    
(62,931)    

1,410,270     
—     
—     
121,637     
9,253,128     
—     

(7,993 )
(3,586 )
(80,000)
(20,000)
(262,500 )
(266,134 )
(24,652)

— 
1,080,000 
250,000 
102,928 
— 
2,318,020 

8,431,621     

3,086,083 

3,912,851     
56,249      
3,969,100    $

(1,153,052)
1,209,301 
56,249  

  $

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

Supplemental Disclosure of Cash Flow Information:

Interest paid

Supplemental Non-Cash Investing and Financing Activities:

Common stock issued for accrued BOD fees
Lease right of use asset and liability
Note issued for financing of insurance premiums
Debt discount on Notes issued
Note issued for equipment financing lease
Relative fair value of warrant recorded as debt discount

See accompanying notes to the consolidated financial statements.

F-9

For the Years Ended
December 31,

2020

2019

  $

33,698     $

6,320 

  $
  $
  $
  $
  $
  $

52,500     $
—    $
261,626    $
—    $
—    $
—    $

32,917  
644,245 
260,103 
12,500  
55,822  
146,779 

 
 
 
 
 
 
 
 
 
   
 
 
 
 
   
 
 
   
      
  
 
   
      
  
   
      
  
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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

Nature of Operations

Duos  Technologies  Group,  Inc.  (the  “duostech  Group”),  through  its  operating  subsidiaries,  Duos  Technologies,  Inc.  (“duostech”)  and  TrueVue360,  Inc.  (“TrueVue360”),
collectively  the  (“Company”)  develops  and  deploys  cutting-edge  technologies  that  will  help  to  transform  precision  railroading,  logistics  and  inter-modal  transportation
operations.  Additionally, these unique patented solutions can be employed into many other industries.

The Company has developed the Railcar Inspection Portal (RIP) that provides both freight and transit railroad customers and select government agencies the ability to conduct
fully remote railcar inspections of trains while they are in transit.  The system, which incorporates a variety of sophisticated optical technologies, illumination and other sensors,
scans  each  passing  railcar  to  create  an  extremely  high-resolution  image  set  from  a  variety  of  angles  including  the  undercarriage.    These  images  are  then  processed  through
various methods of artificial intelligence algorithms to identify specific defects and/or areas of interest on each railcar.  This is all accomplished within seconds of a railcar
passing  through  our  portal.    This  solution  has  the  potential  to  transform  the  railroad  industry  immediately  increasing  safety,  improving  efficiency  and  reducing  costs.    The
Company has successfully deployed this system with several Class 1 railroad customers and anticipates an increased demand in the future.   Government agencies can conduct
digital  inspections  combined  with  the  incorporated AI  to  improve  rail  traffic  flow  across  borders  which  also  directly  benefits  the  Class  1  railroads  through  increasing  their
velocity.

The Company has also developed the Automated Logistics Information System (ALIS) which automates and reduces/removes personnel from gatehouses 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, significantly improve operations, and security and importantly dramatically improves the vehicle throughput on each
lane the technology is deployed.

The Company has built a portfolio of IP and patented solutions that creates “actionable intelligence” using two core native platforms called centraco® and praesidium®.   All
solutions provided include a variant of both applications.  Centraco is designed primarily as the user interface to all our systems as well as the backend connection to third-party
applications  and  databases  through  both Application  Programming  Interfaces  (APIs)  and  Software  Development  Kits  (SDKs).    This  interface  is  browser  based  and  hosted
within each one of our systems and solutions.  It is typically also customized for each unique customer and application.  Praesidium typically resides as middleware in our
systems and manages the various image capture devices and some sensors for input into the Centraco software.

The  Company  also  developed  a  proprietary Artificial  Intelligence  (AI)  software  platform,  truevue360™  with  the  objective  of  focusing  the  Company’s  advanced  intelligent
technologies in the areas of AI, deep machine learning and advanced multi-layered algorithms to further support our solutions.

The Company also provides professional and consulting services for large data centers and has been developing a system for the automation of asset information marketed as
dcVue™.  The Company is now deploying its dcVue software. This software is used by Duos’ consulting auditing teams. dcVue is based upon the Company’s OSPI patent
which was awarded in 2010. The Company offers dcVue available for license to our customers as a licensed software product.

The Company’s strategy is to deliver operational and technical excellence to our customers, expand our RIP and ALIS solutions into current and new customers focused in the
Rail, Logistics and U.S. Government Sectors, offer both CAPEX and OPEX pricing models to customers that increases recurring revenue, backlog and improves profitability,
responsibly grow the business both organically and through selective acquisitions, and finally promote a performance-based work force where employees enjoy their work and
are incentivized to excel and remain with the Company.

Basis of Presentation

The  accompanying  consolidated  financial  statements  have  been  prepared  in  accordance  with  accounting  principles  generally  accepted  in  the  United  States  of  America
(“GAAP”).

F-10

  
  
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

Reverse Stock Split

All share and per share amounts have been presented to give retroactive effect to a 1-for-14 reverse-stock split that occurred in January 2020.

Reclassifications

The Company reclassified certain operating expenses for the year ended December 31, 2019 to conform to 2020 classification.  There was no net effect on the total operating
expenses of such reclassification.

The following table reflects the reclassification adjustment effect for the year ended December 31, 2019:

Before
Reclassification
  For the Year Ended  
December 31,
2019

OPERATING EXPENSES:
Selling and marketing expenses
Salaries, wages and contract labor
Research and development
Professional fees
General and administrative expenses

  $

421,535 
5,570,140 
431,425 
252,825 
2,212,035 

  Sales and marketing
  Engineering
  Research and development
  AI technologies
  Administration

After
Reclassification
  For the Year Ended  
December 31,
2019

  $

950,962 
1,254,235 
1,479,334 
1,215,488 
3,987,941 

Total Operating Expenses

  $

8,887,960 

  $

8,887,960 

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 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, 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, estimates of the valuation of right of use assets and corresponding lease liabilities 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, 2020, balance in one financial institution exceeded federally insured limits by approximately $3,490,000.

F-11

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
         
   
 
   
   
   
   
   
   
   
   
                                                              
   
 
 
 
                                                              
   
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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, 2020 two customers accounted for 45% and 23% of revenues. For the year ended December 31, 2019, three customers accounted for 48%,
13% and 10% 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.  Each of the customers referenced has the following termination provisions:

·

·

For Customer 1, termination can be made, prior to delivery of products or services, in the case where either party breach any of its obligations under the agreement with
the Company. The other party may terminate the agreement effective fifteen (15) Business Days following notice from the non-defaulting party, if the non-performance
has not been cured within such period, and without prejudice to damages that could be claimed by the non-defaulting party. Either party may terminate the agreement if
the  other  party  becomes  unable  to  pay  its  debts  in  the  ordinary  course  of  business;  goes  into  liquidation  (other  than  for  the  purpose  of  a  genuine  amalgamation  or
restructuring); has a receiver appointed over all or part of its assets; enters into a composition or voluntary arrangement with its creditors; or any similar event occurs in
any jurisdiction, all to the extent permitted by law.

For  Customer  2,  prior  to  delivery  of  products  or  services,  either  party  may  terminate  the  agreement  with  the  Company  upon  the  other  party’s  material  breach  of  a
representation,  warranty,  term,  covenant  or  undertaking  in  the  agreement  if,  within  thirty  (30)  days  following  the  delivery  of  a  written  notice  to  the  defaulting  party
setting forth in reasonable detail the basis of such default, the defaulting party has not rectified such default to the reasonable satisfaction of the non-defaulting party.
Failure to perform due to a force majeure condition shall not be considered a material default under the agreement.

At December 31, 2020, two customers accounted for 56% and 30% of accounts receivable. At December 31, 2019, two customers accounted for 68% 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 51% and 59% of revenue in 2020 and 2019, respectively, is generated from customers outside of the United States.

Significant Vendors and Concentration of Credit Risk

At December 31, 2020, one vendor accounted for 36% of accounts payable. At December 31, 2019, three vendors accounted for 15%, 13% and 12% of accounts payable.  

One supplier accounted for approximately 11% of total purchases for the year ended December 31, 2020. One supplier accounted for approximately 28% of total purchases for
the year ended December 31, 2019.  

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.

F-12

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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 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 expense, 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

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 accounts, 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.

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.

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.

F-13

 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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 value 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 all projects. If any parts are defective they are replaced under our vendor warranty
which is usually 12 to36 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, 2020 and 2019, 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

Technology Systems

As of January 1, 2018, the Company adopted Accounting Standards Update (“ASU”) 2014-89, 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 unrecognized 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 our revenue contracts with customers based on the five-step model under ASC 606:

1.
2.
3.
4.
5.

Identify the contract with the customer;
Identify the performance obligations in the contract;
Determine the transaction price;
Allocate the transaction price to separate performance obligations; and
Recognize revenue when (or as) each performance obligation is satisfied.

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
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.

F-14

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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.  (see Note 9)

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.

Technical Support

Maintenance  and  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 as the services are provided. Revenue for maintenance and
technical support provided on an extended-term basis is recognized ratably over the term of the contract.

For  sales  arrangements  that  do  not  involve  multiple  elements  such  as  professional  services,  which  are  of  short-term  duration,  revenues  are  recognized  when  services  are
completed.

Consulting Services

The  Company  recognizes  revenue  from  its  IT  asset  management  business  in  accordance  with  the  Financial  Accounting  Standards  Board  (FASB)  Accounting  Standards
Codification  (ASC)  985-605-25  which  addresses  revenue  recognition  for  the  software  industry.  The  general  criteria  for  revenue  recognition  under ASC  985-605  for  our
Company,  which  sells  software  licenses,  which  do  not  require  any  significant  modification  or  customization,  is  that  revenue  is  recognized  when  persuasive  evidence  of  an
arrangement exists, delivery has occurred, the fee is fixed or determinable and collectability is probable.

The Company’s IT asset management business generates revenues from three sources: (1) Professional Services (consulting and auditing), (2) Software licensing with optional
hardware sales and (3) Customer Service (training and maintenance support).

For sales arrangements that do not involve multiple elements: 

(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

F-15

 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

(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.

AI Technologies

The Company has begun to derive revenue from applications that incorporate artificial intelligence (AI) in the form of predetermined algorithms to provide important operating
information  to  the  users  of  our  systems.    The  revenue  generated  from  these  applications  of AI  consists  of  an  annual  application  maintenance  fee  which  will  be  recognized
ratably over the year, plus fees for the design, development, testing and incorporation of new algorithms into the system which will be recognized upon completion of each
deliverable.

Deferred Revenue

Deferred revenues represent billings or cash received in excess of revenue recognizable on service agreements that are not accounted for under the percentage of completion
method. At December 31, 2020 and 2019, the balance of deferred revenue was $315,370 and $936,428, respectively. The amounts will be recorded to revenue over the next 12
months.

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:
Turnkey, engineered projects;
Associated maintenance and support services;
Licensing and professional services related to auditing of data center assets;
Predetermined algorithms to provide important operating information to the users of our systems.

a.
b.
c.
d.

2.
3.
4.

We currently operate in North America including the United States, Mexico and Canada.
Our customers include rail transportation, commercial, petrochemical, government, banking and IT suppliers.
Our contracts are fixed price and fall into two duration types:

a.
b.

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

5.

Our goods and services are transferred over time.

F-16

Quantitative:  

Segments
Primary Geographical Markets
North America

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

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

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

For the Year Ended December 31, 2020

Rail

    Commercial     Petrochemical    Government     Banking

IT 
Suppliers

Artificial 
Intelligence    

Total

  $ 5,558,405    $

298,705    $

23,951    $

687,293    $

188,819    $

273,604    $ 1,008,671    $ 8,039,448 

  $ 4,131,155    $
1,427,250     
—     
—     
—     
  $ 5,558,405    $

59,616    $
239,089     
—     
—     
—     
298,705    $

33,363    $
(9,412)    
—     
—     
—     
23,951    $

599,481    $
87,812     
—     
—     
—     
687,293    $

132,515    $
56,304     
—     
—     
—     
188,819    $

—    $
—     
266,449     
7,155     
—     

—    $ 4,956,130 
—      1,801,043 
266,449 
—     
7,155 
—     
1,008,671      1.008,671 
273,604    $ 1,008,671    $ 8,039,448 

  $ 4,131,155    $
1,427,250     
  $ 5,558,405    $

59,616    $
239,089     
298,705    $

33,363    $
(9,412)    
23,951    $

599,481    $
87,812     
687,293    $

132,515    $
56,304     
188,819    $

273,604    $ 1,008,671    $ 6,238,405 
—      1,801,043 
273,604    $ 1,008,671    $ 8,039,448 

—     

F-17

 
   
   
 
     
       
       
       
       
       
       
       
 
 
   
      
      
      
      
      
        
     
  
   
      
      
      
      
      
        
     
  
   
   
   
   
 
 
   
      
      
      
      
      
        
     
  
   
      
      
      
      
      
        
     
  
   
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

For the Year Ended December 31, 2019

Rail

    Commercial     Petrochemical    Government    

Banking

    IT Suppliers    

Total

  $ 11,201,794    $

465,782    $

99,841    $

201,659    $

1,371,821    $

300,418    $ 13,641,315 

  $ 10,020,318    $
1,181,476     
—     
—     
  $ 11,201,794    $

422,230    $
43,552     
—     
—     
465,782    $

70,545    $
29,296     
—     
—     
99,841    $

88,723    $
112,936     
—     
—     
201,659    $

1,361,622    $
10,199     
—     
—     
1,371,821    $

—    $ 11,963,438 
1,377,459 
—     
246,658 
246,658     
53,760     
53,760 
300,418    $ 13,641,315 

  $ 10,020,318    $
1,181,476     
  $ 11,201,794    $

422,230    $
43,552     
465,782    $

70,545    $
29,296     
99,841    $

88,723    $
112,936     
201,659    $

1,361,622    $
10,199     
1,371,821    $

300,418    $ 12,263,856 
1,377,459 
300,418    $ 13,641,315 

—     

Segments
Primary Geographical Markets
North America

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

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

Advertising

The Company expenses the cost of advertising. During the years ended December 31, 2020 and 2019, there were no advertising costs.

Stock Based Compensation

The Company accounts for 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  employee  stock  options,  restricted  stock  units,  and  employee  stock
purchases based on estimated fair values.

Determining Fair Value Under ASC 718-10

The Company estimates the fair value of stock options granted using the Black-Scholes option-pricing formula. This fair value is then amortized on a straight-line basis 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 the number of highly subjective variables.

The Company estimates volatility based upon the historical stock price of the Company and estimates the expected term for employee 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.

F-18

 
 
 
 
     
     
     
     
     
     
 
 
 
 
      
      
      
      
      
      
  
 
 
      
      
      
      
      
      
  
 
 
 
 
 
 
 
 
 
 
      
      
      
      
      
      
  
 
 
      
      
      
      
      
      
  
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

The  Company  evaluates  all  significant  tax  positions  as  required  by ASC  740. As  of  December  31,  2020,  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 2017, 2018 and 2019 remain open for potential audit.

Earnings (Loss) Per Share

Basic earnings per share (EPS) are computed by dividing 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  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, 2020, there was an aggregate of 1,587,553 outstanding warrants to purchase shares of common stock. At December
31, 2020, there was an aggregate of 451,898 employee stock options to purchase shares of common stock. Also, at December 31, 2020, 243,571 common shares were issuable
upon conversion of Series B Convertible Preferred Stock, all of which were excluded from the computation of dilutive earnings per share because their inclusion would have
been anti-dilutive.

Leases

In  February  2016,  the  Financial Accounting  Standards  Board  (“FASB”)  issued ASU  2016-02, Leases  (Topic  842).  The  updated  guidance  requires  lessees  to  recognize  lease
assets and lease liabilities for most operating leases. In addition, the updated guidance requires that lessors separate lease and non-lease components in a contract in accordance
with the new revenue guidance in ASC 606. This guidance is effective for interim and annual reporting periods beginning after December 15, 2018. The Company adopted this
guidance effective January 1, 2019.

On January 1, 2019, the Company adopted ASU No. 2016-02, applying the package of practical expedients to leases that commenced before the effective date whereby the
Company elected to not reassess the following: (i) whether any expired or existing contracts contain leases, and (ii) initial direct costs for any existing leases. For contracts
entered into on or after the effective date, at the inception of a contract the Company assessed 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 it has the right to direct the use of the asset. The Company will allocate the consideration in the contract to each lease component based
on its relative stand-alone price to determine the lease payments.

Operating lease right of use assets represents the right to use the leased asset for the lease term and operating lease liabilities are recognized based on the present value of future
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 adoption date in determining the present value of future payments. Lease expense for minimum lease payments is amortized on a straight-line
basis over the lease term and is included in general and administrative 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”).

F-19

 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

In  August  2020,  the  Financial  Accounting  Standards  Board  (“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, 2021. We plan to adopt this pronouncement for our fiscal year beginning January 1, 2022, and we do not expect
it to have a material effect on our 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.

NOTE 2 – LIQUIDITY

As reflected in the accompanying consolidated financial statements, the Company had a net loss of $6,747,435 for the year ended December 31, 2020. During the same period,
cash used in operating activities was $4,231,439. The working capital surplus and accumulated deficit as of December 31, 2020 were $2,167,058 and $39,488,150, 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 offering which was completed during the first quarter of 2020 (the “2020 Offering”).

Upon completion of the 2020 Offering, management raised sufficient working capital to meet its needs for the next 12-months without the need to raise further capital. Since
the advent of the Covid-19 pandemic, the Company has experienced a significant slowdown in closing new projects due to cautious actions by current and potential clients.  We
continue  to  be  successful  in  identifying  new  business  opportunities  and  are  focused  on  re-establishing  a  backlog  of  projects.  Most  importantly,  the  Company’s  success  in
increasing its working capital surplus after receiving proceeds from the 2020 Offering of more than $8.1 million has given us the runway required to maintain our business
strategy  overall.    In  addition,  the  Company  was  successful  in  securing  a  loan  of  $1.4  million  during  the  second  quarter  from  the  Small  Business Administration  via  the
PPP/CARES Act program which further bolstered the Company’s cash reserves. Management has been and continues to take actions including, but not limited to, elimination
of certain costs that did not contribute to short term revenue, re-aligning management 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. During February 2021, management has taken further significant actions
including reorganizing senior management and selectively improving organizational efficiency to effectively grow the business as the expected order flow resumes in 2021. (see
Note 15)

Management  believes  that,  at  this  time,  we  have  alleviated  the  substantial  doubt  for  the  Company  to  continue  as  a  going  concern.  We  are  executing  the  plan  to  grow  our
business and achieve profitability without the requirement to raise additional capital for existing operations. However, if we experience a significant increase in business in 2021
beyond current forecasts, we may require an increase in working capital in that year.  In the first quarter of 2021, the Company raised $4,500,000 from existing shareholders
through the issuance of Series C Convertible Preferred Stock (see Note 15). 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  this  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 the plan described above, generate enough revenue and to attain consistently profitable operations. Although
the current global pandemic related to the coronavirus (Covid-19) has affected our operations, and we do believe this is expected to be a long-term issue, the Company cannot
currently quantify the uncertainty related to the recent pandemic and its effects on our customers in the coming quarters. We have analyzed our cash flow under “stress test”
conditions and have determined that we have sufficient liquid assets on hand to maintain operations for at least 12 months from the date of this report.

F-20

  
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

NOTE 3 – ACCOUNTS RECEIVABLE

Accounts receivable were as follows at December 31, 2020 and  2019:

Accounts receivable
Allowance for doubtful accounts

There was bad debt (recovery) expense related to accounts receivable of (3,217) and $220,405 in 2020 and 2019, respectively.

NOTE 4 – PROPERTY AND EQUIPMENT

The major classes of property and equipment are as follow at December 31, 2020 and 2019:

Furniture, fixtures and equipment
Less: Accumulated depreciation

Depreciation expense in 2020 and 2019 was $197,146 and $159,252, respectively.

NOTE 5 – PATENTS AND TRADEMARKS

Patents and trademarks
Less: Accumulated amortization

Amortization expense in 2020 and 2019 was $5,368 and $5,368, respectively.

NOTE 6 – SOFTWARE DEVELOPMENT COSTS

    December 31,

  $

  December 31,
2020
1,244,876    $
—     
1,244,876    $

  $

2019
2,757,013 
(145,405 )
2,611,608 

  December 31,

    December 31,

2020
  $
1,569,328 
(1,227,148)    
  $
342,180 

  $

  $

2019
1,290,183 
(1,030,002)
260,181 

2020

301,770    $
(237,355 )    
64,415     $

2019

293,585 
(231,987 )
61,598  

  $

  $

In 2018, the Company capitalized $60,000, relating to the development of new software products. These software products were developed by a third party and had passed the
preliminary project stage prior to capitalization.

Software development costs
Less: Accumulated amortization

Amortization of software development costs in 2020 and 2019 was $20,000 and $20,000, respectively.

F-21

  December 31,
2020

    December 31,

2019

  $

  $

60,000     $
(60,000)    
—    $

60,000  
(40,000)
20,000  

 
 
 
 
   
 
   
 
 
 
 
 
 
 
   
 
   
 
 
 
   
 
   
 
 
 
 
 
   
 
   
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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, 2020

December 31, 2019

Principal

Interest

Principal

Interest

  $

  $

23,327      
10,457      
9,158     
—     
42,942      

7.75 %  $
5.26 %   

— 
— 

 $

28,500      
—      
13,799      
—      
42,299       

7.31 %  
6.36 %  
— 
— 

The  Company  entered  into  an  agreement  on  December  23,  2019  with  its  insurance  provider  by  issuing  a  $28,500  note  payable  (Insurance  Note  1)  for  the  purchase  of  an
insurance policy, secured by that policy with an annual interest rate of 7.31% payable in monthly installments of principal and interest totaling $2,218 through October 23,
2020.  The  policy  renewed  on  December  23,  2020  in  the  amount  of  $30,994  with  an  annual  interest  rate  of  7.75%  payable  in  monthly  installments  of  principal  and  interest
totaling $2,416 through October 23, 2021.  The balance of Insurance Note 1 as of December 31, 2020 and December 31, 2019 was $23,327 and $28,500, respectively.

The  Company  entered  into  an  agreement  on  April  15,  2019  in  the  amount  of  $51,940  with  an  annual  interest  rate  of  6.36%  payable  (Insurance  Note  2)  with  monthly
installments of principal and interest totaling $5,326 through December 15, 2019 and the Company renewed the policy on April 15, 2020 in the amount of $51,379 with an
annual interest rate of 5.26% payable in monthly installments of principal and interest totaling $5,263 through February 15, 2021. At December 31, 2020 and December 31,
2019, the balance of Insurance Note 2 was $10,457 and zero, respectively.

The Company entered into an agreement on September 15, 2019 in the amount of $13,799 with its insurance provider by issuing a note payable (Insurance Note 3) for the
purchase  of  an  insurance  policy,  secured  by  5  installment  payments.    The  Company  renewed  the  policy  on  September  15,  2020,  secured  by  12  monthly  installments. At
December 31, 2020 and December 31, 2019, the balance of Insurance Note 3 was $9,158 and $13,799, respectively.

The Company entered into an agreement on February 3, 2019 in the amount of $141,058 with an annual interest rate of 6.36% payable in monthly installments of principal and
interest totaling $14,520 (Insurance Note 4) through December 3, 2019. The policy renewed on February 3, 2020 in the amount of $109,812 with eight monthly installments of
$13,726. At December 31, 2020 and December 31, 2019, the balance of Insurance Note 4 was zero and zero, respectively.

Equipment Financing

The Company entered into an agreement on August 26, 2019 with an equipment financing company by issuing a $147,810 secured  note, with an annual interest rate of 12.72%
and payable in monthly installments of principal and interest totaling $4,963 through August 1, 2022.  The Company entered into an additional agreement on May 22, 2020 with
the same 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, 2020 and 2019, the balance of these notes was $192,804 and $134,098 respectively.

F-22

 
 
 
 
 
     
 
     
 
   
   
  
 
   
  
 
  
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

At December 31, 2020, future minimum note payments due under the equipment financing agreements are as follows:

As of December 31,

2021
2022
2023

Total minimum equipment financing payments

Less:  interest

Total equipment financing at December 31, 2020
Less: current portion of equipment financing

Long-term portion of equipment financing

Amount

106,588 
86,735  
23,515  
216,838 
(24,034)
192,804 
(89,620)
103,184 

$

$

$

$

Notes Payable – Related Parties

Payable To

Related party
Related party
Total
Less unamortized discounts
Total, net

December 31, 2020

December 31, 2019

Principal

Interest

Principal

Interest

  $

  $

—     
—     
—     
—     
—     

3% 
3% 

  $

  $

267,000   
733,000   
1,000,000     
(94,627)    
905,373     

The Company entered into an agreement with a related party on September 25, 2019 whereby the related party loaned the Company the aggregate principal amount of $267,000,
pursuant to a note, repayable on June 25, 2020. The note carried an annual interest rate of 3%. In addition, the Company issued warrants permitting the related party to purchase
for cash 11,920 shares of the Company’s common stock at a price of $7.70 per share. On June 22, 2020, the Company repaid this short-term note in the amount of $267,000.
The balance of this note as of December 31, 2020 and 2019 was zero and $267,000, respectively.

The Company entered into an agreement with a related party on September 25, 2019 whereby the related party loaned the Company the aggregate principal amount of $733,000,
pursuant to a note, repayable on June 25, 2020. The note carried an annual interest rate of 3%. In addition, the Company issued warrants permitting the related party to purchase
for cash 32,724 shares of the Company’s common stock at a price of $7.70 per share. On June 22, 2020, the Company repaid this short-term note in the amount of $733,000.
 The balance of this note as of December 31, 2020  and 2019 was zero and $733,000, respectively.

The Company determined the relative fair value between the notes and the warrants on the issue date utilizing the Bi-nominal Lattice Pricing Model for the warrants. As a
result, the Company allocated $146,779 to the warrants, which was recorded as a debt discount with an offset to additional paid in capital in the accompanying consolidated
financial statements. The fair value pricing model used the following assumptions: stock price $7.00, warrant exercise price $7.70, expected term of 5 years, expected volatility
of 86% and discount rate of 1.609%.

For  the  year  ended  December  31,  2020,  the  Company  recorded  $94,627  for  amortization  of  the  debt  discount  discussed  above  to  interest  expense  in  the  accompanying
consolidated financial statements.

Notes Payable

The  Company  entered  into  an  agreement  on August  12,  2019  with  a  shareholder  by  executing  a  short-term  $262,500  note  repayable  on  November  11,  2019.  The  note  was
issued with a 5% original issue discount and the Company received a net amount of $250,000. No other consideration was given.  On November 12, 2019, the Company repaid
the short-term note in the amount of $262,500.  The original issue discount of $12,500 was fully amortized in 2019.

F-23

 
 
 
 
 
 
 
 
 
 
 
 
 
 
   
    
  
   
 
   
     
   
   
   
   
 
 
     
    
 
     
     
     
     
 
     
    
 
     
    
 
   
   
     
    
 
   
   
 
     
    
 
   
   
 
     
    
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

Notes Payable – SBA Loan

Payable To

SBA loan
Total
Less current portion
Long-term portion

December 31, 2020

December 31, 2019

Principal

Interest

Principal

Interest

  $ 1,410,270   

1%  $

1,410,270     
(627,465 )    
782,805     

  $

  $

—     
—     
—     
—     

On April 23, 2020, the Company entered into a promissory note (the “Note”) with BBVA USA, which provides for a loan in the amount of $1,410,270 (the “Loan”) pursuant to
the Paycheck Protection Program (the “PPP”) under the Coronavirus Aid, Relief, and Economic Security Act (the “CARES Act”). The Loan has a two-year term and bears
interest at a rate of 1.00% per annum (APR 1.014%). Monthly principal and interest payments are deferred for seven months after the date of disbursement and was extended
additional six months from the date of disbursement. The Loan may be prepaid at any time prior to maturity with no prepayment penalties. The Company applied for the PPP
loan forgiveness and was granted forgiveness on February 1, 2021.  (see Note 15)

NOTE 8 – LINE OF CREDIT

The Company assumed a line of credit with Wells Fargo Bank upon merger with ISA on April 1, 2015. The line of credit provided for borrowings up to $40,000 but is now
closed. This line of credit has been paid in full as of May 5, 2020.The balance as of December 31, 2020 and December 31, 2019, was zero and $27,615, respectively, including
accrued interest.

NOTE 9 – CONTRACT ACCOUNTING

Contract Assets

Contract assets on uncompleted contracts represent costs and estimated earnings in excess of billings and/or cash received on uncompleted contracts accounted for under the
percentage of completion contract method.

At December 31, 2020 and 2019, contract assets on uncompleted contracts consisted of the following:

Costs and estimated earnings recognized
Less: Billings or cash received
Contract Assets

Contract Liabilities

2020

2019

  $ 4,152,850    $ 3,700,124 
    (4,050,392)     (2,324,204)
102,458    $ 1,375,920 
  $

Contract liabilities on uncompleted contracts represent billings and/or cash received that exceed accumulated revenues recognized on uncompleted contracts accounted for under
the percentage of completion contract method.

At December 31, 2020 and 2019, contract liabilities on uncompleted contracts consisted of the following:

Billings and/or cash receipts on uncompleted contracts
Less: Costs and estimated earnings recognized
Contract Liabilities

2020

2019

  $ 2,978,007    $
    (2,268,454)    
709,553    $
  $

35,665  
(27,004)
8,661 

F-24

 
   
    
  
   
 
   
     
   
   
   
   
 
 
     
    
 
     
     
     
     
 
     
    
 
 
     
    
 
   
   
 
     
    
 
   
   
 
     
    
 
 
 
 
 
 
   
 
 
 
 
 
 
   
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

NOTE 10 – DEFERRED COMPENSATION

As of December 31, 2020, and 2019, the Company has accrued $797,042 and $277,850, respectively, of deferred compensation relating to individual agreements with former
CEO and sales staff, which are included in the accompanying consolidated balance sheet in accrued expenses.

NOTE 11 – COMMITMENTS AND CONTINGENCIES

Delinquent Payroll Taxes Payable

The Company has subsequently paid its delinquent IRS payroll taxes and late fees. At December 31, 2020 and December 31, 2019, the payroll taxes payable balance of $3,146
and $115,111 included accrued late fees in the amount of zero and $37,210, respectively.  The remaining balance of $3,146 with the state of California will be remitted in 2021.

Licensing Agreement

In 2018, the Company had entered into a software license and configuration services agreement with a third-party vendor. The support and maintenance fees of approximately
$300,000 included support and updates to the vendor’s Gateway software and customer access to their services (including web application, mobile application, and associated
APIs) for gateway configuration, gateway monitoring and management, application configuration, application management, and automatic model updates.

Simultaneously, the Company had also entered into a SaaS agreement with the same vendor that was an Amazon AWS-hosted software service supporting the creation and
deployment of Artificial Intelligence.  It consisted of a public API, web application, iPhone application, and associated back-end services.

Consistent with the provisions of the agreements, the Company sent formal notice of termination and non-renewal of both agreements to the vendor.  The vendor confirmed the
end-of-service date effective December 31, 2019 (the “Termination Date”).  No further obligations from either party are in effect beyond the Termination Date.

Effective December 1, 2019, all Artificial Intelligence development and deployment were seamlessly transitioned to the Company’s truevue360 platform.

Operating Lease Obligations

The Company has an operating lease agreement for office space of approximately 8,308 square feet that was amended on May 1, 2016 and again on April 1, 2019, increasing
the office space to approximately 10,203 square feet, with the lease ending on October 31, 2021. The rent is subject to an annual escalation of 3%, beginning May 1, 2017.

The Company entered a new lease agreement of office and warehouse combination space of approximately 4,400 square feet on June 1, 2018 and ending May 31, 2021.  On
December 21, 2020, this lease was extended to October 31, 2021.  This additional space allows for resource growth and engineering efforts for operations before deploying to
the field.  The rent is subject to an annual escalation of 3%.

The Company now has a total of office and warehouse space of approximately 14,603 square feet.

At December 31, 2020, future minimum lease payments due under Operating Leases are as follows:

As of December 31,

2021

Total minimum operating lease payments

Less:  interest

Total lease liability at December 31, 2020

Amount

213,568 
213,568 
(10,771)
202,797 

$

$

F-25

 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

In February 2016, the FASB issued ASU No. 2016-02 Leases (Topic 842) (“ASU 2016-02”), which requires all leases with a term greater than 12 months to be recognized on
the balance sheet, while lease expenses would continue to be recognized in the statement of operations in a manner similar to current accounting guidance. We adopted ASU
2016-02 effective January 1, 2019, on a modified retrospective basis, without adjusting comparative periods presented. Effective January 1, 2019, the Company established a
right-of-use  model  (ROU)  asset  and  operating  lease  liability  in  the  amount  of  $644,245.  The  right  of  use  asset  balance  at  December  31,  2020  was  $202,797.  These  are  the
Company’s only operating leases whose term is greater than 12 months. The adoption of ASU 2016-02 did not materially affect our  consolidated statement of operations or our
consolidated statements of cash flows. We made an accounting policy election to keep leases with an initial term of 12 months or less off the balance sheet and to recognize all
lease payments for leases with a term greater than 12 months on a straight-line basis over the lease term in our unaudited consolidated statements of operations.

The current monthly lease payment is $25,098.  Rental expense for the office lease during 2020 and 2019 was $279,975 and $262,710, respectively.

Operating Leases

The  Company  has  several  non-cancelable  operating  leases,  primarily  for  equipment,  that  expire  over  the  next  year.  Minimum  rent  payments  under  operating  leases  are
recognized on a straight-line basis over the term of the lease. Rental expense for operating leases during 2020 and 2019 was $21,341 and $12,104, respectively.

FP Mailing
Brewsmart Beverage/A. Antique Coffee Services
New Lane
Canon
Apple Financial Services
Ring Power
Ascentium Leasing
NFS Leasing
Total  rent expense

Executive Severance Agreement

  Year Ended December 31,

2020

2019

  $

  $

375     $
320      
1,800     
10,144      
5,018     
1,688     
1,060     
936      
21,341     $

372  
235  
500  
10,997  
— 
— 
— 
— 
12,104  

On April 1, 2018, the Company entered into an employment agreement (the “Arcaini Employment Agreement”) with Gianni B. Arcaini, pursuant to which Mr. Arcaini served as
Chief  Executive  Officer  and  Chairman  of  the  Board  of  Directors  of  the  Company.  Under  the Arcaini  Employment Agreement,  Mr. Arcaini  was  paid  an  annual  salary  of
$249,260 and an annual car allowance of $18,000. In addition, as incentive-based compensation, Mr. Arcaini was entitled to 1% of annual gross revenues of the Company and
its subsidiaries. The Arcaini Employment Agreement had an initial term through March 31, 2020, subject to renewal for successive one-year terms unless either party gave
notice of that party’s election to not renew to the other at least 60 days prior to the expiration of the then-current term. The Arcaini Employment Agreement was approved by the
Compensation Committee.

As  previously  disclosed,  on  July  10,  2020,  the  Company  announced  that  Mr.  Arcaini  would  retire  from  these  positions,  effective  as  of  September  1,  2020  (the  “CEO
Transition”). In order to facilitate a transition of his duties, the Company and Mr. Arcaini entered into a separation agreement which became effective as of July 10, 2020 (the
“Separation Agreement”). Pursuant to the Separation Agreement, Mr. Arcaini’s employment with the Company  ended  on  September  1,  2020  and  he  will  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 contains
confidentiality, non-disparagement and non-solicitation covenants and a release of claims by Mr. Arcaini who continued to serve as Chairman of the Board of Directors of the
Company.    The  Corporate  Governance  and  Nominating  Committee  did  not  submit  Mr.  Arcaini  for  re-election  as  a  director  and  on  November  19,  2020  at  the  Annual
Shareholders meeting a new non-Executive Chairman was appointed.

F-26

 
 
 
 
   
 
   
   
   
   
   
   
   
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

In accordance with the Separation Agreement the Company will pay to Mr. Arcaini the total sum of $747,788. Notwithstanding the foregoing, the status of Mr. Arcaini as a
“Specified  Employee”  as  defined  in  Internal  Revenue  Code  Section  409A  has  the  effect  of  delaying  any  payments  to  Mr. Arcaini  under  the  Separation Agreement  for  six
months after the Separation Date. 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 will continue to pay him in bi-weekly installments for 30 months thereafter, as contemplated in the Arcaini Employment Agreement.  In addition, the
Company will pay one-half of Mr. Arcaini’s current life insurance premiums for 36 months of approximately $1,200 and provide and pay for his health insurance for 18 months
following the Separation Date of approximately $1,700. Unvested options in the amount of 50,358 became exercisable and vested in their entirety on the Separation Date valued
at  $95,127.  The  Company  made  payment  of  his  attorneys’  fees  for  legal  work  associated  with  the  negotiation  and  drafting  of  the  Separation Agreement  of  approximately
$17,000.

NOTE 12 – 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 at December 31, 2020 and 2019 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, 2020 and 2019
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, 2020 and 2019 were as follows:

Deferred Tax Assets:
Net operating loss carryforward
Intangible assets
Allowance for bad debt

Valuation allowance
Net deferred tax assets

Years Ended December 31,

2020

  $ (1,416,961)   $
(242,908 )    
135,152     
1,524,717     
—    $

  $

2019
(518,885 )
(88,952)
26,943 
580,894 
— 

December 31,

2020

2019

  $

  $

6,807,482    $
31,841      
—     
6,839,323     
(6,839,323)    
—    $

5,224,941 
53,995  
35,670  
5,314,606 
(5,314,606)
— 

The  gross  operating  loss  carryforward  was  approximately  $27,672,692  and  $21,403,666  at  December  31,  2020  and  2019,  respectively.  The  Company  provided  a  valuation
allowance equal to the deferred income tax assets for the years ended December 31, 2020 and 2019 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 $1,524,717 in 2020.

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 $2,409,245 from the period following the Act’s effective date can be carried forward indefinitely within the annual usage
limitations.

F-27

 
 
 
 
     
       
 
 
     
       
 
 
 
 
 
 
   
 
   
   
   
 
 
 
     
       
 
 
 
 
 
 
   
 
     
       
 
   
   
 
   
   
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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 2019, 2018 and 2017 Corporate Income Tax Returns
are subject to Internal Revenue Service examination.

NOTE 13 – STOCKHOLDERS’ EQUITY (DEFICIT)

2016 Equity Plan

On March 11, 2016, the Board adopted the  2016 Equity Incentive Plan (the “2016 Plan”) and the shareholders approved the 2016 Plan during the annual shareholders meeting
on April 21, 2016. On May 27, 2016, the Company filed a registration statement for the securities planned to be issued under the plan which became effective at that date.

The “2016 Plan” provided for the issuance of up to 16,327 shares of our common stock. The purpose of the 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. In March 2018, the Board of Directors
approved an increase in the total amount of shares or share equivalents that could be issued under the 2016 Plan to 178,572. On July 31, 2019, the shareholders approved an
increase in the total maximum amount issuable under the 2016 Plan to 321,429.

On April 23, 2018, the Company issued a total of 160,152 incentive stock options to certain employees and directors under the 2016 Plan. In 2019, the Company issued an
additional 17,144 options for two directors who joined the board and a former officer forfeited 14,286 options.  On April 1, 2020, the Company cancelled and re-issued 160,866
existing non-qualified options to key staff members, officers and directors which had an exercise price of $14.00 per share with a reduced exercise price of $6.00 per share.  In
addition, a further 149,424 options were issued to key staff members, officers and directors with an exercise price of $4.74 per share and 536 options were forfeited    From
September to December 2020, 140,000 options  with strike prices ranging from $4.18 to $4.35 were issued the Company’s new CEO and two key staff members as an incentive
to join the Company.  The total options issued under the 2016 Plan are 451,898 at the end of 2020. (see Note 14)

Administration

The 2016 Plan was administered by the Compensation Committee of the Board, which currently consists of two 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 had complete discretion, subject to the express limits of the 2016 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 2016 Plan. Notwithstanding the foregoing, the
Compensation Committee does not have any authority to modify an award under the 2016 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.

F-28

 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

Grant of Awards, Shares Available for Awards

The 2016 Plan provided 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
reserved a total of 321,429 shares of common stock for issuance as or under awards made under the 2016 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 2016 Plan.

Currently, there are twenty five identified employees (including four executive officers and directors), three non-employee directors, and up to thirty other current or future staff
members who would be entitled to receive stock options and/or shares of restricted stock under the 2016 Plan. Future new hires and additional non-employee directors and/or
consultants would be eligible to participate in the 2016 Plan as well.

Stock Options

The 2016 Plan provided 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”).  The stockholders approved the 2016 Plan at the annual meeting as previously described. Stock options could 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 could 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 owned (or was deemed to own) more than 10% of the total combined voting power of all classes of capital stock of our Company or
a parent or subsidiary of our 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

A 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 could be granted in tandem with, or independently of, stock options granted under the 2016 Plan. A
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. A SAR that is not granted in tandem with a stock option is exercisable at such times
as the Compensation Committee may specify.

Performance Shares 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.

F-29

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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 2016 Plan, but no such amendment or termination will be made that
materially  and  adversely  impairs  the  rights  of  any  participant  with  respect  to  any  award  received  thereby  under  the  2016  Plan  without  the  participant’s  consent,  other  than
amendments  that  are  necessary  to  permit  the  granting  of  awards  in  compliance  with  applicable  laws.  We  have  attempted  to  structure  the  2016  Plan  so  that  remuneration
attributable to stock options and other awards will not be subject to the deduction limitation contained in Code Section 162(m). 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.

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 has designated
15,000 of the 10,000,000 authorized shares of preferred stock as Series B Convertible Preferred Stock. The shares of Series B Convertible Preferred Stock are validly issued,
fully paid and non-assessable.

Each share of Series B Convertible Preferred Stock is 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 shall 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 exercise.  Effective November 24, 2017 (the “Effective Date”),
the Company entered into a Securities Purchase Agreement (the “Securities Purchase Agreement”) and a Registration Rights Agreement (the “Registration Rights Agreement”)
which included the issuance of 2,830 shares of Series B Convertible Preferred Stock worth $2,830,000 (including the conversion of liabilities at a price of $1,000 per Class B
Unit. As of the date hereof, there are 1,705 shares of Series B Convertible Preferred Stock issued and outstanding (see below for 2019 and 2020 conversions to common stock).

Common stock issued for warrants

During the first quarter of 2019, the Company entered into an agreement with two shareholders who were also holders of warrants to purchase shares of common stock in the
aggregate  amount  of  214,286  shares,  to  reduce  the  exercise  price  of  these  warrants  to  $7.70  from  the  original  exercise  price  of  $9.10  based  on  immediate  exercise.  Both
shareholders exercised these warrants in March 2019 for proceeds to the Company of $1,650,000.  

The  Company  also  accepted  warrant  exercises  in  the  second  quarter  of  2019  from  three  additional  shareholders  who  were  also  holders  of  warrants  to  purchase  shares  of
common stock in the aggregate amount of 66,756 shares. The exercise price of these warrants was also lowered to $7.70 from the original exercise price of $9.10 based on
immediate exercise for further proceeds to the Company of $514,020. Further, during the second quarter of 2019, the Company issued 9,878 shares of common stock upon the
cashless exercise of 46,571 common stock warrants.

F-30

DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

Additionally, the Company also accepted warrant exercises in the third quarter of 2019 from two additional shareholders who were also holders of warrants to purchase shares
of common stock in the aggregate amount of 19,643 shares of common stock for proceeds to the Company in the amount of $151,250.  

The Company also accepted a warrant exercise in the fourth quarter of 2019 from one shareholder who was also a holder of warrants to purchase shares of common stock in the
aggregate amount of 357 shares of common stock for proceeds to the Company in the amount of $2,750.

During the third quarter of 2020, 67,500 warrants previously issued as compensation for banking fees related to the 2020 offering, were released from a contractual “lock-up”
pursuant to the terms of the raise lock-up. In addition, 1,197 warrants expired, and 9,450 warrants were cancelled and re-issued on the direction of the holder.

Common stock issued for services and settlements

The Company issued 2,484 shares of common stock on August 28, 2019 for payment of accrued board fees to two directors in the amount of $19,167 for services to the Board.

The Company issued 2,039 shares of common stock on December 31, 2019 for payment of accrued board fees to three directors in the amount of $13,750 for services to the
Board.

The Company issued 1,611 shares of common stock on March 31, 2020 for payment of accrued board fees to three directors in the amount of $7,500 for services to the Board.

The Company issued 1,632 shares of common stock on June 30, 2020 for payment of accrued board fees to three directors in the amount of $7,500 for services to the Board.

The Company issued 7,869 shares of common stock on September 30, 2020 for payment of accrued board fees to three directors in the amount of $37,500 for services to the
Board.

Stock-Based Compensation

Stock-based compensation expense recognized under ASC 718-10 for the year ended December 31, 2020 and 2019, was $454,770 and $44,874, 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 period is based on the value of the portion of share-based payment awards that is ultimately expected to vest during the period. At
December 31, 2020, the total compensation cost for stock options not yet recognized was $264,256. This cost will be recognized over the remaining vesting term of the options
of approximately one year.

Series B Convertible Preferred Stock

A holder of Series B Convertible Preferred Stock converted 750 shares into 107,142 shares of common stock, valued at $750,000 during the third quarter of 2019.

A holder of Series B Convertible Preferred Stock converted 375 shares into 53,571 shares of common stock, valued at $375,000 during the fourth quarter of 2019.

F-31

 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

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 shares and 753 shares at $9.09 per share.  Accordingly, as of December 31, 2020, and 2019,
the Company held 1,324 shares of Company Series A stock at an aggregate value of $157,452.

NOTE 14 – COMMON STOCK OPTIONS AND WARRANTS

Options

2020

During  the  second  quarter  of  2020,  160,866  options  were  cancelled  and  re-issued  to  key  staff-members,  officers,  and  directors.    Of  those  options  granted,  100%  vested
immediately. The value of the re-issued options granted was $102,800.  In addition, 149,424 new options were granted to key staff-members, officers and directors.  Of those
options granted, 50% vested on January 1, 2021 and the other 50% will vest on January 1, 2022. The value of the new options is $370,312.

During the third quarter of 2020, 100,000 options were issued to the Company’s new CEO as a hiring incentive.  Of these options 50% will vest on September 1, 2021 and the
other 50% will vest on September 1, 2022.  The value of these options is $193,388.  In addition, as a part of the severance agreement agreed with the former CEO, 50,358
unvested options were vested and the unamortized portion of those options were charged in the amount of $95,127.

During the fourth quarter of 2020, 40,000 options were granted to two new key employees.  For 20,000 of those options, 50% of the options will vest on October 12, 2021 and
the other 50% will vest on October 12, 2022.  For the other 20,000 options, one-third will vest on November 23, 2021, the next third will vest on November 23, 2022 and the
final third will vest on November 23, 2023.  The value of these options is $91,574.

Outstanding at December 31, 2018
Granted
Forfeited
Outstanding at December 31, 2019

Exercisable at December 31, 2019

Outstanding at December 31, 2019
Granted
Cancelled/Forfeited
Outstanding at December 31, 2020
Exercisable at December 31, 2020

Weighted
Average
Exercise
Price

    Weighted
Average
Remaining
Contractual
    Term (Years)

Aggregate
Intrinsic
Value

14.00     
14.00     
14.00     
14.00     
14.00     

14.00     
5.06      
14.00     
5.06      
5.76      

4.3     
5.0     
—     
3.4     
3.4     

3.4     
4.4     
—     
4.4     
4.2     

— 
— 
— 
— 
— 

— 
— 
— 
$7,200  
— 

Shares

160,152    $
17,144     $
(14,286)     
163,010    $
154,438    $

163,010    $
450,290    $
(161,402 )   $
451,898    $
212,832    $

F-32

 
 
   
     
     
 
 
   
   
   
     
 
 
   
   
   
   
 
 
   
   
   
   
 
 
 
   
   
 
   
   
   
   
   
 
    
       
      
       
 
   
   
   
   
   
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

The fair value of the incentive stock option grants for the years ended December 31, 2020 and 2019 were estimated using the following weighted- average assumptions:

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

Warrants

2020

For the Years Ended
December 31,

2020
0.18% - 0.26%
2.50 - 3.50
—
68.00% - 86.24%
—

2019
1.44 - 2.44%
2.76 - 3.25
—
117.18% - 151.43%
—

During the first quarter of 2020, 67,500 warrants were issued as compensation in the form of bankers warrants in connection with the 2020 Offering for which no other warrants
were issued.  The warrants had a strike price of $9.00 and were locked up until the third quarter of 2020.

During the second quarter of 2020, 9,450 warrants previously issued as bankers warrants in the first quarter were cancelled and re-issued with no change in terms. In addition,
1,197 warrants previously issued, expired.

During the third quarter of 2020, 67,500 warrants issued in the first quarter became exercisable.

During the fourth quarter of 2020, 12,469 previously issued warrants were cancelled and re-issued with no change in terms as part of a settlement between certain shareholders.

2019

During the first quarter of 2019, 214,286 warrants were exercised for cash in the amount of $1,650,000 and 38 warrants expired.

During the second quarter of 2019, a total of 113,328 warrants were exercised of which 66,756 were for cash in the amount of $137,500 and 46,572 were cashless in exchange
for 9,878 shares of common stock. Total common stock issued was 76,634 shares.

During the third quarter of 2019, 44,644 warrants were issued in connection with a $1,000,000 working capital loan (see Note 7).  Additionally, 19,643 warrants were exercised
for cash in the amount of $151,250.

F-33

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
DUOS TECHNOLOGIES GROUP, INC. AND SUBSIDIARIES
NOTES TO CONSOLIDATED FINANCIAL STATEMENTS
DECEMBER 31, 2020 AND 2019

During the fourth quarter of 2019, 357 warrants were exercised for cash in the amount of $2,750.

Outstanding at December 31, 2018
Warrants expired, forfeited, cancelled or exercised
Warrants issued
Outstanding at December 31, 2019
Exercisable at December 31, 2019

Outstanding at December 31, 2019
Warrants expired, forfeited, cancelled or exercised
Warrants issued
Outstanding at December 31, 2020
Exercisable at December 31, 2020

NOTE 15 – SUBSEQUENT EVENTS

Number of
  Warrants

Weighted
Average
Exercise
Price

    Weighted
Average
Remaining
Contractual
    Term (Years)

Aggregate
Intrinsic
Value

1,815,181    $
(338,575 )      
44,644     $
1,521,250    $
1,521,250    $

1,521,250    $
(23,116)      
89,419     $
1,587,333    $
1,587,333    $

9.52      

7.70      
8.78      
8.78      

8.78      

9.02      
8.62      
8.69      

3.9     

4.9     
3.9     
3.9     

3.9     

2.2     
2.0     
2.0     

— 

— 
— 
— 

— 

— 
— 
— 

On February 1, 2021, the Company received notice that the PPP Cares Act loan that was issued in 2020 in the amount of $1,421,395 including accrued interest, was forgiven by
the Small Business Administration.

On February 26, 2021, as previously disclosed, the Company accepted an offer from two existing shareholders to invest $4,500,000 in the form of a newly designated Series C
Convertible Preferred Stock.  The offer includes a registration rights agreement and contains certain voting limitations subject to shareholder approval.

F-34

 
   
     
     
 
 
   
   
   
     
 
 
   
   
   
   
 
 
 
   
   
   
 
 
   
   
 
   
   
      
       
 
   
   
   
 
    
       
      
       
 
   
   
      
       
 
   
   
   
 
EXHIBIT 4.5

The  following  is  a  summary  of  the  terms  of  each  class  of  securities  of  Duos  Technologies  Group,  Inc.  (the  “Company”)  that  is

registered under Section 12 of the Securities Exchange Act of 1934, as amended.

Description of Duos Technologies Group, Inc.’s Securities

Common Stock

The  following  summary  of  the  terms  of  the  Company’s  common  stock,  par  value  $0.001  per  share  (the  “ Common  Stock”),  is  not
complete and is subject to and qualified in its entirety by reference to the relevant provisions of the laws of the State of Florida, the Company’s
Amended and Restated Articles of Incorporation, as amended (the “Articles of Incorporation”), and its Amended and Restated Bylaws (the
“Bylaws”).  Copies of the Articles of Incorporation and Bylaws have been filed as exhibits with the Securities and Exchange Commission.

General

The  total  number  of  shares  which  the  Company  is  authorized  to  issue  is  510,000,000  shares,  consisting  of  500,00,000  shares  of
Common Stock and 10,000,000 shares of preferred stock, par value $0.001 per share (the “Preferred Stock”).  As of March 23, 2021, we had
3,534,869 shares of Common Stock issued and outstanding and an aggregate of 6,205 shares of Preferred Stock of various series issued and
outstanding.

The Common Stock is traded on the NASDAQ Capital Market under the symbol “DUOT.” The transfer agent for the Common Stock

is Continental Stock Transfer & Trust.

Voting and Other Rights

Each  holder  of  Common  Stock  shall  be  entitled  to  one  vote  for  each  share  of  Common  Stock  held  of  record  by  such  holder  on  all
matters on which shareholders generally are entitled to vote, except as may be otherwise provided in the Articles of Incorporation (including
any Certificate filed with the Secretary of State of the State of Florida establishing the terms of a series of Preferred Stock) or by the Florida
Business Corporation Act (the “Act”).  The holders of Common Stock do not have any cumulative voting rights.  Subject to the Act and the
rights (if any) of the holders of any outstanding series of Preferred Stock, dividends may be declared and paid on the Common Stock at such
time and in such manner as the Board of Directors, in its discretion, shall determine.  The Common Stock has no preemptive rights, conversion
rights or other subscription rights, or redemption or sinking fund provisions.  Upon the dissolution, liquidation or winding up of the Company,
subject  to  the  rights  (if  any)  of  the  holders  of  any  outstanding  shares  of  Preferred  Stock,  the  holders  of  Common  Stock  shall  be  entitled  to
receive the assets of the Company available for distribution to shareholders ratably in proportion to the number of shares held by them.

 
Anti-Takeover Effects of Florida Law and our Articles of Incorporation and Bylaws

Certain  provisions  of  Florida  law,  our  Articles  of  Incorporation  and  our  Bylaws  contain  provisions  that  could  have  the  effect  of
delaying, deferring, or discouraging another party from acquiring control of us.  These provisions, which are summarized below, may have the
effect  of  discouraging  coercive  takeover  practices  and  inadequate  takeover  bids.    The  provisions  are  also  designed,  in  part,  to  encourage
persons seeking to acquire control of us to first negotiate with our Board of Directors.  We believe that the benefits of increased protection of
our potential ability to negotiate with any unfriendly or unsolicited acquiror outweighs the disadvantage of discouraging a proposal to acquire
us because negotiation of these proposals could result in an improvement of their terms.

Board Composition and Filling Vacancies

Our  Bylaws  provide  that,  at  a  meeting  of  the  shareholders  called  expressly  for  that  purpose,  any  director  or  the  entire  Board  of
Directors may be removed, with or without cause, by a vote of the holders of a majority of the shares of each class or series of voting stock
present in person or by proxy then entitled to vote at an election of directors.  Board vacancies and newly-created directorships resulting from
(i)  an  increase  in  the  authorized  number  of  directors,  (ii)  death,  (iii)  resignation,  (iv)  retirement,  (v)  disqualification,  or  (vi)  removal  from
office,  may  be  filled  by  a  majority  vote  of  the  remaining  directors  then  in  office,  although  less  than  a  quorum,  or  by  the  sole  remaining
director, and each director so chosen shall hold office until the next annual meeting of shareholders and until such director’s successor shall
have been duly elected and qualified.

Shareholder Meetings and Advance Notice Requirements

Our Bylaws establish advance notice procedures with regard to a shareholder’s ability to call a special meeting as well to shareholder
proposals relating to the nomination of candidates for election as directors or new business to be brought before meetings of our shareholders.
 These procedures provide that notice of shareholder proposals must be timely given in writing to our corporate secretary prior to the meeting
at which the action is to be taken.  Generally, for a shareholder proposal to be timely, notice must be received at our principal executive offices
not  less  than  120  days  nor  more  than  150  days  prior  to  the  first  anniversary  of  the  date  the  Company  released  its  proxy  materials  to  its
shareholders  for  the  prior  year’s  annual  meeting  of  shareholders  or  any  longer  period  provided  by  applicable  law.    Our  Bylaws  specify  the
requirements as to form and content of all shareholders’ notices.  These requirements may preclude shareholders from bringing matters before
the shareholders at an annual or special meeting.

 
Sections 607.0901 and 607.0902 of the Act

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 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 Articles of Incorporation to opt out of Section 607.0901.

In addition, we are subject to Section 607.0902 of the 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.

Authorized Blank Check Preferred

The Board of Directors is authorized to provide, out of the unissued shares of Preferred Stock, a series of Preferred Stock and, with respect to
each such series, to fix the number of shares constituting such series, and the designation of such series, the voting and other powers (if any) of
the shares of such series, and the preferences and any relative, participating, optional or other special rights and any qualifications, limitations
or restrictions thereof, of the shares of such series.  The powers, preferences and relative, participating, optional and other special rights of such
series of Preferred Stock, and the qualifications, limitations or restrictions thereof, may differ from those of any and all other series of preferred
Stock at any time outstanding.  The powers and rights of any series of Preferred Stock may be superior to, or otherwise limit, the rights and
powers of the Common Stock.  

 
 
 
EXHIBIT 10.32

 
 
 
 
 
 
 
 
 
 
 
 
 
 
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)

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;

b) 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;

c)

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;

d) 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: March 30, 2021

  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, Adrian G. Goldfarb, 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)

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;

b) 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;

c)

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;

d) 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: March 30, 2021

  By: /s/ Adrian G. Goldfarb

Adrian G. Goldfarb
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,  2020,  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, 2019, 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, 2019, fairly presents, in all material respects, the financial condition

and results of operations of the Company.

Date: March 30, 2021

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,  2020,  as  filed  with  the  U.S.
Securities and Exchange Commission on the date hereof, I, Adrian G. Goldfarb, 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, 2019, 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, 2019, fairly presents, in all material respects, the financial condition

and results of operations of the Company.

Date: March 30, 2021

By:/s/ Adrian G. Goldfarb
  Adrian G. Goldfarb
  Chief Financial Officer