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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-K

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

For the period ended December 31, 2001
-------------------------

OR

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

For the transition period from to
---------- ----------

Commission file Number 0-12965

NESTOR, INC.
(Exact name of registrant as specified in its charter

DELAWARE 13-3163744
- ------------------------ ------------------------------------
(State of incorporation) (I.R.S. Employer Identification No.)

One Richmond Square, Providence, Rhode Island 02906
--------------------------------------------------------------------
(Address of principal executive offices) (Zip Code)

(401) 331-9640
(Registrant's Telephone Number, Including Area Code)

Securities registered pursuant to Section 12(b) of the Act:
NONE

Securities registered pursuant to Section 12(g) of the Act:
Common Stock, $.01 Par Value
(Title of Class)

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 than the Registrant was
required to file such reports), and (2) has been subject to such filing
requirements for the past 90 days.

Yes X No
---

Indicate by check mark if disclosure of delinquent filers pursuant to Item 405
of Regulation S-K is not contained herein, and will not be contained, to the
best of Registrant's knowledge, in definitive proxy or information statements
incorporated by reference in Part III of this Form 10-K or any amendment to this
Form 10-K. X

Exhibit Index is on Page: _____


The aggregate market value of the 15,790,430 shares of voting stock held by
non-affiliates of the registrant, based on the average bid and asked prices of
such stock on February 28, 2002 was $11,053,301. The number of shares
outstanding of the Registrant's Common Stock at February 28, 2002 was
50,241,112.




PART I

ITEM 1. Business
--------

General

Nestor, Inc., and its wholly-owned subsidiary Nestor Traffic Systems, Inc.
(together the "Company"), licenses its patented intelligent software solutions
for decision and data-mining applications in real-time environments. Nestor
products employ proprietary neural network predictive models and other
algorithms to convert existing data and business experiences into meaningful
recommendations and actions. Nestor has designed and developed software products
that can bring additional value through proprietary software and information-
management knowledge. Nestor, through its subsidiary Nestor Traffic Systems,
Inc. ("NTS"), offers products in intelligent traffic-management systems ("ITS").
Nestor, through its resellers Applied Communications, Inc. ("ACI"), Retail
Decisions, Inc. ("ReD"), National Computer Systems, Inc. ("NCS"), licenses its
technologies and offers products in the following categories: Risk Management
Systems; Customer Relationship Management Systems ("CRM"); and Intelligent
Charter Recognition Systems ("ICR"). Nestor products and services include
application-software solutions, adaptive decision models, implementation,
training, consulting, and engineering support services. The Company is currently
devoting its resources to its ITS products.

Exclusive rights in the field of traffic-management solutions were granted to
NTS on January 1, 1997; co-exclusive rights in the field of Risk Management and
non-exclusive rights in the field of CRM are held by Applied Communications,
Inc. (ACI) and Retail Decisions, Inc. (ReD); and non-exclusive rights in the
field of ICR are held by NCS.

Nestor Traffic Systems, Inc., or NTS, which is 100 percent owned by Nestor
effective September 12, 2001, is an emerging leader in providing innovative,
video-based monitoring systems and services for traffic management and safety.
NTS incorporates its patented pattern-recognition technologies into intelligent,
real-time solutions that promote traffic efficiency, intersection safety, and
railway grade crossing monitoring and safety. NTS has developed and marketed
CrossingGuard(R), Rail CrossingGuard(R), and TrafficVision(R). These products
are a combination of Nestor-developed software and modular hardware components
that provide monitoring for traffic-data collection, control of traffic flows,
enforcement and emergency response. These products are flexible and can be
configured to a wide range of road configurations, including open roads and
intersections.

CrossingGuard. NTS's main product line is CrossingGuard, an automated
traffic-intersection red-light enforcement and safety system. CrossingGuard's
video technology senses vehicles as they approach the intersection, predicts
when a vehicle will run a red light, records a digital video sequence of the
incident (including a close up of the vehicle and license plate), and sends a
signal to the traffic controller to extend the all-red phase of the traffic
signal to help decrease the likelihood of broadside collisions between the
red-light violator and cross traffic. The video record of the violation is used
as evidence to issue a citation for the infraction. NTS generally delivers the
CrossingGuard solution through a citation-processing service agreement with the
municipality whereby: (i) NTS installs under lease, configures and maintains the
system at the intersection; (ii) NTS assembles all of the information necessary
to issue a citation, prints and mails it when verified and approved by the
municipality (mostly through automated procedures); and (iii) NTS receives a
portion of the municipality's citation revenue in the form of licensing and
processing fees.

The economics of the CrossingGuard product are tied to the number of violations
processed by the systems and the number of operating systems in the field.
Generally, but not in all cases, the contracts require a monthly minimum fee
designed to allow NTS to recover the market value of the system delivered,
including a finance factor and maintenance costs, over the term of the contract.

As of September 30, 2001, NTS had nine approaches installed and generating
citations, and an additional fifty-two approaches under contract and in various
stages of delivery. As of December 31, 2001, NTS had fourteen approaches
installed and generating citations, and an additional sixty-eight approaches
contracted for and in various stages of delivery. Experience at these initial
approaches was varying from less than one citation per day to over fifteen per
day. The Company realizes from $25 to $97 per citation for system delivery,
maintenance, software licensing, and processing services. Actual results from
deployment of CrossingGuard systems are expected to fluctuate substantially
depending upon intersection configurations, driver response to installed
systems, and many other factors.

As of December 31, 2001, NTS has 82 approaches under contract and in various
stages of installation. Beyond the company's original three approaches installed
in Vienna, VA in 1999, installation work is completed or in process for: eight
approaches in Falls Church, VA, twelve approaches in Fresno, CA, sixteen
approaches in Long Beach, CA, three net additional approaches in Vienna, VA,
four approaches in Germantown, TN, eight approaches in Rancho Cucamonga, CA, six
approaches in Montclair, CA, and up to twenty approaches in Irvine, CA. In
addition, NTS is installing two demonstration approaches in Dubuque, IA, and
Overland Park, KS, to assist in local red-light program development. NTS has
also been informed that it has been selected to provide CrossingGuard systems
for other red-light enforcement projects in more than ten municipalities for
over 100 additional approaches, and contract negotiations are proceeding with
these customers. No assurances can be given that final contracts will be
realized from these negotiations. During 2001, NTS realized $226,000 in
CrossingGuard related revenues, of which $80,000 is included in the Company's
consolidated financial results in 2001.

Status of the CrossingGuard market. Ineffective red-light safety enforcement is
a costly and growing problem that until recently has been largely unaddressed by
technology solutions. There are approximately 300,000 intersections with traffic
signals in the United States where approximately 106,000 collisions and over
1,000 deaths occurred last year as a result of red-light running as per Federal
Highway Administration 2000 statistics. First-generation Red-Light Camera
Systems gained early acceptance as a means of automated traffic enforcement.
While these systems have validated the market opportunity, they continue to rely
on in-ground vehicle sensors ("loops") and still photography and have become
inferior solutions because of their (i) significant roadbed installation issues,
(ii) high maintenance requirements, (iii) inherently low level of performance,
and (iv) general lack of functionality.

Rail CrossingGuard. NTS is developing Rail CrossingGuard, a system to monitor
grade-crossing vehicle and train traffic, as well as signalization activity, to
provide grade-crossing-integrity measurement, real-time crossing alert
capabilities and crossing violation enforcement. This product has the potential
to greatly enhance rail-crossing safety by improving signal and crossing gate
performance, alerting personnel to dangerous crossing situations, and enforcing
train and vehicle safety regulations. Rail CrossingGuard may also be integrated
with train communications systems to provide a method of alerting trains to
dangerous rail crossing conditions.

On April 1, 2001, NTS completed its first Rail CrossingGuard installation in
DuPage County, Illinois and had completed design work necessary to commence
construction on the delivery of five Rail CrossingGuard units in Florida. In
addition, NTS has received a contract from the Federal Railroad Administration
("FRA") to develop a portable Rail CrossingGuard unit for non-permanent data
gathering capabilities. Also, NTS, working with GeoFocus, Inc., a Florida
company, won a contract to expand two of the Rail CrossingGuard units in Florida
to incorporate remote communication capabilities between Rail CrossingGuard
units and train operators. During 2001, NTS realized $828,000 in Rail
CrossingGuard related revenues, of which $322,000 is included in the Company's
consolidated financial results in 2001. As of December 31, 2001, NTS had
approximately $456,000 in unearned Rail CrossingGuard contract backlog.

Status of the Rail CrossingGuard Market. About every 100 minutes, a train
collides with a vehicle or person at one of the United States' 261,000
highway-rail crossings. In an average year, more people die in highway-rail
crossing accidents than in commercial airline crashes. Grade crossing collisions
are usually severe, and chances of survival slim. In 2001 alone, there were
3,219 incidents at highway/rail grade crossings, resulting in 471 fatalities.
According to the FRA, most crossing collisions occur simply because motorists
chose to ignore warnings signs, signals or safety gates. Improperly functioning
gate arms and signals can increase motorist tendency to ignore and violate
crossing signals. State Departments of Transportation need the capability to
routinely monitor the integrity of grade-crossing signalization as well as to
receive real-time alerts of hazardous crossing conditions, such as a vehicle
that may be stopped or stuck at a crossing. Further, state regulatory agencies
currently have no means of effectively monitoring train activity at crossings to
ensure that train travel is compliant with stated regulations, nor do they have
a method of automatically enforcing train and vehicle compliance with crossing
signals. Such are the potential roles for Rail CrossingGuard.

TrafficVision. TrafficVision is a product that uses video cameras to monitor
traffic flow and to send traffic data to a central Traffic Operations Center.
Replacing short-life, high-maintenance, road-embedded copper-loop technologies
from the 1950's, TrafficVision is a non-intrusive sensor system for traffic
management. TrafficVision uses Nestor's proprietary high-speed image-processing
technology to analyze video content to sense and monitor traffic on highways,
roadways and intersections in real-time. TrafficVision recognizes and classifies
multiple vehicles continuously so that surveillance and traffic management are
based upon detailed, real-time information. TrafficVision is installed at 26
locations in Rhode Island and in the state's centralized Traffic Operations
Center in Providence. Although TrafficVision was its first traffic product, NTS
has de-emphasized TrafficVision marketing, in favor of CrossingGuard and Rail
CrossingGuard, which in the opinion of management are serving more attractive
markets. During 2001, NTS realized $183,000 in TrafficVision related revenues,
of which $46,000 is included in the Company's consolidated financial results in
2001. As of December 31, 2001, NTS had approximately $595,000 in unearned
TrafficVision contract backlog.

The following are the primary attributes of NTS products and services:

Accurate, real-time interpretation of traffic video images. NTS has applied
Nestor's high-speed pattern-recognition technologies in real-time processing and
video-image interpretation for traffic management, enforcement and safety. Prior
industry attempts to provide video-based detection of traffic have not proven
effective due to the difficulty of designing robust detection algorithms under a
variety of illumination, visibility and traffic conditions, as well as the need
to implement such algorithms on cost-effective computing platforms that provide
real-time operation. Nestor's image-understanding technology is able to
interpret video images accurately and respond in a real-time environment at
affordable cost.

Vehicle trajectory analysis for real-time forecasting. As each frame in a video
sequence is interpreted, the individual objects in the scene are identified and
located. This information, passed from frame to frame, enables accurate tracing
of vehicles' trajectories. Unlike competitive vision systems, which note
changing images in a fixed and static area of the image (so-called virtual
loops), NTS's proprietary vehicle-centric technology can use the trajectories to
accurately predict vehicle positions. In the CrossingGuard application, when a
vehicle is about to run a red light, a signal can then be sent to the traffic
controller to extend the all-red phase of the traffic signal so that cross
traffic vehicles can be briefly delayed before they proceed into the
intersection. Thus, intersections equipped with CrossingGuard have the potential
to become smarter and safer.

Compatibility with industry standard platforms. NTS traffic monitoring solutions
are built upon dominant industry-standard platforms: namely, Microsoft Windows
operating systems, tools and communication components and general "WinTel"
hardware specifications. This facilitates integration into a customer's existing
computing environment, leverages PC economics to offer a compelling
price/performance advantage and lowers product engineering development costs.
Additionally, the traffic monitoring systems are designed to support the
emerging NTCIP communications standards being mandated in the traffic industry.
Further, roadside detector stations will be compatible with existing and new
traffic controller hardware, such as the CALTRANS 2070 controller standard.

Nestor has granted an exclusive license to NTS for application of its technology
in the field of traffic management applications. Under the license, NTS owes
Nestor a royalty equal to 10% of gross profit (gross revenues less third-party
costs of sales) realized from products using the technology covered by the
license. The license requires minimum annual royalties to retain exclusive
rights of $125,000 in 2001, increasing to $1.0 million per year beginning in
2005. These fees are eliminated during consolidation.

Description of other products and services:

In 2001, Nestor ceased direct product development, sales and support in the
fields of fraud detection, financial risk management, and CRM. Through license
agreements entered into with ACI on February 1, 2001, and with ReD on May 18,
2001, co-exclusive development, sales and support rights were granted to these
resellers in fraud and risk management; and non-exclusive rights in the field of
CRM were granted to ReD. In addition, all expenses associated with development,
support and selling these products were transferred to these parties.

Nestor's PRISM(R) fraud detection solutions help financial institutions detect
and prevent fraudulent payments, manage merchant risks and identify illicit
account usage (money laundering). The fraud detection products are used by many
of the world's largest financial institutions and represented approximately 87%
of Nestor's 2001 revenues.

Nestor's eCLIPSE(R) CRM application is a comprehensive enterprise-wide customer
marketing solution. The product allows businesses to use customer information
from all channels (web, call center, direct mail) to develop personalized
marketing campaigns. Products in the CRM group represented less than 5% of
Nestor's 2001 revenues.

Nestor's ICR applications increase productivity in document image-processing
applications. Royalties from the ICR business represented less than 5% of
Nestor's 2001 revenues.

Nestor's technology is licensed to IBM on a non-exclusive basis for
incorporation into hardware products known as the ZISC family of computer chips.
Royalties from the IBM business represented less than 5% of Nestor's 2001
revenues.

SALES, MARKETING AND METHODS OF DISTRIBUTION

The Company distributes and markets its intelligent traffic-management solution
("ITS") software and services in North America through a direct sales
organization. The Company distributes its other software solutions in North
America and throughout the world through third- party licensing and distribution
agreements.

The Company's product lines are targeted toward federal, state and local
government agencies (e.g., Municipalities and Departments of Transportation for
the CrossingGuard and TrafficVision products), or large commercial users (e.g.,
banks and card processors for the PRISM and eCLIPSE products). The products
require technical assistance through the sales and installation processes.
Accordingly, the Company (for traffic products) and its third-party distributors
(for risk assessment and CRM products) maintain in-house staff of engineers to
support the sales, installation, and customer- service functions.

The Traffic Management products are being marketed directly by NTS to municipal
governments, governmental traffic management departments or their chosen
integrators. The Company's Intelligent Character Recognition products are
marketed by NCS. The Company's PRISM and eCLIPSE products are licensed through
two distributors, Applied Communications, Inc. and Retail Decision, primarily to
financial institutions. The Company obtains product inquiries from product
mailings, attendance at trade shows, trade press coverage and its Internet site.

On February 1, 2001, Nestor entered into a new non-exclusive license agreement
with Applied Communications, Inc. Pursuant to the new license agreement, ACI has
been granted the right to integrate and distribute all of Nestor's PRISM and
fraud detection products throughout ACI's worldwide sales and support network.
ACI has paid $1.1 million to Nestor in 2001, and is required to make guaranteed
minimum royalty payments during the first year in an amount of approximately
$500,000. The license requires the payment of a 15% royalty starting on February
1, 2002, but no further guaranteed minimum royalty payments will be required.
This agreement replaces the license agreement signed with ACI on April 18, 1997.
Additionally, ACI hired twelve of Nestor's engineering, modeling, and customer
support employees and assumed responsibility for product enhancements,
installation, modeling and support for ACI licensees.

On May 18, 2001, Nestor entered into a license agreement with Retail Decisions,
Inc. in which Nestor granted to ReD: (i) an exclusive (other than ACI),
perpetual, fully-paid, world-wide license to exploit the current versions and
any improvements and modifications (existing on May 18, 2001) of those products
marketed by Nestor known as eCLIPSE CRM, PRISM, PRISM Credit, PRISM Debit, PRISM
Merchant, PRISM Money Laundering, PRISM Analysis Review Systems, PRISM Modelers
Workbench, and PRISM Private Label solely for use in the exclusive field of use,
as defined herein; and (ii) a non-exclusive, perpetual, fully-paid, world-wide
license to exploit the Nestor Technology solely for use in the non-exclusive
field of use, as defined herein. The exclusive field of use means a use in
connection with fraud detection or risk management, but in each case only in
connection with electronic payments, financial transaction systems, card
systems, retail, banking, financial services, telecommunications, wireless
communications, insurance, e-commerce, mobile commerce, television commerce and
the card-not-present applications or businesses, and any successor to any of the
foregoing. The non-exclusive field of use means a use in connection with
customer relationship management, but only in connection with electronic
payments, financial transaction systems, card systems, retail, banking,
financial services, telecommunications, wireless communications, insurance,
e-commerce, mobile commerce, television commerce and the card-not-present
applications or businesses, and any successor to any of the foregoing.

Additionally, Nestor transferred to ReD certain assets that were supportive of
the technology licensed thereunder. The assets transferred to ReD by Nestor
include all of the right, title and interest of Nestor in certain equipment,
license agreements and trademark rights, including "PRISM." To support its newly
acquired license, ReD has hired 13 of Nestor's employees, including Sushmito
Ghosh, formerly the President of the Nestor Commerce Division.

ReD has paid $1,800,000 to Nestor under the License Agreement, and Nestor has
agreed, for certain services, to pay ReD $968,000, of which $500,000 was due on
June 30, 2001, $250,000 was due on or before September 30, 2001, and $218,000
was due on or before December 31, 2001. All amounts have been paid to ReD. No
ongoing revenues are expected to be realized from ReD.

During 2001, ACI and ReD accounted for 52%, and 24% of the Company's revenues,
respectively. During 2000, ACI accounted for 65% of the Company's revenues.
During 1999, ACI and CSK accounted for 61%, and 14% of the Company's revenues,
respectively. The loss of ACI as a distributor for any reason could have a
material adverse effect on the Company's business, financial condition and
results of operations.


PATTERN-RECOGNITION TECHNOLOGY

The Company's technology deals with the problem of pattern recognition within
complex data. When presented with complex high-volume data, it can be valuable
to identify target patterns of information often hidden in that data, whether
patterns of fraudulent credit card use, customer buying behavior, handwritten
characters, objects in a video stream, vehicles in a traffic flow, or others.
Several methods currently exist to address the problem of processing information
in order to recognize a pattern in the information. Included among these are
"expert systems" of rules, statistical analysis, and neural networks. The
Company's products may combine all of these methods to optimize pattern
recognition capabilities.

Neural-networks simulate a virtual network of interconnected units, processing
data in parallel, and communicating with each other at high speeds. A trained
neural-network receives input and then outputs a response - either
"unrecognized", "recognized", or "not sure". Exceeding the capability of
if-then-else conditional rules, the power of the neural-networks is in their
ability to accurately recognize patterns in multi-dimensional non-linear input,
such as attempting to recognize characters from a scanned handwritten sample,
which is ill-defined, affected by "noise", or blatantly unusual (i.e. overly
large or small, or containing skewed characters). The Company, as the result of
extensive research, has created a proprietary neural-network technology referred
to as the Restricted Coulomb Energy Model(TM) (RCE), which has been granted five
patents.

The Company has also been granted a sixth patent for a multi-unit system
referred to as the Nestor Learning System(TM) ("NLS"), which is ideally suited
for many real-world pattern recognition applications. The NLS has a patented
hierarchical, multi-network system for better control and accuracy. The Company
believes that the rapid model development and operational flexibility afforded
by its technology provides a competitive advantage in the development of
intelligent-decision software solutions.

RESEARCH AND DEVELOPMENT ACTIVITIES OF THE COMPANY

The Company continues to develop and improve its technologies and products and
to develop new technologies and products. The Company intends to pursue new and
enhanced technologies and products. The Company attempts to locate external
resources to assist in funding the costs of developing new technologies or
products, but may bear all of such costs internally.

The Company's research is almost entirely applied research intended to develop
solutions to specific pattern-recognition problems. This research has resulted
in various patents and patents pending relating to improvements to the Company's
basic technology (see "Patents"). The Company has additional patent applications
pending as of December 31, 2001, primarily in the area of traffic management,
enforcement and safety.

The market for the Company's products may be impacted by changing technologies.
The Company's success will depend upon its ability to maintain and enhance its
current products and develop new products in a timely and cost-effective manner
that meets changing market conditions. There can be no assurance that the
Company will be able to develop and market on a timely basis, if at all, product
enhancements or new products that respond to changing market conditions or that
will be accepted by customers. Any failure by the Company to anticipate or to
respond adequately to changing market conditions, or any significant delays in
product development or introduction could have a material adverse effect on the
Company's business, financial condition and results of operations.

The Company expended $1,641,000, $1,247,000, and $921,000 in the years ended
December 31, 2001, 2000, and 1999, respectively, in support of the various
aspects of Company-sponsored research and development. Prior to September 12,
2001, NTS expended $2,062,000, $715,000, and $906,000 during 2001, 2000, and
1999, respectively, in support of the various aspects of NTS-sponsored research
and development, which were not included in the December 31, 2001, consolidated
financial statements of the Company.

PATENTS

The Company has continually sought and obtained patent protection for its
proprietary neural networks and systems, which have as a principal feature rapid
learning from a relatively small number of examples. The Company's RCE neural
network exhibits rapid learning and minimizes the internal connections needed
for its functioning. The Company believes that these capabilities make the
Company's technology uniquely suited to applications that require field
trainability or self-modification to adapt to new or changing patterns in the
data. The Company's patents also cover multiple-neural-network systems, which
enable the company to develop products that combine high accuracy with high
processing speeds.

The Company owns eight United States patents and three foreign patents issued in
four countries and Europe. The foreign patents correspond to one or more of the
United States patents. The United States patents expire at various times from
2005 to 2019.

In October 2000, NTS received a letter from the attorneys for Mark White
asserting that NTS may be infringing on his U.S. patent No. 6,100,819 for the
"Vehicular Traffic Signalization Method and Apparatus for Automatically
Documenting Traffic Light Violations and Protecting Non-Violating Drivers,"
which was issued to Mark White on August 8, 2000 (the "White Patent"). NTS has
received an opinion from its patent counsel that the NTS CrossingGuard system
does not violate any valid claims of the White Patent. Since 2000, the Company
has received no further communication from Mr. White or his attorneys.

COMPETITION

NTS experiences intense competition in the traffic industry. Some of its
competitors have better funding and more resources. NTS's competitors use
red-light camera systems that depend on inefficient technology such as buried
loops, still cameras, 35mm wet film, and/or digital still cameras. Installation
of these systems requires cutting pavement at the intersection to bury the
loops, which is both costly and time consuming. The use of wet film requires a
burdensome level of human intervention in that: (i) someone must perform onsite
retrieval and replacement of the film, usually daily; (ii) the film must be
developed and the negative must be scanned into a computer; and (iii) someone
must attempt to confirm from just two photos that a violation occurred.
Management believes that NTS products are superior to these competitive
offerings in technology, features and price-performance. NTS's CrossingGuard
system is the first and only intersection safety and enforcement system that can
issue traffic violation citations based upon digital video information
transmitted directly from the intersection to the police station using a video
sensor without loops.

NTS's largest competitor in the intersection market is Affiliated Computer
Services, Inc. (ACS), which has the greatest number of red-light camera systems
installed. Among others are EDS, Laser Craft, Peek Traffic, Perceptics, Poltech,
Redflex, Traffipax, and Transcore. Although these companies use buried loops,
still or digital cameras and/or wet film systems, some may pose a threat due to
their size, market share, legacy customer relationships, additional products
offered, and/or citation-processing experience.

NTS's TrafficVision product faces competition primarily from
traffic-management-systems companies such as ISS, Econolite, Traficon, Iteris,
Peek Traffic, Odetics, Computer Recognition Systems, Siemens and Rockwell
International. Management believes that the platforms on which these products
operate do not provide the image processing capabilities possessed by
TrafficVision, CrossingGuard and Rail CrossingGuard.

Most of the Company's competitors in the ITS market have significantly greater
financial, marketing and other resources than the Company. As a result, they may
be able to respond more quickly to new or emerging technologies or to devote
greater resources to the development, promotion and sale of their products than
the Company. Competitive pressures faced by the Company may materially adversely
affect its business, financial condition and results of operations.

In the field of fraud-detection and risk-assessment systems, the Company's
distributors encounter competition from a number of sources, including (a) other
software companies, (b) companies' internal MIS departments, (c) network and
service providers, and (d) neural-network tool suppliers. In the fraud-detection
market, the Company has experienced competition from Fair, Isaac & Co., HNC
Software, Inc., IBM, MasterCard Corporation, NeuralTech Inc., Neuralware, Inc.,
Visa International and others. The Company's fraud detection product also
competes against other methods of preventing credit-card fraud, such as
card-activation programs, credit cards that contain the cardholder's photograph,
smart cards and other card authorization techniques. The introduction of these
and other new technologies will result in increased competition for the Company
and its products.

CONTRACTS WITH GOVERNMENTAL ENTITIES

NTS's CrossingGuard agreements are generally service contracts with states or
municipalities that in most circumstances may be cancelled by the customer for
various reasons including non-appropriation of annual program funding. As these
contracts are generally self-funded from ticket fees collected from red-light
violators and some contracts contain termination fee provisions, NTS does not
expect this to be a significant risk in the future. NTS's Rail CrossingGuard and
TrafficVision contracts are generally fixed-fee deliverable contracts and
termination rights are generally limited to non-performance conditions. NTS
retains all patent and other proprietary rights from products developed and
delivered under government-supported contracts.


EMPLOYEES

As of December 31, 2001, the Company had sixty-four full-time employees,
including forty in software engineering and product development, ten in sales
and marketing and fourteen in management, finance and support. One of the
Company's current directors (and a founder of the Company) received the Nobel
Prize in Physics in 1972. All of these employees are located in the United
States. None of the Company's employees are represented by a labor union. The
Company has experienced no work stoppages and believes its employee
relationships are generally good. The Company's success depends to a significant
degree upon the continued employment of the Company's key personnel.
Accordingly, the loss of any key personnel could have a materially adverse
effect on the Company's business, financial condition and results of operations.
No employee currently has an employment contract in place with the Company. The
Company believes its future success will depend upon its ability to attract and
retain industry-skilled managerial, engineering, software development and sales
personnel, for whom the competition is intense. In the past, the Company has
experienced difficulty in recruiting a sufficient number of qualified
engineering and sales people. In addition, competitors may attempt to recruit
the Company's key employees. There can be no assurance that the Company will be
successful in attracting, assimilating and retaining such qualified personnel,
and the failure to attract, assimilate and retain key personnel could have a
materially adverse effect on the Company's business, financial condition and
results of operations.

LICENSING, JOINT VENTURE AND DEVELOPMENT AGREEMENTS

The Company seeks to enter into license agreements and research and development
contracts in order to obtain greater market penetration and additional funding
of the development of its technology in specific fields of use.

Applied Communications, Inc. (ACI) On February 1, 2001, the Company entered into
a new non-exclusive license agreement with Applied Communications, Inc., a
subsidiary of Transaction Systems Architects, Inc. Pursuant to the license
agreement, ACI has been granted the right to integrate and distribute all of the
Company's PRISM and fraud detection products throughout ACI's worldwide sales
and support network. ACI paid $1.1 million to the Company in four equal
installments over the four months following February 1, 2001, and was required
to make guaranteed minimum royalty payments during the first year in an amount
of approximately $500,000. The license requires the payment of a 15% royalty
starting on February 1, 2002, but no further guaranteed minimum royalty payments
will be required. This agreement replaces the license agreement signed with ACI
on April 18, 1997. Additionally, ACI hired twelve of the Company's engineering,
modeling, and customer support employees and assumes responsibility for product
enhancements, installation, modeling, and support for ACI licensees.

In April 1998, ACI's parent company, Transaction Systems Architects, Inc. (TSAI)
entered into a Stock Purchase Agreement with the Company. TSAI purchased 2.5
million shares of common stock for $5,000,000 and obtained a warrant to purchase
an additional 2,500,000 common shares for $7,500,000. The warrant expired on
March 1, 2002. Additionally, TSAI provided a $1,000,000 Line of Credit at the
prime interest rate plus 1%, which matured and was repaid on March 1, 2001. As
of December 31, 2000, the Company had advances against the line totaling
$425,000. This line of credit was repaid and closed in May 2001.

Retail Decisions, Inc. On May 18, 2001, Nestor entered into a license agreement
with Retail Decisions, Inc. ("ReD") in which Nestor granted to ReD: (i) an
exclusive (other than ACI), perpetual, fully-paid, worldwide license in the
field of use of fraud and money laundering detection and risk management in
certain defined industries; and (ii) a non-exclusive, perpetual, fully-paid,
worldwide license solely for use in the field of use of customer relationship
management in certain defined industries. Additionally, Nestor transferred to
ReD certain assets that were supportive of the technology licensed thereunder.
The assets transferred to ReD by Nestor include all of the right, title and
interest of Nestor in certain equipment, license agreements (excluding ACI) and
trademark rights. To support its newly acquired license, ReD hired 13 of
Nestor's employees. ReD paid $1,800,000 to Nestor under the license agreement,
and Nestor agreed, for certain marketing and transition services, to pay to ReD:
(i) $500,000 which was paid on July 2, 2001; (ii) $250,000 which was paid on
October 1, 2001; and (iii) $218,000 which was paid on December 31, 2001. The
Company recorded $832,000 as net license revenue in the second quarter in
connection with this agreement. No ongoing revenues are expected to be realized
from ReD.

National Computer Systems, Inc. (NCS) On June 11, 1996, the Company entered into
an exclusive Licensing Agreement and an Asset Purchase Agreement with NCS
transferring the development, production, and marketing rights of the Company's
Intelligent Character Recognition (ICR) products to NCS. In June 1998, NCS did
not meet its minimum royalty for the license year and forfeited exclusive
rights. NCS continues to market the ICR products on a non-exclusive basis.

ITEM 2. Properties.
-----------

The Company leases offices and research and development facilities, consisting
of approximately 13,000 square feet, located at One Richmond Square, Providence,
Rhode Island 02906, for which the annual base rental is $200,000. In 2001, NTS
entered into a five-year lease for new offices providing 9,600 square feet for
approximately $10,800 per month located at 400 Massasoit Avenue, East
Providence, Rhode Island 02914. In April 2001, NTS entered into a forty-six
month sublease for its California operations at 10145 Pacific Heights Boulevard,
Suite 510, San Diego, CA 92121 providing for approximately 5,700 square feet for
$12,050 per month. NTS also maintains a local field office 6528 Greenleaf
Avenue, Suite 104, Whittier, CA 90601 on a month-to-month basis, and pays
approximately $450 per month. The Company believes these facilities will exceed
its needs in the foreseeable future, and is looking at options to reduce its
current lease requirements.

ITEM 3. Legal Proceedings.
------------------

On October 6, 1998, HNC Software Corp. ("HNC"), a significant competitor of the
Company's in the field of financial services, obtained a patent entitled "Fraud
Detection Using Predictive Modeling" and began advising prospective customers of
the Company of the patent. Upon review of the patent and consideration of prior
actions taken by HNC, the Company initiated a lawsuit against HNC in the United
States District Court in Providence, RI on November 25, 1998 alleging violation
of Sections 1 and 2 of the Sherman Act (antitrust), violation of the Rhode
Island Antitrust Act, patent invalidity, and infringement of the Company's
patents (infringement claims withdrawn January 10, 2000). The suit sought
various damages, including lost profits and treble damages. On June 15, 1999,
HNC answered the lawsuit denying the allegations, bringing a counterclaim
alleging infringement of the above described patent by the Company, and seeking
a declaration of invalidity and unenforceability of one of the Company's
patents. On the same day, HNC brought suit in San Diego, CA against Applied
Communications, Inc. (ACI) and its parent TSAI alleging various causes of action
including patent infringement of the above described patent by the Company's
PRISM product which ACI markets. In April 2000, HNC, ACI and its parent agreed
to dismiss the California lawsuit. During 2000, ACI requested that the Company
provide indemnification for approximately $870,000 of its legal counsel costs
pursuant to the PRISM License Agreement then in effect between ACI and the
Company. The Company is disputing the indemnification claim and does not believe
it is obligated to reimburse these costs.

On January 16, 2001, HNC and the Company agreed to settle the case. The Company
agreed to drop their claims in return for HNC agreeing not to enforce, or
threaten to enforce, its patent against the Company or its customers.

ITEM 4. Submission of Matters to a Vote of Security Holders.
----------------------------------------------------

No matters were submitted to a vote of security holders during the fourth
quarter of the year ended December 31, 2001.

An annual meeting of securityholders was held on September 12, 2001 at which the
merger of the Company and NTS was approved whereby NTS became a wholly-owned
subsidiary of the Company, directors were elected, the certificate of
incorporation of the Company was amended and incentive stock option plans of the
Company were amended and restated, all of which is described and set forth in
the Registration Statement on Form S-4 #333-63560 of the Company which is hereby
incorporated by reference.





PART II

ITEM 5. Market for Registrant's Common Stock and
Related Security Holder Matters.
----------------------------------------

The Company's common stock was first offered to the public in December 1983 and
is traded on the Nasdaq OTC Bulletin Board under the symbol "NEST."

Low Bid High Ask
------- --------

Year Ended December 31, 2001
- ----------------------------
1st Quarter $ .44 $ .97
2nd Quarter $ .75 $1.80
3rd Quarter $1.00 $1.59
4th Quarter $ .77 $1.20

Year Ended December 31, 2000
- ----------------------------
1st Quarter $ .69 $5.75
2nd Quarter $1.50 $4.25
3rd Quarter $1.88 $2.31
4th Quarter $ .27 $2.00


As at February 28, 2002, the number of holders of record of the issued and
outstanding common stock of the Company was 412, which includes brokers who hold
shares for approximately 1,782 beneficial holders.

The Company has not paid any cash dividends with respect to its Common Stock
since formation.

ITEM 6. Selected Financial Data.
------------------------

The following data includes the accounts of Nestor, Inc. for all periods
presented and NTS for the period September 13, 2001 through December 31, 2001
and the years 1998 and 1997. (From January 1, 1999 through September 12, 2001,
the Company's investment in NTS was recorded on the equity method.) The data
reflects the activity of Interactive in 1998 and 1997.




Years Ended December 31,
------------------------------------------------------------------------------------
2001 2000 1999 1998 1997
---- ---- ---- ---- ----

Revenue $ 3,520,925 $ 3,652,422 $ 5,114,779 $ 2,241,376 $ 5,681,076
Operating income (loss) $ (1,297,145) $ (1,548,777) $ 742,451 $ (5,236,975) $ (295,985)
Other income (expense) $ (186,809) $ (106,675) $ (97,386) $ (26,178) $ 31,321
Net loss $ (1,565,054) $ (2,994,574) $ (836,824) $ (5,263,153) $ (294,664)
Earnings per share
Weighted number of
outstanding shares -
basic and diluted 28,818,768 17,901,602 17,844,327 15,249,932 9,243,508
Loss per share $ (0.05) $ (0.17) $ (0.05) $ (0.36) $ (0.08)
SELECTED BALANCE SHEET DATA:
Total assets $ 22,035,420 $ 4,922,703 $ 6,773,905 $ 3,250,089 $ 2,613,031
Working capital $ 1,822,074 $ (199,775) $ 1,211,257 $ 535,806 $ 146,081
Long-term
Redeemable Preferred Stock $ --- $ --- $ --- $ --- $ 5,792,787
Capital lease obligations $ 2,409,202 $ --- $ --- $ --- $10,220
Deferred income $ 421,399 $ 2,036,896 $ 1,965,532 $ 440,400 $ ---






ITEM 7. Management's Discussion and Analysis
------------------------------------

PROSPECTIVE STATEMENTS

The Company experienced significant operating changes during the first
nine-months ended September 30, 2001. The Company changed its operating focus
from financial services products and services, primarily risk management
software, to intelligent traffic management products and services, primarily
red-light enforcement services and products. The Company entered into two
separate source-code licensing agreements for its PRISM product line appointing
Applied Communications, Inc. and Retail Decisions, Inc. as co-exclusive
resellers in industries of transaction processing. Additionally, essentially all
engineering, development, sales and marketing employees associated with the
financial solutions division were hired by these resellers. Future revenues from
our financial solutions products will come from a 15% royalty rate realized on
ACI generated PRISM revenues; and no direct license revenues, engineering and
modeling revenues, or operating expenses will be realized from this business
(see Notes 4 and 5 to the financial statements). Subsequent to the completion of
the merger with Nestor Traffic Systems, Inc. on September 12, 2001, the
Company's primary operation is in the field of intelligent traffic management
systems. See Note 2 to the financial statements. The financial statements and
management's discussion and analysis only include NTS results for the three and
one-half month period from September 13, 2001 to December 31, 2001.

The following discussion contains prospective statements regarding the Company,
its business outlook and results of operations, all of which are subject to
certain risks and uncertainties and to events that could cause the Company's
actual business, prospects and results of operations to differ materially from
those that may be anticipated by, or inferred from, such prospective statements.
Factors that may affect the Company's prospects include, without limitation: the
Company's limited liquidity, the Company's ability to successfully develop new
contracts for technology development; the impact of competition on the Company's
revenues or market share; delays in the Company's introduction of new products;
and failure by the Company to keep pace with emerging technologies.

Readers are cautioned not to place undue reliance on these prospective
statements, which speak only as of the date of this report. The Company
undertakes no obligation to revise any forward-looking statements in order to
reflect events or circumstances that may subsequently arise. Readers are urged
to carefully review and consider the various disclosures made by the Company in
this report and in the Company's reports filed with the Securities and Exchange
Commission.

CRITICAL ACCOUNTING POLICIES AND ESTIMATES

Nestor's consolidated financial statements are prepared in accordance with
accounting principles generally accepted in the United States, which require the
Company to make estimates and assumptions (see Note 1 to the Consolidated
Financial Statements). The Company believes that of its significant accounting
policies (see Note 1 to the Consolidated Financial Statements), the following
may involve a higher degree of judgment and complexity.

Revenue Recognition

Engineering service revenues ranging from installation, training, consulting and
modeling, software modification and customization: Arrangements that include
customization or modification of software, or where software services are deemed
essential, revenue is recognized using contract accounting. This methodology
involves a percentage-of-completion approach, based on progress-to-completion
measures on estimated total costs. If the Company does not accurately estimate
these total costs, or the projects are not properly managed to planned periods
and expectations, then future margins may be significantly and negatively
affected or losses on existing contracts may need to be recognized.

Lease and service fees for the Company's CrossingGuard project: Revenues are
expected to be generated from fees received from associated services. Management
estimates the percentage of citations that are expected to be collectible and
recognizes revenue accordingly. To the extent these estimates are not accurate,
the Company's operating results may be significantly and negatively affected.

Long Term Asset Impairment

In assessing the recoverability of the Company's long term assets, management
must make assumptions regarding estimated future cash flows and other factors to
determine the fair value. If these estimates change in the future, the Company
may be required to record impairment charges that were not previously recorded.
On January 1, 2002, the Company adopted Statement of Financial Accounting
Standards No. 142, "Goodwill and Other Intangible Assets" and "Accounting for
the Impairment or Disposal of Long-Lived Assets." The Company will be required
to analyze its goodwill for impairment as of 2002, and then on a periodic basis
thereafter.


LIQUIDITY AND CAPITAL RESOURCES

Cash Position and Working Capital

The accompanying financial statements have been prepared assuming that Nestor,
Inc. will continue as a going concern. As discussed in Note 1, the Company is
currently expending cash in excess of cash generated from operations, as
revenues are not yet sufficient to support future operations. These conditions
raise substantial doubt about the Company's ability to continue as a going
concern without additional financing. Management's plans in regard to these
matters are discussed in Note 1. The financial statements do not include any
adjustments to reflect the possible future effects on the recoverability and
classification of assets or the amounts and classification of liabilities that
may result from the outcome of this uncertainty.

The Company had cash and short-term investments of approximately $3,239,000 at
December 31, 2001 as compared with approximately $150,000 at December 31, 2000.
At December 31, 2001, the Company had working capital of $1,822,000, as compared
with working capital deficit of $200,000 at December 31, 2000. The increase in
working capital in 2001 reflects primarily; (i) the new $8,000,000 in equity
raised, (ii) negative working capital of $4,000,000 assumed upon acquisition of
all unowned shares of Nestor Traffic Systems, Inc., (iii) working capital
generated by Nestor, Inc. operations in the current year of approximately
$1,200,000, and (iv) offset by the consolidated working capital used by the
operating loss of NTS reported during the period September 13, through December
31, 2001 of $2,779,000.

The Company had a net worth of $16,392,000 at December 31, 2001, as compared
with a net worth of $168,000 at December 31, 2000. The increase in net worth
resulted primarily from; (i) $8,000,000 in new equity raised, (ii) $9,523,000 in
connection with the issuance of stock and warrants related to the NTS merger,
and (iii) offset by the consolidated net operating loss realized by the Company
of $1,565,000 in 2001.

Additional capital will be required to enable the Company to carry out product
delivery efforts under current contracts, to underwrite the delivery costs of
future systems delivered under turnkey agreements with municipalities, for
continued development and upgrading of its products, for customer support, and
for other operating uses. If the Company does not realize additional equity
and/or debt capital and revenues sufficient to maintain its operations at the
current level, management of the Company would be required to modify certain
initiatives including the cessation of some or all of its operating activities
until additional funds become available through investment or revenues.

The Company has retained investment advisors and is actively pursuing the
raising of additional capital. The possible success of these efforts, and the
effect of any new capital on the current structure of the Company, cannot be
determined as of the date of this filing.

Future Commitments

During 2001, Nestor acquired additional property and equipment (primarily
computers and related equipment) at a cost of $43,000, while NTS acquired
additional property and equipment (primarily East Providence leasehold
improvements and computers) at a cost of $548,000 and invested $2,039,000 in
equipment leased to customers. At December 31, 2001, Nestor recorded its
investments in computers and related equipment (net of depreciation) at
$653,000, and in leased equipment (net of depreciation) at $2,080,000.
Management expects that NTS will make future commitments for the purchase of
additional computers and related computing equipment, for furniture and
fixtures, for development of hardware, for consulting and for promotional and
marketing expenses.

On March 30, 2001, NTS and EDS entered into a ten-year agreement whereby EDS
will provide back-office citation processing support services on behalf of NTS
and its customers for CrossingGuard installations. EDS services include citation
printing, mailing, telephone inquiry, reporting, interface to court, and NTS
systems, and collection tracking and reporting. If requested, EDS would team
solely with NTS on proposal opportunities or NTS would have the option of
terminating the agreement if EDS declines to team with NTS on two consecutive
requests. NTS has agreed to pay EDS a monthly minimum fee (subject to credit for
actual ticket fees) starting August 2001. In certain cases, termination by NTS
may require a termination fee of $100,000 in years one and two and such fee
decreases $25,000 per year through year five.

On June 28, 2001, NTS entered into a Master Lease Purchase Agreement with EDS.
The agreement provides up to $6.1 million in system lease financing to support
current and future installations of the NTS CrossingGuard product to
municipalities under leasing terms. NTS may draw $53,053 per approach contracted
to fund system equipment, design, and installation costs. NTS received
$2,652,650 in advances during 2001. Advances are collateralized by equipment
delivered under leased CrossingGuard systems and are being repaid over 66 months
from the respective tranche advance date.

The Company does not generally grant payment terms to customers in excess of 90
days.

The Company's future contractual obligations and other commitments are as
follows:



Payment Due Date
Contractural --------------------------------------------------------------
Obligations Total < 1 Year 2-3 Years 4-5 Years Thereafter
----------- ----- -------- --------- --------- ----------


Capital lease obligations $4,248,053 $766,990 $1,636,800 $1,636,800 $207,463
including interest

Operating leases $1,488,000 $561,000 $ 717,000 $ 170,000 $ 40,000

Other Commitments
-----------------

EDS service arrangement $ 420,000 $420,000 $ --- $ --- $ ---




Amounts due on capital lease obligations in the preceding table will likely
increase as the number of intersection approaches are contracted and financed.

Amounts due under operating leases may also increase should the Company enter
additional arrangements deemed necessary to support development of the NTS
business plan.

Amounts due under the EDS service arrangement are required citation processing
fee minimums. Should the number of citations processed by EDS increase, as the
number of intersections approaches increase, amounts due under this arrangement
will likely increase as well.

Inflation

Management believes that the rate of inflation in recent years has not had a
material effect on the Company's operations.

RESULTS OF OPERATIONS

During the year-ended December 31, 2001, the Company reorganized by eliminating
direct investment in its Risk Management products and transferring all contracts
to a pure royalty basis while reacquiring all unowned shares of Nestor Traffic
Systems, Inc. on September 12, 2001 and reporting the operating results of this
subsidiary after that date. Accordingly, comparisons of operating activity
between fiscal 2001 and 2000 are of operations that have changed materially.
Looking forward, the consolidated operating results reported during the fourth
quarter of 2001 will more clearly reflect the operating costs associated with
the company in early 2002. Revenues will come primarily from ITS products and
services, and growth should be tied to growth in the number of CrossingGuard
approaches installed and operational. Nestor, Inc. is expecting to realize
royalties from non-ITS product licenses (primarily from ACI) of $600,000 per
year, subject to ACI's experience with licensing the Risk Management products in
the future.

ANALYSIS OF THE THREE-MONTH PERIODS ENDED DECEMBER 31, 2001 AND 2000

In the quarter ended December 31, 2001, the Company realized a 33% decrease in
revenues compared to the prior calendar quarter. Expenses increased 220% in 2001
resulting in an operating loss of $2,250,000 when compared to an operating loss
of $25,000 in the prior year fourth quarter. Payroll and consulting expenses
associated with the NTS product line development and deployment efforts in the
fourth quarter of 2001 were much greater than payroll costs to support the risk
management products in the comparable quarter in 2000. In part, this is due to
traffic products being delivered and supported on a direct basis, whereby risk
management products included engineering support provided by our resellers.
Additionally, general and administrative costs increased due to the inclusion of
NTS costs effective September 12, 2001 upon the completion of the merger. NTS
expenses were not consolidated prior to that date.

Revenues
- --------

The Company's revenues arise from licensing of the Company's products and
technology and from contract services and are discussed separately below. During
the quarter ended December 31, 2001, revenues decreased $286,000 to $567,000
from $853,000 in the prior calendar quarter. Fiscal 2000 revenues included
direct and royalty revenues realized from the risk management product line.
Fiscal 2001 revenues included $227,000 in royalties from risk management
products and $340,000 from traffic management products and services.

Software Licensing

Product-licensing revenues totaled $227,000 in the fourth quarter of 2001, as
compared with $760,000 in 2000. The decrease in these revenues reflects a
decrease in initial license fees realized from new PRISM products of $468,000 as
four new PRISM licenses were realized in the fourth quarter of 2000 as compared
to none in 2001.

Engineering Services

Engineering revenues totaled $340,000 in the fourth quarter of 2001, as compared
with $93,000 in 2000. The 2001 revenues relate entirely to the delivery of NTS
product and services, primarily under Rail CrossingGuard contracts. Prior year
engineering revenues related to PRISM customization and modeling services no
longer performed directly by the Company.

Operating Expenses
- ------------------

Total operating expenses - consisting of engineering, research and development,
selling and marketing, and general and administrative expenses - amounted to
$2,817,000 in the quarter ended December 31, 2001, an increase of $1,939,000
over total operating costs of $878,000 in the prior quarter.

Engineering Services

Costs related to engineering services totaled $906,000 in the fourth quarter of
2001, as compared with $188,000 in 2000. The increase in these costs reflects
the payroll and consulting expenses incurred by NTS for product delivery efforts
in 2001 as compared to engineering payrolls needed to support PRISM
deliverables, primarily delivered through third-party resellers requiring
limited engineering support from the Company.

Research and Development

Research and development expenses totaled $1,047,000 in the quarter ended
December 31, 2001 as compared with $248,000 in the previous year's quarter. The
increase in such costs is consistent with the increase in engineering services
expenses.

Selling and Marketing

Selling and marketing costs increased $109,000 to $334,000 in the quarter ended
December 31, 2001, from $225,000 in the previous year's quarter. The increase in
selling costs in the quarter reflects, primarily, an increase in staffing for
the deployment of NTS products, including a west coast and east coast presence
over sale and marketing efforts required for the PRISM product which was
primarily marketed through a distributor.

General and Administrative

General and administrative expenses totaled $529,000 in the fourth quarter of
2001, as compared with $217,000 in the previous year's quarter. General and
administrative costs for the quarter ended December 2001 reflect the combination
of Nestor and NTS administrative expenses into a combined organization.

Other Expense
- -------------

For 2001, net other expense was $115,000, as compared with net other expense of
$31,000 in the quarter-earlier period. In 2001, other expense was comprised
primarily of loss on asset disposals of $62,000 and warrant amortization expense
of $26,000. In 2000, other expense was comprised primarily of $26,000 of
amortization expense related to the assigned value of warrants outstanding and
being amortized over their remaining life.

Investment in Product Development and Marketing
- -----------------------------------------------

The Company has not capitalized any expenses relating to the development or
marketing of its products during the current quarter.

Net Income
- ----------

During the fourth quarter in 2001, the Company experienced a loss of $2,365,000,
as compared with a loss of $379,000 in the previous year's quarter. For the
quarter ended December 31, 2001, loss per share available for common stock was
$0.05 per share, as compared with a loss per share of $0.02 in the corresponding
period of the prior fiscal quarter. For the quarter ended December 31, 2001,
there was outstanding a weighted average of 50,476,112 shares, as compared to
17,920,116 shares in the fourth quarter of 2000.

ANALYSIS OF THE YEARS ENDED DECEMBER 31, 2001 AND 2000

In the year ended December 31, 2001, the Company realized a 4% decrease in
revenues compared to the prior calendar year. Expenses decreased 19% in 2001
resulting in an operating loss of $1,565,000 when compared to an operating loss
of $2,995,000 in the prior year.

Revenues
- --------

The Company's revenues arise from licensing of the Company's products and
technology and from contract services and are discussed separately below. During
the year ended December 31, 2001, revenues decreased $131,000 to $3,521,000 from
$3,652,000 in the prior calendar year. The company granted source-code
distribution rights to two companies in 2001 for up-front source-code license
fees and, from ACI, ongoing royalties of equal to 15% of future revenues
realized from the licensed software. Beginning in the fourth quarter of 2001,
the Company's revenues will be generated primarily from sales, support, and
services provided regarding its intelligent traffic management product line.
Ongoing revenues from the risk management product line will come from the ACI
distributor agreement and are currently averaging around $50,000 per month.

Software Licensing

Product-licensing revenues totaled $2,997,000 in 2001, as compared with
$2,537,000 in 2000. The Company realized net ReD license revenues of $832,000 in
the second quarter of 2001 (See Note 17 of the financial statements), and
$1,104,000 from the ACI license in the first quarter of 2001 (See Note 16 of the
financial statements).

Engineering Services

Engineering revenues totaled $524,000 in 2001, as compared with $1,115,000 in
2000. The decrease in engineering revenues is primarily the result of the
transfer of engineering and modeling services related to PRISM licenses to
either ACI in February 2001 or ReD in May 2001. Fourth quarter engineering
services revenues in 2001 of $340,000 relate primarily to traffic system
revenues generated after the merger was completed on September 12, 2001.

Operating Expenses
- ------------------

Total operating expenses - consisting of engineering, research and development,
selling and marketing, and general and administrative expenses - amounted to
$4,818,000 in the year ended December 31, 2001, a decrease of $383,000 over
total operating costs of $5,201,000 in the prior year.

Engineering Services

Costs related to engineering services totaled $1,146,000 in 2001, as compared
with $967,000 in 2000. The increase in these costs reflects the addition of NTS
engineering expenses effective on the merger completed September 12, 2001.

Research and Development

Research and development expenses totaled $1,641,000 in the year ended December
31, 2001 as compared with $1,247,000 in the prior year. The increase in such
costs reflects the net of increased investment in the NTS products included in
the consolidated expenses after the merger completed on September 12, 2001.

Selling and Marketing

Selling and marketing costs decreased $703,000 to $791,000 in the year ended
December 31, 2001, from $1,494,000 in the prior year. The decrease in selling
costs in the year reflects, primarily, the transfer of sales and marketing
activity for the PRISM product to ACI and ReD during early 2001.

General and Administrative

General and administrative expenses totaled $1,240,000 in 2001, as compared with
$1,493,000 in the previous year. The decrease reflects a decrease in legal
expenses related to the Nestor versus HNC Software lawsuit settled in January
2001 and the contribution to overhead and facility cost by ReD and ACI under
sublicense agreements during 2001, offset in part by the inclusion of NTS
expenses after the merger on September 12, 2001.

Other Expense
- -------------

For 2001, net other expense was $187,000, as compared with net other expense of
$107,000 in the year-earlier period. In 2001, other expense included loss on
asset disposals of $62,000, and both years included $106,000 of amortization
expense related to the assigned value of warrants outstanding and being
amortized over their remaining life.


Loss from Investment in Affiliate
- ---------------------------------

During 2000, the Company's affiliate NTS sold additional common stock interests
reducing the Company's equity interest in the affiliate to 34.6%. The Company's
interests in NTS are accounted for under the equity method of accounting in 2000
and 1999. As a result of the Company's equity interest in NTS, the Company
reported a loss from investment in affiliate of $1,339,000 in 2000, representing
34.6% of NTS's actual net loss in 2000 of $3,513,000. The pre-merger loss from
investment in affiliate recorded in 2001 of $81,100 reflected Nestor's portion
of NTS losses realized under the equity method of accounting prior to the
merger, and limited by Nestor's net investment in the subsidiary as of December
31, 2000.

Investment in Product Development and Marketing
- -----------------------------------------------

The Company has not capitalized any expenses relating to the development or
marketing of its products during 2001 or 2000.

Net Income
- ----------

During 2001, the Company experienced a loss of $1,565,000, as compared with a
loss of $2,995,000 in the prior year. For the year ended December 31, 2001, loss
per share was $0.05 per share, as compared with a loss per share of $0.17 in the
corresponding period of the prior fiscal year. For the year ended December 31,
2001, there was outstanding a weighted average of 28,818,768 shares, as compared
to 17,844,327 shares in the year-earlier period.

ANALYSIS OF THE YEARS ENDED DECEMBER 31, 2000 AND 1999

In the year ended December 31, 2000, the Company realized a 40% decrease in
revenues compared to the prior calendar year. Expenses increased 19% in 2000
resulting in an operating loss of $1,549,000 when compared to an operating
profit of $742,000 in the prior year. Revenues from our distribution partners,
ACI and CSK, were down in 2000 as were revenues from direct sales efforts.

Revenues
- --------

The Company's revenues arise from licensing of the Company's products and
technology and from contract engineering services and are discussed separately
below. During the year ended December 31, 2000, revenues decreased $1,463,000 to
$3,652,000 from $5,115,000 in the prior calendar year. Customers held off
committing to new software integration projects in 2000 in part resulting from
the effects of the millennium change and perceived software issues.

Software Licensing

Product-licensing revenues totaled $2,537,000 in 2000, as compared with
$3,872,000 in 1999. The decrease in these revenues reflects a decrease in
initial license fees realized from new PRISM products of $900,000 as thirteen
new license were realized in 1999 as compared to eight in 2000, and a decrease
in monthly use fees of $360,000 resulting from licenses sold or terminated that
were not fully offset by the new licenses coming on-line in 2000.

Engineering Services

Engineering revenues totaled $1,115,000 in 2000, as compared with $1,243,000 in
1999. These revenues relate to new license installations and customer-funded
modifications of the Company's PRISM products. The decrease is related to the
drop in new PRISM licenses, and the associated installation work, noted in
"Software Licensing" above, offset in part by modeling and customization work in
2000 from 1999 licenses.

Operating Expenses
- ------------------

Total operating expenses - consisting of engineering, research and development,
selling and marketing, and general and administrative expenses - amounted to
$5,201,000 in the year ended December 31, 2000, an increase of $829,000 over
total operating costs of $4,372,000 in the prior year.

Engineering Services

Costs related to engineering services totaled $967,000 in 2000, as compared with
$1,023,000 in 1999. The decrease in these costs reflects related decrease in
engineering revenues realized in 2000.

Research and Development

Research and development expenses totaled $1,247,000 in the year ended December
31, 2000 as compared with $921,000 in the prior year. The increase in such costs
reflects the net of increased investment in product development in all of the
Company's product lines in the current year, including PRISM V6.0 shipped in the
fourth quarter of 2000, development of eCLIPSE, and development of PRISM eFraud
during 2000.

Selling and Marketing

Selling and marketing costs increased $276,000 to $1,494,000 in the year ended
December 31, 2000, from $1,218,000 in the prior year. The increase in selling
costs in the year reflects, primarily, an increase in staffing for the
development and support of partner and direct customer relationships for the
licensing of the PRISM products.

General and Administrative

General and administrative expenses totaled $1,493,000 in 2000, as compared with
$1,210,000 in the previous year. General and administrative costs for the year
ended December 2000 reflect increased legal expenses related to the lawsuit
initiated against HNC Software in November 1998, settled in January 2001.

Other Expense
- -------------

For 2000, net other expense was $107,000, as compared with net other expense of
$97,000 in the year-earlier period. In 2000, other expense was comprised
primarily of $106,000 of amortization expense related to the assigned value of
warrants outstanding and being amortized over their remaining life.

Loss from Investment in Affiliate
- ---------------------------------

During 2000, the Company's affiliate NTS sold additional common stock interests
reducing the Company's equity interest in the affiliate to 34.6%. The Company's
interests in NTS are accounted for under the equity method of accounting in 2000
and 1999. As a result of the Company's equity interest in NTS, the Company
reported a loss from investment in affiliate of $1,339,000 in 2000, representing
34.6% of NTS's actual net loss in 2000 of $3,513,000, and the Company reported
$1,482,000 in 1999, representing 49% of NTS's actual net loss in 1999 of
$2,453,000 reflecting varying ownership percentages during 1999. NTS was a
development stage company, incurring costs of raising capital, research and
development, establishing supplies and production processes, and sales and
marketing. During 1998, NTS was included in the consolidated financial results
of the Company and reported a net loss of $1,934,000.

Investment in Product Development and Marketing
- -----------------------------------------------

The Company has not capitalized any expenses relating to the development or
marketing of its products.

Net Income
- ----------

During 2000, the Company experienced a loss of $2,995,000, as compared with a
loss of $837,000 in the prior year. For the year ended December 31, 2000, loss
per share available for common stock was $0.17 per share, as compared with a
loss per share of $0.05 in the corresponding period of the prior fiscal year.
For the year ended December 31, 2000, there was outstanding a weighted average
of 17,901,602 shares, as compared to 17,844,327 shares in the year-earlier
period.


ITEM 7(a) Quantitative and Qualitative Disclosure about Market Risk.
----------------------------------------------------------

The Company has long term lease obligations, however the interest
rate is fixed. Therefore, management assesses their exposure to
these risks as immaterial.


ITEM 8. Financial Statements and Supplementary Data

See annexed financial statements.


ITEM 9. Changes in and Disagreements with Accountants on Accounting
and Financial Disclosure
-----------------------------------------------------------

Not Applicable.





SIGNATURE

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

NESTOR, INC.
(Registrant)

/s/ David Fox
--------------------------------------------
David Fox, President and CEO

Date: March 29, 2002

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

Signatures Title Date
---------- ----- ----

/s/ Alan M. Wiener
- ---------------------------------
Alan M. Wiener Chairman of the Board March 29, 2002


/s/ Robert M. Carroll
- ---------------------------------
Robert Carroll Director March 29, 2002


/s/ Leon N Cooper
- --------------------------------- Founding Co-Chairman
Leon N Cooper and Director March 29, 2002


/s/ Charles Elbaum
- --------------------------------- Founding Co-Chairman
Charles Elbaum and Director March 29, 2002


/s/ J. Steve Emerson
- ---------------------------------
J. Steve Emerson Director March 29, 2002


/s/ David Fox President
- --------------------------------- Chief Executive Officer
David Fox and Director March 29, 2002


/s/ David A. Polak
- ---------------------------------
David A. Polak Director March 29, 2002


/s/ Bruce W. Schnitzer
- ---------------------------------
Bruce W. Schnitzer Director March 29, 2002


/s/ Alvin J. Siteman
- ---------------------------------
Alvin J. Siteman Director March 29, 2002







ITEM 8.








CONSOLIDATED FINANCIAL STATEMENTS




FORM 10-K




December 31, 2001








NESTOR, INC.

CONTENTS






PAGE NO.
--------



Independent Auditor's Report 26

Consolidated Balance Sheets - 27
December 31, 2001 and 2000

Consolidated Statements of Operations - 28
For the Years Ended December 31, 2001, 2000 and 1999

Consolidated Statements of Stockholders' Equity - 29
For the Years Ended December 31, 2001, 2000 and 1999

Consolidated Statements of Cash Flows - 30
For the Years Ended December 31, 2001, 2000 and 1999

Notes to Consolidated Financial Statements 31












REPORT OF INDEPENDENT AUDITORS


The Board of Directors and Stockholders
of Nestor, Inc.

We have audited the accompanying consolidated balance sheets of Nestor, Inc. as
of December 31, 2001 and 2000, and the related consolidated statements of
operations, stockholders' equity and cash flows for each of the three years in
the period ended December 31, 2001. Our audits also included the financial
statement schedule listed in the index at Item 14(a). These financial statements
and schedule are the responsibility of the Company's management. Our
responsibility is to express an opinion on these financial statements and
schedule based on our audits.

We conducted our audits in accordance with auditing standards generally accepted
in the United States. Those standards require that we plan and perform the audit
to obtain reasonable assurance about whether the financial statements are free
of material misstatement. An audit includes examining, on a test basis, evidence
supporting the amounts and disclosures in the financial statements. An audit
also includes assessing the accounting principles used and significant estimates
made by management, as well as evaluating the overall financial statement
presentation. We believe that our audits provide a reasonable basis for our
opinion.

In our opinion, the 2001 and 2000 financial statements referred to above present
fairly, in all material respects, the consolidated financial position of Nestor,
Inc. at December 31, 2001 and 2000, and the consolidated results of its
operations and its cash flows for each of the three years in the period ended
December 31, 2001 in conformity with accounting principles generally accepted in
the United States. Also, in our opinion, the related financial statement
schedule when considered in relation to the basic financial statements taken as
a whole, presents fairly in all material respects the information set forth
therein.

The accompanying financial statements have been prepared assuming that Nestor,
Inc. will continue as a going concern. As discussed in Note 1, the Company is
currently expending cash in excess of cash generated from operations, as
revenues are not yet sufficient to support operations and the Company has
incurred significant losses. These conditions raise substantial doubt about the
Company's ability to continue as a going concern. Management's plans in regard
to these matters are discussed in Note 1. The financial statements do not
include any adjustments to reflect the possible future effects on the
recoverability and classification of assets or the amounts and classification of
liabilities that may result from the outcome of this uncertainty.


/s/ ERNST & YOUNG LLP



Providence, Rhode Island
February 26, 2002









NESTOR, INC.
Consolidated Balance Sheets
---------------------------
DECEMBER 31,
ASSETS 2001 2000
---- ----

CURRENT ASSETS:
Cash and cash equivalents $ 2,294,987 $ 150,035
Restricted cash 943,926 ---
Accounts receivable, net of allowance for doubtful accounts 158,206 693,555
Unbilled contract revenue 595,023 1,260,884
Due from affiliate --- 322,952
Inventory 375,098 ---
Other current assets 298,273 91,042
------------- -------------
Total current assets 4,665,513 2,518,468

NONCURRENT ASSETS:
Long term unbilled contract revenue 421,399 2,036,896
Investment in affiliate --- 81,100
Capitalized system costs, net of accumulated depreciation 2,079,938 ---
Property and equipment at cost, net of accumulated depreciation 652,644 177,377
Deferred development costs --- 32,000
Goodwill 14,080,684 ---
Patent development costs, net of accumulated amortization 135,242 76,862
------------- -------------

TOTAL ASSETS $ 22,035,420 $ 4,922,703
============= =============

LIABILITIES AND STOCKHOLDERS' EQUITY

CURRENT LIABILITIES:
Line of credit $ --- $ 419,769
Accounts payable 601,361 253,696
Accrued employee compensation 478,444 265,779
Accrued liabilities 944,298 472,983
Deferred income 481,892 1,306,016
Leases payable 306,327 ---
------------- -------------
Total current liabilities 2,812,322 2,718,243

NONCURRENT LIABILITIES:
Long term deferred income 421,399 2,036,896
Long term leases payable 2,409,202 ---
------------- -------------
Total liabilities 5,642,923 4,755,139
------------- -------------

Commitments and contingencies --- ---

STOCKHOLDERS' EQUITY:
Preferred stock, $1.00 par value, authorized 10,000,000 shares;
issued and outstanding: Series B - 235,000 shares at
December 31, 2001 and 2000 235,000 235,000
Common stock, $.01 par value, authorized 100,000,000 shares;
issued and outstanding: 50,241,112 shares at December 31, 2001
and 17,688,449 shares at December 31, 2000 502,411 176,884
Warrants 2,612,368 843,434
Additional paid-in capital 43,129,655 27,434,129
Retained deficit (30,086,937) (28,521,883)
-------------- -------------
Total stockholders' equity 16,392,497 167,564
------------- -------------

TOTAL LIABILITIES AND STOCKHOLDERS' EQUITY $ 22,035,420 $ 4,922,703
============= =============

SIGNIFICANT RELATED PARTY TRANSACTIONS ARE DESCRIBED IN NOTE 13.
THE NOTES TO THE FINANCIAL STATEMENTS ARE AN INTEGRAL PART OF THIS STATEMENT.







NESTOR, INC.
Consolidated Statements of Operations
-------------------------------------


YEARS ENDED DECEMBER 31,
2001 2000 1999
----------------------------------------------------


Revenue (Notes 13, 16 and 17):
Software licensing $ 2,996,550 $ 2,537,511 $ 3,872,016
Engineering services 524,374 1,114,911 1,242,763
------------- ------------- -------------

Total revenue 3,520,924 3,652,422 5,114,779
------------- ------------- -------------

Operating expenses:
Engineering services 1,145,864 966,681 1,023,046
Research and development 1,641,024 1,247,205 920,918
Selling and marketing 791,284 1,493,968 1,218,476
General and administrative 1,239,897 1,493,345 1,209,888
------------- ------------- -------------

Total operating expenses 4,818,069 5,201,199 4,372,328
------------- ------------- -------------


Income (loss) from operations (1,297,145) (1,548,777) 742,451

Other expense - net (186,809) (106,675) (97,386)
-------------- -------------- --------------

Income (loss) before income taxes
and investment loss (1,483,954) (1,655,452) 645,065

Income taxes --- --- ---
Loss from investment in affiliate (81,100) (1,339,122) (1,481,889)
-------------- -------------- --------------

Net loss $ (1,565,054) $ (2,994,574) $ (836,824)
============== ============== ==============


Loss Per Share:

Loss per share, basic and diluted $ (0.05) $ (0.17) $ (0.05)
============== ============= ==============

Shares used in computing loss per share:
Basic and diluted 28,818,768 17,901,602 17,844,327
============= ============= =============


THE NOTES TO THE FINANCIAL STATEMENTS ARE AN INTEGRAL PART OF THIS STATEMENT.











Nestor, Inc.
Consolidated Statement of Stockholders' Equity
----------------------------------------------


Common Stock Preferred Stock
---------------------- -------------------- Additional Retained
Shares Amount Shares Amount Paid-in Capital Deficit Warrants Total
------ ------ ------ ----- --------------- ------------- ---------- -----------

BALANCE AT
DECEMBER 31, 1998 17,479,327 $174,793 365,000 $ 365,000 $24,504,556 $(24,690,485) $ 630,467 $ 984,331


Conversion of
Preferred Stock
to Common Stock 20,000 200 (20,000) (20,000) 19,800 --- --- ---

Issuance of equity
by subsidiary --- --- --- --- 2,049,767 --- --- 2,049,767

Accretion value
of warrants
--- --- --- --- --- --- 106,484 106,484
Loss for the
year ended
December 31, 1999 --- --- --- --- --- (836,824) --- (836,824)
----------- -------- -------- --------- ----------- ------------- ---------- ------------
BALANCE AT
DECEMBER 31, 1999 17,499,327 $174,993 345,000 $ 345,000 $26,574,123 $(25,527,309) $ 736,951 $ 2,303,758


Issuance of
Common Stock 79,122 791 --- --- 84,846 --- --- 85,637

Conversion of
Preferred Stock
to Common Stock 110,000 1,100 (110,000) (110,000) 108,900 --- --- ---

Issuance of equity
by subsidiary --- --- --- --- 666,260 --- --- 666,260

Accretion value
of warrants --- --- --- --- --- --- 106,483 106,483

Loss for the
year ended
December 31, 2000 --- --- --- --- ---- (2,994,574) --- (2,994,574)
----------- -------- -------- --------- ----------- ------------- ---------- -----------
BALANCE AT
DECEMBER 31, 2000 17,688,449 $176,884 235,000 $ 235,000 $27,434,129 $(28,521,883) $ 843,434 $ 167,564


Issuance of
Common Stock 32,338,558 323,386 --- --- 17,199,473 --- --- 17,522,859

Accretion value
of warrants --- --- --- --- --- --- 106,484 106,484

Variable warrants --- --- --- --- (1,662,450) --- 1,662,450 ---

Options exercised 214,105 2,141 --- --- 158,503 --- --- 160,644

Loss for the
year ended
December 31, 2001 --- --- --- --- --- (1,565,054) --- (1,565,054)
----------- -------- -------- --------- ----------- ------------- ---------- -----------
BALANCE AT
DECEMBER 31, 2001 50,241,112 $502,411 235,000 $ 235,000 $43,129,655 $(30,086,937) $2,612,368 $16,392,497
========== ======== ======= ========= =========== ============ ========== ===========



THE NOTES TO THE FINANCIAL STATEMENTS ARE AN INTEGRAL PART OF THIS STATEMENT.










NESTOR, INC.
Consolidated Statements of Cash Flows
-------------------------------------

YEARS ENDED DECEMBER 31,
2001 2000 1999
-----------------------------------------------------

CASH FLOWS FROM OPERATING ACTIVITIES:
Net loss $ (1,565,054) $ (2,994,574) $ (836,824)
Adjustments to reconcile net loss
to net cash provided (used) by operating activities:
Depreciation and amortization 239,178 116,540 120,257
Loss on disposal of fixed assets 66,666 --- ---
Loss from investment in affiliate 81,100 1,339,122 1,481,889
Expenses charged to operations relating to
options, warrants and capital transactions 106,484 106,483 106,484
Increase (decrease) in cash arising from
changes in assets and liabilities:
Restricted cash (943,926) --- ---
Accounts receivable 702,114 290,763 (471,570)
Unbilled contract revenue 384,068 (131,764) (2,397,648)
Inventory 126,801 --- ---
Other assets 55,208 70,767 (168,053)
Accounts payable and accrued expenses (277,277) (124,624) 279,101
Deferred income (610,703) 6,163 2,244,213
-------------- ------------- -------------

Net cash provided (used) by operating activities (1,635,342) (1,321,124) 357,849
-------------- -------------- -------------

CASH FLOWS FROM INVESTING ACTIVITIES:
Payments from (advances to) affiliate - net 322,952 (45,764) (320,459)
Cash of acquired affiliate 361,804 --- ---
Acquisition costs (555,269) --- ---
Investment in capitalized systems (454,778) --- ---
Purchase of property and equipment (90,052) --- (61,337)
Patent development costs (60,335) (20,968) (55,894)
-------------- -------------- --------------

Net cash used by investing activities (475,678) (66,732) (437,690)
-------------- -------------- --------------

CASH FLOWS FROM FINANCING ACTIVITIES:
Repayment of obligations under capital leases (17,124) (16,317) (46,540)
Proceeds from (repayment of) line of credit (419,769) 419,769 ---
Proceeds from leases payable 742,742 --- ---
Proceeds from issuance of common stock - net 3,950,123 85,637 ---
------------- ------------- -------------

Net cash provided (used) by financing activities 4,255,972 489,089 (46,540)
------------- ------------- --------------

Net change in cash and cash equivalents 2,144,952 (898,767) (126,381)
Cash and cash equivalents - beginning of year 150,035 1,048,802 1,175,183
------------- ------------- -------------

Cash and cash equivalents - end of year $ 2,294,987 $ 150,035 $ 1,048,802
============= ============= =============

SUPPLEMENTAL CASH FLOWS INFORMATION:
Interest paid 65,355 $ 10,603 $ 13,054
============= ============= =============

Income taxes paid --- $ --- $ ---
============= ============= =============

SIGNIFICANT NON-CASH TRANSACTIONS ARE DESCRIBED IN NOTES 8, 12 AND 16. THE NOTES
TO THE FINANCIAL STATEMENTS ARE AN INTEGRAL PART OF THIS STATEMENT.






NOTES TO THE FINANCIAL STATEMENTS

NOTE 1 - SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES:
A. Liquidity and management's plans
As a result of the ACI and ReD agreements and the NTS merger, the
Company's primary operations relate to NTS. In 2000, NTS was
considered a development stage company with limited revenues.
NTS's primary activities through December 31, 2000, consisted
primarily of raising capital, research and development,
establishing supplies and production processes, and sales and
marketing. Although the NTS merger raised working capital through
the issuance of Nestor, Inc. common stock, the Company is
currently expending cash in excess of cash generated from
operations, as revenues are not yet sufficient to support
operations and the Company has incurred significant losses. These
conditions raise substantial doubt about the Company's ability to
continue as a going concern without additional financing to carry
out product delivery efforts under current contracts, to
underwrite the delivery costs of future systems delivered under
turnkey agreements with municipalities, for continued development
and upgrading of its products, for customer support, and for
other operating uses. If the Company does not realize additional
equity and/or debt capital or revenues sufficient to maintain its
operations at the current level, management of the Company would
be required to modify certain initiatives including the cessation
of some or all of its operating activities until additional funds
become available through investment or revenues.

The Company has retained investment advisors and is actively
pursuing the raising of additional capital. The possible success
of these efforts, and the effect of any new capital on the
current structure of the Company, cannot be determined as of the
date of this filing.

B. Organization
Nestor, Inc. (the "Company") was organized on March 21, 1983 in
Delaware to exploit, develop and succeed to certain patent rights
and know-how which the Company acquired from its predecessor,
Nestor Associates, a limited partnership. The Company's principal
office is located in Providence, RI.

Nestor, Inc. organized two wholly-owned subsidiaries, Nestor
Traffic Systems, Inc. ("NTS") and Nestor Interactive, Inc.
("Interactive") effective January 1, 1997. Effective November 7,
1998, the Company ceased further investment in the Interactive
subsidiary. In 1999, NTS sold in the aggregate a 58.1%
common-stock interest to a private group of investors. In June
2000, NTS sold additional shares of its common stock to private
investors, bringing the Company's ownership of NTS to 34.62%. As
discussed in Note 12, on September 12, 2001, NTS was merged into
a wholly-owned subsidiary of the Company. The merger was
accounted for as a purchase. Accordingly, the consolidated
financial statements include NTS balances at December 31, 2001,
and operating results from September 13, 2001 through December
31, 2001. All intercompany transactions and balances have been
eliminated.

In 2001, Nestor, Inc. ceased direct product development, sales
and support in the fields of fraud detection, financial risk
management, and customer relationship management ("CRM"). Through
license agreements entered into with Applied Communications, Inc.
("ACI") on February 1, 2001 (Note 16), and with Retail Decisions,
Inc. ("ReD") on May 18, 2001 (Note 17), co-exclusive development,
licensing and support rights were granted to these resellers in
fraud and risk management; and non-exclusive rights in the field
of CRM were granted to ReD. Nestor will continue to receive
royalties from future ACI licensing revenues realized from the
Company's products. In addition, all expenses associated with
development, support and selling these products were transferred
to these parties.

C. Cash equivalents and restricted cash
The Company considers all highly liquid debt instruments
purchased with an original maturity of 90 days or less to be cash
equivalents. Restricted cash represents the unexpended balance of
advances received under a financing agreement (Note 6). Advances
are restricted to equipment, installation and service costs for
certain contracted CrossingGuard approaches.

D. Unbilled contract revenues
Unbilled contract revenues represent primarily minimum guaranteed
monthly license fees (See G and H below) where a customer pays a
portion of the license fees over the software license term
(usually five years) based on a contractually predetermined
minimum volume of transactions.

E. Depreciation and amortization
Depreciable assets are recorded at cost. Depreciation and
amortization are provided on the straight-line method over the
estimated useful lives of the respective assets or lease terms.

Maintenance and repairs are expensed as incurred. Major renewals
and betterments are capitalized.

F. Product and patent development costs
The costs of development of the Company's software - which
consist primarily of labor and outside consulting and are an
inherent cost of the Company's business - and costs of research
and development are expensed until technological feasibility has
been established for the product. Thereafter, all software
production costs are capitalized and subsequently reported at the
lower of unamortized cost or net realizable value. Capitalized
costs are amortized on a straight-line basis over the estimated
economic life (three to five years) of the product.

Patent-development costs are expensed or capitalized, as
appropriate. Amortization of capitalized costs is on a
straight-line basis over the shorter of the estimated economic
life, or statutory life, of the patent.

G. Deferred Income
Corresponding with unbilled contract revenues, deferred income
represents primarily minimum guaranteed monthly license fees (see
D above and H below) where a customer pays a portion of the
license fees over the software license term (usually five years)
based on a contractually predetermined minimum volume of
transactions.

Additionally, in certain instances, the Company bills and/or
collects payment from customers prior to the delivery of the
software product or performance of contracted maintenance or
services, resulting in deferred income.

H. Revenue recognition
Nestor, Inc.:
Revenue is derived from software licenses (Initial License Fees),
user fees (Monthly License Fees), postcontract customer support
(PCS) and engineering services. In software arrangements that
include multiple elements, the Company allocates the total
arrangement fee among each deliverable based on the relative fair
value of each of the deliverables determined based on
vendor-specific objective evidence as per AICPA Statement of
Position 97-2 - Software Revenue Recognition.

Software Licenses - The Company recognizes the revenue allocable
to software licenses upon delivery of the software product to the
end user, unless the fee is not fixed or determinable or
collectibility is not probable. The Company considers all
arrangements with payment terms extending beyond twelve months
and other arrangements with payment terms longer than normal not
to be fixed or determinable. If the fee is not fixed or
determinable, revenue is recognized as payments become due from
the customer. In most situations, the Company considers its
acceptance terms as perfunctory. Arrangements that include
acceptance terms that are not considered perfunctory are not
recognized until acceptance has occurred. If collectibility is
not considered probable, revenue is recognized when the fee is
collected. Revenue on arrangements with customers who are not the
ultimate users (distributors, other resellers, etc.) is not
recognized until the software is delivered to an end user.

Nestor Traffic Systems, Inc.:
Revenue is derived mainly from the sale or lease of products
which incorporate NTS's software and the delivery of services
based upon such products. Lease and service fees include software
licenses and processing service fees tied to citations issued to
red-light violators. NTS provides equipment, in some instances
under operating lease agreements, PCS and engineering services.
In software arrangements that include multiple elements, the
total arrangement fee is allocated among each deliverable based
on the relative fair value of each of the deliverables determined
based on vendor-specific objective evidence.

Product Sales - The Company recognizes the revenue allocable to
product sales upon delivery of the product.

Lease and Service Fees - The Company recognizes lease and service
fee revenue from operating lease arrangements with customers over
the terms of the lease agreements. The majority of NTS's
CrossingGuard revenues are expected to be generated from fees
received from red-light violation citations issued by the system
and associated services. Revenues are recognized upon the
issuance of the related tickets.

Both companies:
Postcontract Customer Support - PCS includes maintenance
agreements. Revenue allocable to PCS is recognized on a
straight-line basis over the period the PCS is provided.

Engineering Services - Engineering services range from
installation, training, and basic consulting to modeling,
software modification and customization to meet specific customer
needs. For arrangements that include customization or
modification of the software, or where software services are
otherwise considered essential, revenue is recognized using
contract accounting. Revenue from these software arrangements is
recognized on a percentage-of-completion method with
progress-to-completion measured based upon estimated total costs.
Contracts may include penalty provisions relating to timely
performance and delivery. Penalties are charged to operations as
incurred.

Training revenue is recognized upon the completion of training
sessions with the customer.

I. Inventory
Inventory is valued at the lower of cost or market on the
first-in, first-out basis and consists of the following at
December 31, 2001:

December 31, 2001
-----------------

Work-in-progress $ 364,162
Finished goods 10,936
-----------
Total inventory $ 375,098
===========

J. Goodwill
Goodwill represents the excess of cost over the fair value of net
assets acquired. The Company continually assesses the Company
value of goodwill to determine whether impairment has occurred.
Statement of Financial Accounting Standards (SFAS) No. 121,
"Accounting for the Impairment of Long-Lived Assets and for
Long-Lived Assets to be Disposed of," requires that long-lived
assets and certain intangibles held and used by the Company be
reviewed for impairment whenever events or changes in
circumstances indicate that the carrying amount of the asset may
not be recoverable. If the estimated undiscounted cash flows that
are expected to result from the use of the asset are less than
the carrying amount of the asset, an impairment loss is recorded
equal to the excess of the carrying amount over the fair value of
the asset.

K. Concentrations of credit risk
The Company's financial instruments that are exposed to
concentrations of credit risk consist primarily of cash and cash
equivalents and trade accounts receivable. The Company places its
cash and temporary cash investments with high credit quality
institutions. At times such investments may be in excess of the
FDIC insurance limit. The Company routinely assesses the
financial strength of its customers and, as a result, believes
that its trade accounts receivable credit risk exposure is
limited. The Company does not require collateral from its
customers.

L. Estimates
The preparation of financial statements in conformity with
accounting principles generally accepted in the United States
requires management to make estimates and assumptions that affect
the reported amounts of assets and liabilities and disclosure 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 could differ from
those estimates.

M. Earnings (loss) per share
The Company reports its earnings (loss) per share ("EPS") in
accordance with the provisions of the Financial Accounting
Standards Board Statement No. 128, Earnings Per Share ("FAS
128"). Basic EPS is calculated by dividing the net income (loss)
by the weighted average number of common shares outstanding for
the period, without consideration for common stock equivalents.
Diluted EPS is computed giving effect to common stock equivalents
and other dilutive securities, unless the computation results in
anti-dilution.

N. Shipping and handling costs
Shipping and handling costs are included in engineering services
expense.


NOTE 2 - ACCOUNTS RECEIVABLE, NET OF ALLOWANCE FOR DOUBTFUL ACCOUNTS:

December 31,
---------------------------
2001 2000
---- ----

Trade accounts receivable $ 158,206 $ 697,700
Allowance for doubtful accounts --- (4,145)
--------- ---------
Accounts receivable, net of allowance
for doubtful accounts $ 158,206 $ 693,555
========= =========


NOTE 3 - CAPITALIZED SYSTEM COSTS:
In 1999, NTS entered into an operating lease with a customer providing
for quarterly fixed payments of system lease and software license fees
of $13,497 over a term of 36 months, and providing for a lump-sum
buyout of $20,834 at the end of the term. Future minimum lease
revenues are $49,489 in 2002. In addition, the agreement calls for
software license and processing fees tied to citations issued to red
light violators, which totaled $9,911 in 2001 and $25,307 in 2000.

At December 31, 2001, the Company has five contracts in process with
anticipated acceptance under operating lease agreements having
36-month terms.

Equipment, installation and in some cases interest (Note 6) costs
related to operating lease contracts are capitalized and, after
acceptance, are depreciated over the minimum lease term of the related
lease agreement, currently three years. Revenues realized from these
agreements, generally in the form of per-citation fees, is expected to
be adequate to cover the capitalized and future costs related to these
agreements. A substantial portion of this equipment is collateral for
the financing agreement described in Note 6.

December 31, 2001
-----------------

Equipment under operating leases:
Work-in process $ 1,289,478
Installed and accepted 892,337
-------------
2,181,815

Less: Accumulated depreciation (101,877)
-------------

Net investment in leased equipment $ 2,079,938
=============


NOTE 4 - PROPERTY AND EQUIPMENT AT COST - NET:



Useful Life
in Years or
December 31, Lease Term
------------------------------- -----------
2001 2000
---- ----


Office furniture and equipment $ 194,763 $ 234,706 5 - 7
Leased equipment under capital leases --- 113,893 3
Computer equipment 1,524,181 1,268,855 3 - 5
Demonstration equipment 123,518 --- 3
Leasehold improvements 230,314 --- 4
------------- -------------
2,072,776 1,617,454
Less: Accumulated depreciation 1,420,132 1,440,077
------------- -------------
$ 652,644 $ 177,377
============= =============



In 2001, the Company disposed of $177,828 in office furniture and
equipment and $160,054 of computer equipment which were no longer in
service. Additionally, $141,768 of computer equipment was transferred
to ReD in connection with their license agreement (Note 17). The loss
on disposal of fixed assets is included in Other expense--net (Note
10).

Depreciation and amortization expense on the above assets of $175,573,
$92,540 and $96,257 was recorded for the years ended December 31,
2001, 2000 and 1999, respectively. Accumulated depreciation and
amortization includes $63,741 and $40,963 of amortization related to
leased equipment under capital leases at December 31, 2000 and 1999,
respectively.


NOTE 5 - LINE OF CREDIT:
On March 24, 1999, the Company entered into a $1,000,000 Line of
Credit agreement with Transaction Systems Architect, Inc. ("TSAI").
The loan was secured by the royalty stream and other fees produced by
the Company's License Agreements with Financial Services Division
customers. As of December 31, 2000, $419,769 had been advanced against
the loan. Principal payments were due in twelve equal monthly
installments ($34,981) beginning March 1, 2001. The Company repaid and
closed the line of credit in May 2001. Interest was based on the prime
interest rate plus 1% and was due quarterly in arrears. Included in
accrued expenses at December 31, 2000 is $4,296 of interest due to
TSAI.

NOTE 6 - LEASES PAYABLE:
On June 28, 2001, NTS executed a Master Lease Purchase Agreement with
Electronic Data Systems Corporation ("EDS"). The agreement provides up
to $6.1 million in system lease financing to support current and
future installations of the NTS CrossingGuard(R) product to
municipalities under leasing terms. NTS may draw $53,053 per approach
contracted to fund system equipment, design and installation costs.
NTS received $2,652,650 in advances during 2001. Advances are
collateralized by equipment delivered under leased CrossingGuard
systems (Note 3) and are being repaid interest (20%) only for the
first 6 months and principal and interest over the next 60 months from
the respective traunch advance date.

In 2001, the Company recorded $174,218 of EDS interest costs; $105,193
of which were capitalized as capitalized systems costs (Note 3) and
$19,237 and $49,788 were expensed directly, pre and post-merger,
respectively.

The aggregate minimum payments including interest due over the
remaining lease term is as follows:

December 31, 2002 $ 766,990
December 31, 2003 818,400
December 31, 2004 818,400
December 31, 2005 818,400
December 31, 2006 818,400
Thereafter 207,463
-----------
4,248,053
Less amounts
representing interest (1,532,524)
------------
$ 2,715,529
===========

NOTE 7 - COMMON AND PREFERRED STOCK:
On April 29, 1998, Nestor sold to Transaction Systems Architects, Inc.
("TSAI") $5 million of newly issued common stock at a price of $2 per
share and a warrant which expires on March 1, 2002 to purchase an
additional 2.5 million shares at $3 per share (Note 8). Proceeds from
the sale consisted of $4.5 million in cash and surrender of a $500,000
note owed to TSAI. Concurrent with this transaction, Wand Partners
converted its $5.8 million of redeemable convertible preferred stock
into common stock.

As more fully described in Note 12, in September 2001, the Company
completed a merger with NTS which resulted in the issuance of
33,338,558 shares of Nestor, Inc. common stock, raising the total
outstanding shares to approximately 50 million.

Series B Convertible Preferred Stock is convertible into Common Stock
of the Company at any time on a share-for-share basis. Series B
Convertible Preferred Stock has the same rights with respect to voting
and dividends as the Common Stock, except that each share of Series B
Convertible Preferred Stock has the right to receive $1.00 in
liquidation before any distribution is made to holders of the Common
Stock. The liquidation value of Series B Preferred was $235,000 at
December 31, 2001 and 2000.

NOTE 8 - OPTIONS AND WARRANTS:
On April 1, 1984, the Company adopted an Incentive Stock Option Plan
providing for the granting of options to purchase shares of the
Company's common stock at a price equal to the market price of the
stock at the date of grant. The Company's Stock Option Plan has
authorized the grant of options to employees for up to 2,450,000
shares of the Company's common stock. Options generally vest over
three years and are exercisable for five years from the date of grant.

On May 6, 1997, the Company adopted the 1997 Stock Option Plan
providing for the granting of options to purchase shares of the
Company's common stock at a price equal to the market price of the
stock at the date of grant. In June 2001, the 1997 Stock Option Plan
was amended to increase the aggregate number of options authorized
from 1 million to 5 million shares of the Company's common stock.
Options vest over three years and are exercisable for up to ten years
from the date of grant, although most options currently outstanding
expire eight years from the date of grant.

The Company has adopted the disclosure-only provisions of Financial
Accounting Standards Board Statement No. 123, Accounting for
Stock-Based Compensation ("FAS 123"). The Company will continue to
account for its stock option plans in accordance with the provisions
of APB 25, Accounting for Stock Issued to Employees. Accordingly, no
compensation cost has been recognized in the financial statements for
qualifying grants issued pursuant to the Company's Stock Option Plan.

The following table presents the activity of the Company's Stock
Option Plan for the years ended December 31, 2001, 2000 and 1999. The
number of options granted and outstanding in 2001 rose significantly
due to the conversion of 302,800 NTS stock options into 2,775,000
Nestor, Inc. stock options priced at $.55 pursuant to the merger.




Years Ended December 31,
----------------------------------------------------------------
2001 2000 1999
---- ---- ----

Weighted Weighted Weighted
Av. Ex. Av. Ex. Av. Ex.
Shares Price Shares Price Shares Price
------------------- ------------------- ----------------


Outstanding beginning of year 1,104,821 $1.28 1,628,316 $1.20 1,579,124 $1.22
Granted 3,445,840 .59 270,500 .94 62,500 .72
Exercised 174,127 .70 79,122 1.08 --- ---
Canceled 425,322 1.23 714,873 .99 13,308 1.08
---------- ---------- ----------
Outstanding end of year 3,951,212 $ .71 1,104,821 $1.28 1,628,316
========== ========== ==========
$1.20

Options exercisable at year end 2,148,630 $ .82 805,928 $1.42 1,322,786 $1.24
========== ========== =========

Weighted average fair value of
options granted during the year $ .51 $ 0.75 $ 0.42
========== ========== =========



The following table presents weighted average price and life
information about significant option groups outstanding at
December 31, 2001.




Options Outstanding Options Exercisable
------------------------------------------ ------------------------------
Weighted
Average Weighted Weighted
Number Remaining Average Number Averaged
Range of Outstanding Contractual Exercise Exercisable Exercisable
Exercise Prices at 12/31/01 Life (Years) Price at 12/31/01 Price
--------------- ----------- ------------ ----- ----------- -----


$ .55 2,775,340 7.74 $ .55 1,066,508 $ .55
$ .69 - $ .94 866,372 2.29 .72 790,372 .72
$1.44- $ 1.50 122,000 2.03 1.49 105,500 1.50
$2.20- $ 2.50 127,500 1.50 2.26 126,250 2.26
$2.52- $ 2.89 60,000 2.42 2.76 60,000 2.76
---------- -------- ---- ----------- ----
$3,951,212 6.09 $ .71 $2,148,630 $ .82
========== ======== ====== ========== ======




The following are the pro forma net loss and net loss per share for
the years ended December 31, 2001, 2000 and 1999, as if the
compensation cost for the option had been determined based on the fair
value at the grant date for grants in those periods and reflected in
the financial statements:

Years Ended December 31,
-----------------------------------------------
2001 2000 1999
---- ---- ----

Net loss:
As Reported $ (1,565,054) $ (2,994,574) $ (836,824)
Pro Forma $ (1,588,733) $ (2,573,487) $(1,022,488)

Net loss per share:
As Reported $ (0.05) $ (0.17) $ (0.05)
Pro Forma $ (0.06) $ (0.14) $ (0.06)


The effects on the years ended December 31, 2001, 2000 and 1999 pro
forma loss per share of expensing the estimated fair value of stock
options are not necessarily representative of the effects on reporting
the results of operations for future years because additional options
will vest subsequent to December 31, 2001 and the Company expects to
grant additional options in future years.

The fair value of each option grant was estimated using the
Black-Scholes model with risk-free interest rates on the date of
grant, which ranged from 4.2% to 6.8%. The Company has never declared
nor paid dividends on its common stock and does not expect to in the
foreseeable future. The volatility factor of the expected market price
of the Company's common stock used in estimating the fair value of the
grants was 1.059 and the expected life of the options was estimated as
eight years.

The Company, at the discretion of the Board of Directors, has granted
warrants from time to time, generally in conjunction with the sale of
equities. During 2001, the Company issued 3,980,712 warrants in
connection with the NTS merger (Note 12) and converted a premerger NTS
warrant. The following table presents warrants outstanding:

December 31,
-----------------------------------------
2001 2000 1999
---- ---- ----

Eligible, end of year for
exercise currently 9,071,407 4,999,040 5,000,580
========== ========= =========

Warrants issued 4,072,367 --- ---
Low exercise price $ 0.01 $ --- $ ---
High exercise price $ 1.28 $ --- $ ---

The warrants outstanding as of December 31, 2001 are currently
exercisable and expire at various dates through October 5, 2005. The
outstanding warrants entitle the owner to purchase one share of common
stock for each warrant, at prices ranging from $0.01 to $1.28 per
share.

During the year ended June 30, 1996, the exercise price of 1,000,000
warrants issued in the prior year was reduced from $1.50 to $.65. The
maximum cumulative expense to be recorded by the Company upon exercise
of these warrants will be $850,000. During the period ended December
31, 1996, the Company began recording, on a prorated basis, the
maximum expense over the remaining life of the warrants. Accordingly,
the Company recognized expenses totaling $106,000 annually in 2001,
2000 and 1999.


NOTE 9 - SEGMENT INFORMATION:

A. Description of reportable segments
Effective with the September 2001 merger, the Company has two
reportable segments: Financial Solutions and Traffic Systems.
Segment information for 1999 and 2000 has been omitted since all
operations relate to a single segment.

The Financial Solutions division produced and sold credit and
debit card fraud detection products and database marketing
products to financial institutions and processors of financial
data. Subsequent to the ACI and ReD agreements (Notes 16 and 17),
Financial Solutions revenues will be mainly a royalty stream from
ACI. The Traffic Systems segment provides video-based monitoring
systems and services for traffic safety, mainly to
municipalities.

B. Measurement of segment profit or loss and segment assets
The Company evaluates performance based on profit or loss from
operations before income taxes. The accounting policies of the
reportable segments are the same as those described in Note 1.

C. Segment profit or loss and segment assets
All revenues are from external customers. There are no
intercompany sales.

Financial Traffic
Solutions Systems Totals
--------- ------- ------
Year Ended
December 31, 2001:
Revenues $3,073,000 $ 448,000 $ 3,521,000
Segment profit (loss) 1,295,000 (2,779,000) (1,484,000)
Segment assets 2,516,000 19,515,000 22,035,000

D. Geographic Information
Revenues are attributed to countries based on the location of
customers. All long-lived assets are located in the United
States.

Years Ended December 31,
--------------------------------------------
2001 2000 1999
---- ---- ----

United States $3,450,613 $ 2,841,558 $ 4,196,612
Belgium --- 276,799 151,200
Japan 46,844 117,532 685,850
Canada 23,467 416,533 81,117
------------ ----------- -----------
$ 3,520,924 $ 3,652,422 $ 5,114,779
============ =========== ===========

E. Revenues from Major Customers

All revenues presented are derived from the Company's Financial
Solutions segment with the exception of Customer G, which relates
to the Traffic Systems segment. Customer A is ACI, a subsidiary
of TSAI (see Notes 5, 7, 13 and 16). In 2001, 2000 and 1999,
revenues from ACI constituted 52%, 63% and 61%, respectively, of
total revenues.


Years Ended December 31,
---------------------------------------------
2001 2000 1999
---- ---- ----

Customer A $ 1,841,031 $ 2,299,208 $ 3,106,631
Customer B --- 285,834 ---
Customer C --- --- 685,850
Customer D 832,000 --- ---
Customer E --- 276,799 ---
Customer F 285,536 256,876 ---
Customer G 218,023 --- ---


NOTE 10 - OTHER EXPENSE - NET:
Other income (expense) as reflected in the consolidated statements of
operations consists of the following:

Years Ended December 31,
-------------------------------------------
2001 2000 1999
---- ---- ----

Interest income $ 51,695 $ 10,411 $ 22,152

Interest expense (65,355) (10,603) (13,054)

Expense relating to
financing operations (106,483) (106,483) (106,484)

Loss on disposal of
fixed assets (Note 4) (66,666) --- ---
----------- ---------- ----------

Other expense - net $ (186,809) $ (106,675) $ (97,386)
=========== ============ ===========


NOTE 11 - INCOME TAXES:
The Company accounts for income taxes using the deferred liability
method as required by Financial Accounting Standards Board Statement
No. 109, Accounting for Income Taxes ("FAS 109"). Under FAS 109,
deferred tax assets and liabilities are determined based on
differences between the financial reporting and the tax basis of
assets and liabilities, and are measured using the enacted rates and
laws that will be in effect when the differences are expected to
reverse.

Although the Company reports consolidated results and balances for
financial reporting purposes, the individual companies file separate
tax returns. Due to operating losses throughout the reporting periods,
no provision for income tax was made in 2001, 2000 or 1999.
Significant components of the Company's deferred tax liabilities and
assets as of December 31, 2001 and 2000 are as follows:

December 31,
-----------------------------------
2001 2000
---- ----
Deferred tax liabilities:
Property and equipment $ 5,000 $ 3,000
Deferred development costs --- 13,000
-------------- -------------
Total deferred tax liabilities 5,000 16,000

Deferred tax assets:
Accounts receivable --- 2,000
Accrued expenses 450,000 347,000
Deferred income --- 35,000
Tax credits 18,000 17,000
Net operating loss 12,731,000 6,839,000
-------------- -------------
Total deferred tax assets 13,199,000 7,240,000

Valuation allowance (13,194,000) (7,224,000)
--------------- -------------
Net deferred tax assets 5,000 16,000
-------------- -------------
Net deferred tax balance $ --- $ ---
============== =============


In accordance with FAS 109, a valuation allowance must be established
until it is more likely than not that future benefits arising from net
deferred tax assets will be realized. Realization is not assured in
future tax projections.

A reconciliation of the provision for income taxes to the amount
computed using the Federal statutory tax rates consists of the
following:




Years Ended December 31,
--------------------------------------------------
2001 2000 1999
---- ---- ----


Income (loss) before taxes
and investment loss $ (1,484,000) $ (1,655,000) $ 645,000
=============== ============== =============

Tax at statutory rate of 34% $ (505,000) $ (563,000) $ 219,000
State income tax (net of
federal benefit) (49,000) (110,000) 47,000
Effect of permanent differences (26,000) (54,000) 36,000
Valuation allowance 580,000 727,000 (302,000)
-------------- ------------- --------------

Income tax expense $ --- $ --- $ ---
============== ============= =============


The Company has available at December 31, 2001, $33,296,000 and
$23,745,000 of net operating loss carryforwards for federal and state
purposes, respectively. Approximately $13,352,000 and $13,354,000 of
these federal and state net operating loss carryforwards were acquired
as part of the merger with NTS. These loss carryforwards may be
applied against future taxable income and began to expire in 2002.

Pursuant to Section 382 of the Internal Revenue Code, annual use of
the tax loss carryforwards may be limited if there is a change in
ownership. This limitation applies to the losses incurred by Nestor,
Inc., as well as to the losses incurred by NTS. The Company has not
determined the effect of this limitation.


NOTE 12 - NESTOR TRAFFIC SYSTEMS, INC.:
On March 25, 1999, Nestor Traffic Systems, Inc., a subsidiary of the
Company, sold a 37.5% common stock interest (540,000 shares at $4.35
per share) to a private group of investors for $2,350,000 in cash and
issued an option to purchase an additional 17.5% of its common stock
for $1,750,000. The option was scheduled to expire on January 31,
2000. On November 30, 1999, the Company, NTS and the investor group
agreed to accelerate the exercise of the option and an additional
20.6% interest (710,000 shares at $2.47 per share) was sold for
$1,755,000. On June 23, 2000, NTS sold additional shares of its common
stock to private investors for $2,025,000 (450,000 shares at $4.50 per
share). The investor group includes three officers and a director of
the Company and the subsidiary, who in the aggregate, have contributed
$970,085 of cash invested on the same basis as third-party investors.

As a result of the 1999 transactions, the Company's interest in NTS
decreased to 41.9%, prompting the change from consolidation to equity
accounting for the year ended December 31, 1999. The Company owned
34.62% of NTS at December 31, 2000. The investment in affiliate
balance of $81,100 at December 31, 2000, reflects the Company's
interest in NTS's equity.

In January 2001, an agreement in principle was reached to combine the
Company and Nestor Traffic Systems, Inc., by merging NTS into a
wholly-owned subsidiary of the Company, with Nestor, Inc. in effect,
becoming the surviving entity. On August 6, 2001, the Company filed
Form S-4/A with the Securities and Exchange Commission. The
combination was approved by the shareholders of both companies in
meetings held on September 12, 2001.

On January 9, 2001, the Company and NTS entered into a secured note
agreement with NTS Investors, LLC (an independent investment group
("Group")). The Group loaned NTS $4,000,000 as of February 1, 2001
with principal and interest at 8% due on December 31, 2001.

Upon consummation of the combination contemplated above, the Group
converted the note and accrued interest to equity and increased its
total investment to $8,000,000 in exchange for 16,757,368 shares
(representing approximately 33.34%) of post-merger Nestor, Inc. common
stock. Concurrently, NTS shareholders exchanged their NTS common
shares held for Nestor, Inc. common stock and, in the aggregate,
received 15,581,190 shares representing approximately 31% of
post-merger Nestor, Inc. common stock.

In addition, the Group received a warrant right to acquire up to
2,980,712 additional shares of common stock exercisable at the same
price at which currently outstanding warrants of Nestor, Inc. are
exercisable, but only in the event the currently outstanding warrants
are exercised, so as to maintain their initial ownership interest
percentage. In addition, the Group received a warrant to acquire
1,000,000 shares of the Company's common stock at $1.28 per share for
three years as dilution protection against both the Company's and
NTS's converted employee stock options outstanding at closing. Such
warrants are treated as variable and, accordingly, are revalued
quarterly with offsetting adjustments to additional paid-in capital.

The following is a summary of the purchase price and allocation to the
fair value of the assets acquired and liabilities assumed.

Value of common stock issued
to consummate the merger $ 7,790,595
Value of options issued as a
result of the merger 1,621,395
Value of warrants issued as a
result of the merger 43,994
Acquisition costs 622,144
-------------
Total purchase price 10,078,128
Plus net NTS liabilities assumed
by Nestor, Inc. 4,002,556
-------------
Goodwill $ 14,080,684
=============

Fair values of assets acquired and liabilities assumed:

Cash and cash equivalents $ 361,804
Accounts receivable 166,765
Inventory 501,899
Fixed assets - net 2,240,614
Other assets 281,540
Note payable (4,000,000)
Accounts payable and accrued expenses (1,519,444)
Other current liabilities (286,710)
Long term leases payable (1,749,024)
--------------
Net liabilities assumed $ (4,002,556)
==============

The following table presents the consolidated results of operations
for the years ended December 31, 2001 and 2000 on an unaudited pro
forma basis as if the merger took place at the beginning of the
periods presented:

Years ended December 31,
-----------------------------
2001 2000
---- ----
Revenues $ 4,435,000 $ 4,526,000
Net Loss $ 5,419,000 $ 5,168,000
Loss per share,
basic and diluted $ 0.13 $ 0.10

On June 29, 2001, the Financial Accounting Standards Board issued
Statement No. 142, Goodwill and Other Intangible Assets, eliminating
the amortization of goodwill acquired after June 30, 2001.
Accordingly, the net loss and loss per share amounts above do not
include amortization of goodwill. See Note 18, also. Goodwill is not
expected to be deductible for income tax purposes.

The unaudited pro forma results are for comparative purposes only and
do not necessarily reflect the results that would have been recorded
had the merger occurred at the beginning of the periods presented or
the results which might occur in the future.

Presented below is summarized NTS financial information:

December 31,
---------------------------
2000 1999
---- ----

Current assets $ 466,000 $2,124,000
Noncurrent assets 694,000 298,000
Current liabilities 925,000 724,000
Stockholders' equity 234,000 1,698,000

Total revenues 873,000 167,000
Operating expenses 4,425,000 2,656,000
Net loss 3,513,000 2,453,000

During the period January 1, 1999 through March 31, 1999, the Company
advanced NTS financing to cover operating expenses amounting to
approximately $550,000. Of this advance, $275,000 was reimbursed in
March 1999 and the balance was paid in January 2001. Periodically,
other advances were made by the Company to NTS primarily as a result
of shared accounts. These amounts are due as invoiced and were also
included in the due from affiliate balance. The amount due from NTS at
December 31, 2000 was $322,952. Intercompany balances at December 31,
2001 were eliminated in consolidation.

On January 1, 1999, the Company entered into an exclusive license with
NTS to apply certain proprietary technologies in the fields of using
video and other sensors to analyze, monitor and respond to movement of
persons or objects in vehicular, rail, air or other modes of
transportation or supporting the foregoing. The license expires upon
the expiration of the underlying patents protecting the technologies
used in NTS's products. The license provides for royalties to the
Company starting in 2000 equal to 5% of the gross margin realized from
sales or licensing of products subject to the license, and increasing
to 10% of the gross margin in calendar years 2001 and beyond. The
license requires minimum annual royalties of $125,000 beginning in
2001, increasing to $1,000,000 in 2005 and beyond, in order to
maintain exclusive rights. The 2001 minimum royalty of $125,000 was
recorded and eliminated in consolidation. The Company recorded
royalties of $9,548 for 2000 and such amount is included in due from
affiliate at December 31, 2000. No royalties were due or payable in
1999.

During 2001 and 2000, NTS used facility and administrative services of
the Company, including office space and executive, accounting and
other support personnel. Prior to the September 2001 merger, facility
and administrative fees charged to NTS were $397,000 in 2001 and
$567,000 in 2000. Post-merger changes were eliminated in
consolidation.


NOTE 13 - RELATED PARTY TRANSACTIONS:
Herbert S. Meeker, a director of the Company, is a partner in the law
firm of Baer, Marks & Upham, which the Company uses for legal
services. For the years ended December 31, 2001, 2000 and 1999, the
Company recorded an expense for Baer, Marks & Upham of $121,065,
$4,874 and $15,600, respectively. In addition, the Company also
recorded $369,501 of Baer, Marks & Upham fees as acquisition costs
related to the NTS merger.

Bruce W. Schnitzer, who became a director of the Company in August
1994, is Chairman of Wand Partners, Inc., a private investment firm
that the Company uses for management consulting. For the years ended
December 31, 2001, 2000 and 1999, the Company recorded an expense for
Wand Partners, Inc. of $49,636, $43,048 and $41,497, respectively.
Included in accrued liabilities at December 31, 2001, 2000 and 1999
are $179,167, $141,243 and $99,167, respectively, due to Wand
Partners, Inc.

During 1998, TSAI, the parent company of ACI, became a significant
shareholder of the Company (Note 7). Thomas H. Boje, Vice President,
Corporate Development of TSAI, was a director of the Company April
2000 through 2001. For the years ended December 31, 2001, 2000 and
1999, the Company recorded revenues of $1,841,031, $2,299,208 and
$3,106,631, respectively from ACI. At December 31, 2001 and 2000
accounts receivable included $0 and $639,013 due from ACI and unbilled
were $1,005,196 and $3,184,924. Also at December 31, 2001 and 2000,
deferred income included $791,725 and $3,192,849 from ACI. Further
related party transactions with TSAI and ACI are discussed in Notes 5,
7, 8, 9 and 16.

See Note 12 for transactions with Nestor Traffic Systems, Inc.


NOTE 14 - COMMITMENTS AND CONTINGENCIES:
The Company maintains an office in Providence, Rhode Island under an
operating lease dated April 1, 1998, as amended. This lease provides
for annual rentals of $195,000 through March 2001, $201,500 through
March 2002, and $208,000 through March 2003. Rent expense of $200,000,
$195,000, and $195,000 was charged to operations for the years ended
December 31, 2001, 2000 and 1999, respectively.

NTS entered into an operating lease dated June 21, 2000 for office and
warehouse facilities in East Providence, Rhode Island. This lease
provides for monthly rentals of $10,360 through July 2003 and then
increases to $10,800 monthly through July 2005. Rent expense for this
lease was $37,300 post-merger in 2001.

NTS also leases office space in San Diego, California. The March 14,
2001 operating lease calls for monthly rent of $12,050 through
November 2001 then increases 3.5% annually during the lease term,
which expires January 31, 2005. Rent expense was $43,800 post-merger
in 2001.

NTS entered into a Services Agreement with EDS, effective August 1,
2001, under which EDS will perform certain citation processing
services for NTS. The minimum monthly fee was $21,000 in 2001 and
increased to $35,000 per month in 2002. Although the Agreement
continues through July 31, 2011, the parties reserve the right to
renegotiate the contract payment terms based upon stipulated average
citation volumes commencing in 2003. If an agreement cannot be
reached, either party may terminate the contract. In certain cases,
termination by NTS may require a termination fee of $100,000 in years
one and two and such fee decreases $25,000 per year through year five.

During 2000, the Company began leasing computer equipment under an
operating lease agreement. The lease provides for monthly rent
payments in arrears over a three-year term. At the end of the lease
term, the Company may purchase the equipment at fair market value,
extend the lease term or return the equipment. The value of leased
equipment was $97,035 at December 31, 2001 and 2000 and rent expense
was $40,134 in 2001 and $33,233 in 2000.

On August 1, 1994, the Company signed a Financial Advisory Agreement
with Wand Partners, Inc. The terms of the Agreement specify that Wand
Partners, Inc. will provide consulting services for a fee of $40,000
per year, plus out-of-pocket expenses. The Agreement is in effect so
long as Wand Partners, Inc. owns at least 500,000 shares of Nestor's
Common Stock, or other equities which are convertible into that number
of shares of Common Stock (See Note 13 - Related party transactions).

The aggregate minimum payments due over the remaining term of the
above agreements are as follows:

December 31, 2002 $ 980,000
December 31, 2003 387,000
December 31, 2004 330,000
December 31, 2005 130,000
December 31, 2006 40,000
Thereafter 40,000
-----------
$ 1,908,000


NOTE 15 - LITIGATION:
On October 6, 1998, HNC Software Corp. ("HNC"), a significant
competitor of the Company's in the field of Financial Services,
obtained a patent titled "Fraud Detection Using Predictive Modeling"
and began advising prospective customers of the Company of the patent.
Upon review of the patent and consideration of prior actions taken by
HNC, the Company initiated a lawsuit against HNC in the United States
District Court in Providence, RI on November 25, 1998 alleging
violation of Sections 1 and 2 of the Sherman Act (antitrust),
violation of the Rhode Island Antitrust Act, patent invalidity, and
infringement of Nestor's patents (infringement claims withdrawn
January 10, 2000).

On June 15, 1999, HNC answered the lawsuit denying the allegations,
bringing a counterclaim alleging infringement of the above described
patent by the Company, and seeking a declaration of invalidity and
unenforceability of one of the Company's patents. On the same day, HNC
brought suit in San Diego, CA against ACI and its parent alleging
various causes of action including patent infringement of the above
described patent by the Company's PRISM product which ACI markets. In
April 2000, HNC, ACI and its parent agreed to dismiss the lawsuit.
During 2000, ACI requested that the Company provide indemnification
for approximately $870,000 of its legal counsel costs pursuant the
PRISM license agreement between ACI and the Company. The Company is
disputing the indemnification claim and therefore, no accrual has been
established.

The Company and HNC reached a mutually agreeable settlement on January
16, 2001, the terms of which are confidential. All claims have been
dismissed. Costs associated with the suit were expensed as incurred.


NOTE 16- ACI LICENSE AGREEMENT:
On February 1, 2001, the Company entered into a license agreement with
ACI pursuant to which ACI was granted a worldwide, perpetual,
non-revocable, non-transferable and non-exclusive license in the field
of use of fraud detection (including money laundering detection) in
electronic payments. ACI may brand, customize, and extend the software
products covered by the license agreement as well as use the software
programs as a development platform to develop new functional and new
end-user products or applications subject to the terms and conditions
of the license. In return, ACI is fully responsible and liable for the
provision of services to its licensees. Nestor, Inc. had previously
provided support, maintenance and enhancements for these products.
This agreement replaces the April 28, 1998 license agreement with ACI.

Under the new agreement, ACI paid a one-time license fee of $1,104,000
for source code license rights to the software products, and in
addition, agreed to pay an ongoing royalty fee of 15% with a first
year minimum of approximately $475,000. The license granted to ACI is
for products that constituted a significant portion of the Company's
gross revenues. During the quarter ended March 31, 2001, the Company
recorded the one-time initial license fee of $1,104,000 in connection
with this source code license. Reported ACI revenues have decreased
significantly due to the termination of the previous ACI contract that
provided a 40% monthly license fee as well as additional engineering
revenues. Expenses relating to these revenues have also decreased
significantly because ACI hired thirteen employees from Nestor, Inc.,
effective February 1, 2001, and reimbursed the Company $13,000 per
month for the continued use of Nestor, Inc. facilities and equipment
prior to their office relocation in May 2001. Unbilled contract
revenue and deferred income under the prior agreement were replaced by
the new royalty amounts during the quarter to reflect the 15% royalty
rate under the new agreement. During the quarter ended March 31, 2001,
the Company recorded a non-cash reduction of $3,037,000 and a non-cash
increase of $1,111,000 in unbilled contract revenue and deferred
income related to these agreements.

NOTE 17- RETAIL DECISIONS, INC. LICENSE AGREEMENT:
On May 18, 2001, Nestor entered into a license agreement with Retail
Decisions, Inc. ("ReD") in which Nestor granted to ReD: (i) an
exclusive (other than ACI), perpetual, fully-paid, worldwide license
in the field of use of fraud and money laundering detection and risk
management in certain defined industries; and (ii) a non-exclusive,
perpetual, fully-paid, worldwide license solely for use in the field
of use of customer relationship management in certain defined
industries.

Additionally, Nestor transferred to ReD certain assets that were
supportive of the technology licensed thereunder. The assets
transferred to ReD by Nestor include all of the right, title and
interest of Nestor in certain equipment, license agreements (excluding
ACI) and trademark rights. To support its newly acquired license, ReD
hired 13 of Nestor's employees.

ReD paid $1,800,000 to Nestor under the license agreement, and Nestor
agreed, for certain marketing and transition services, to pay to ReD:
(i) $500,000 which was paid on July 2, 2001; (ii) $250,000 which was
paid on October 1, 2001; and (iii) $218,000 which was paid January 2,
2002. The Company recorded $832,000 as net license revenue in the
second quarter in connection with this agreement. No ongoing revenues
are expected to be realized from ReD.

NOTE 18- RECENT ACCOUNTING PRONOUNCEMENTS:
During 2001, the Financial Accounting Standards Board issued
Statements of Financial Accounting Standards No. 141, Business
Combinations, No. 142, "Goodwill and Other Intangible Assets" and No.
144 "Accounting for the Impairment or Disposal of Long-Lived Assets,"
effective for fiscal years beginning after December 15, 2001. Under
the new rules, goodwill and intangible assets deemed to have an
indefinite lives will no longer be amortized, but will be subject to
annual impairment tests in accordance with the Statements. Other
long-lived assets will continue to be depreciated or amortized and
will be subject to impairment tests based upon events and
circumstances.

The Company will apply the new rules on accounting for goodwill and
other intangible assets and other long-lived assets beginning in the
first quarter of 2002. In accordance with the transitional guidance
rendered in SFAS No. 142, goodwill arising from the company's
September 12, 2001 merger with NTS (Note 12) is not subject to
amortization. During 2002, the Company will perform the first of the
required impairment tests of goodwill as of January 1, 2002.

Also in 2001, the Financial Accounting Standards Board issued No. 143,
"Accounting for Asset Retirement Obligations," effective for fiscal
years beginning after June 15, 2002. This statement requires the
Company to estimate the fair value of liabilities associated with
asset retirement obligations. The associated asset retirement costs
are to be capitalized as part of the carrying value of the long-lived
asset and allocated to expense over the asset's useful life. The
Company is currently evaluating the effects of this pronouncement.










NESTOR, INC. Part IV
------------
Item 14
CONSOLIDATED FINANCIAL STATEMENT SCHEDULE Schedule II
-----------------------------------------
VALUATION AND QUALIFYING ACCOUNTS AND RESERVES
----------------------------------------------




Balance at Charged to Deductions Balance at
Beginning of Charged to Other from End of
Period Expense Accounts Reserve Period
------ ------- -------- ------- ------

Allowances deducted from accounts receivable:


Year Ended December 31, 1999 $ 30,300 $ 5,000 $ --- $ (31,155) $ 4,145

Year Ended December 31, 2000 $ 4,145 $ 62,850 $ --- $ (62,850) $ 4,145

Year Ended December 31, 2001 $ 4,145 $ (4,145) $ --- $ --- $ ---








PART III

ITEM 10. Directors and Executive Officers of the Registrant.
--------------------------------------------------

Incorporated by reference from the Company's definitive proxy or
information statement to be filed with the Commission not later than
120 days following the end of the Company's fiscal year.

ITEM 11. Executive Compensation.
----------------------

Incorporated by reference from the Company's definitive proxy or
information statement to be filed with the Commission not later than
120 days following the end of the Company's fiscal year.

ITEM 12. Security Ownership of Certain Beneficial Owners and Management.
--------------------------------------------------------------

Incorporated by reference from the Company's definitive proxy or
information statement to be filed with the Commission not later than
120 days following the end of the Company's fiscal year.

ITEM 13. Certain Relationships and Related Transactions.
----------------------------------------------

Incorporated by reference from the Company's definitive proxy or
information statement to be filed with the Commission not later than
120 days following the end of the Company's fiscal year.







PART IV

Item 14. Exhibits, Financial Statement, Schedules and Reports on Form 8-K.
----------------------------------------------------------------

(a) The following documents are filed as part of this report:

(1) The financial statements of the Company and accompanying
notes, as set forth in the contents to the financial
statements annexed hereto, are included in Part II, Item 8.

Schedule II: Valuation and Qualifying Accounts and Reserves

All other schedules are omitted because such information is
not applicable

(2) Exhibits numbered in accordance with Item 601 of Regulation
S-K and filed herewith.

99.1 Safe Harbor for Forward-Looking Statements Under the
Private Securities Litigation Reform Act of 1995.

(b) Reports on Form 8-K:

On January 18, 2001, the Corporation filed with the Securities
and Exchange Commission a current report on Form 8-K dated
January 11, 2001, which is hereby incorporated by reference.

On February 9, 2001, the Corporation filed with the Securities
and Exchange Commission a current report on Form 8-K dated
February 1, 2001, which is hereby incorporated by reference.

On June 1, 2001, the Corporation filed with the Securities and
Exchange Commission a current report on Form 8-K dated May 18,
2001, which is hereby incorporated by reference.







INDEX OF EXHIBITS

Exhibit No. Description of Exhibit
- ----------- ----------------------

3.1 Certificate of Incorporation of the Company, filed as an Exhibit
to the Company's Registration Statement on Form S18, Commission
File No. 286182-B, is hereby incorporated herein by reference.

3.2 Amendment to the Certificate of Incorporation of the Company,
dated December 5, 1985, filed as an Exhibit to the Company's Form
8 amending the Company's Form 10-K for the fiscal year ended June
30, 1987 (the "1987 Form 8"), is hereby incorporated herein by
reference.

3.3 Amendment to the Certificate of Incorporation of the Company,
dated December 4, 1986, filed as an Exhibit to the 1987 Form 8,
is hereby incorporated herein by reference.

3.4 Bylaws of the Company, as amended, filed as Exhibit to the 1987
Form 8, are hereby incorporated herein by reference.

4 Nestor, Inc. Incentive Stock Option Plan, as amended, filed as an
Exhibit to the Company's Registration Statement on Form S-8,
filed May 5, 1987, is hereby incorporated herein by reference.

4.1 Nestor, Inc. 1997 Incentive Stock Option Plan, as amended, filed
as an Exhibit to the Company's Registration Statement on Form
S-8, filed May 16, 1997, is hereby incorporated by reference.

4.2 Securities Purchase Agreement dated April 28, 1998 with
Transaction Systems Architects, Inc. to purchase 2,500,000 common
shares of the Company and a warrant for an additional 2,500,000
common shares.

4.3 Nestor Traffic Systems, Inc., Form of Subscription Agreement
dated March 25, 1999, to sell a 37.5% equity position in its
common stock and issue a warrant for an additional 17.5% common
stock interest.

10.1 Non-Exclusive Field-of-Use License Agreement dated June 21, 1988
between the Company and Morgan Stanley & Co. Incorporated, filed
as an Exhibit to the Company's Form 10-K for the fiscal year
ended June 30, 1988, is hereby incorporated herein by reference.

10.2 Cooperative Marketing Agreement dated May 26, 1988 between the
Company and Arthur D. Little, Inc., filed as an Exhibit to the
Company's Form 10-K for the fiscal year ended June 30, 1988, is
hereby incorporated herein by reference.

10.3 Lease Rider dated February 6, 1985 between Richmond Square
Technology Park Associates and the Company, filed as an Exhibit
to the Company's Report on Form 10-K for the fiscal year ended
June 30, 1986, is hereby incorporated herein by reference.

10.4 Employment Agreement dated August 4, 1986 between the Company and
Michael G. Buffa, filed as Item 5 of the Company's Report on Form
8-K dated September 11, 1986, is hereby incorporated herein by
reference.

10.5 Joint Venture Agreement between the Company and Oliver, Wyman &
Co., dated December 4, 1986, filed as an Exhibit to the 1987 Form
10-K, is hereby incorporated herein by reference.

10.6 Employment Agreement dated as of July 1, 1989 between the Company
and David Fox filed as an Exhibit to the 1989 Form 10-K is hereby
incorporated by reference.

10.7 Employment Agreement dated as of September 15, 1988 between the
Company and Douglas L. Reilly filed as an Exhibit to the 1989
Form 10-K is hereby incorporated by reference.

10.8 Memorandum dated January 1, 1989 regarding stock bonus plan for
Douglas L. Reilly filed as an Exhibit to the 1989 Form 10-K is
hereby incorporated by reference.

10.9 Amendment to Joint Venture Agreement dated May 8, 1990 between
the Company and Oliver, Wyman & Co. filed as an Exhibit to the
1992 Annual Report on Form 10-K is hereby incorporated by
reference.

10.10 License Agreement dated October 26, 1990 by and between the
Company and Sligos, S. A. filed as an Exhibit to the Company's
1992 Annual Report on Form 10-K is hereby incorporated by
reference.

10.11 Supplemental License Agreement dated September 9, 1991 by and
between the Company and Sligos, S. A., filed as an Exhibit to the
Company's 1992 Annual Report on Form 10-K, is hereby incorporated
by reference.

10.12 NestorWriter(TM) License and Development Agreement dated
September 11, 1991 between the Company and Poqet Computer
Corporation.

10.13 License Agreement for Product Development and Marketing dated
October 30, 1990 between the Company and Lyonnaise des
Eaux-Dumez.

10.14 Software Development Agreement dated October 30, 1990 between
the Company and Lyonnaise des Eaux-Dumez.

10.15 License Agreement dated November 27, 1990 between the Company
and Atari Corporation.

10.16 License Agreement for Product Development and Marketing dated
March 18, 1991 between the Company and Dassault Electronique.

10.17 Agreement of Purchase and Sale dated August 16, 1991 between the
Company and Diversified Research Partners filed as Item 5 of the
Company's report on Form 8-K dated August 21, 1991 is hereby
incorporated herein by reference.

10.18 License Agreement dated October 15, 1993, between the Company
and Intel Corporation filed as an Exhibit to the Company's 1994
Annual Report on Form 10-K is hereby incorporated by reference.

10.19 Exclusive Marketing Agreement dated April 7, 1994, between the
Company and Intel Corporation filed as an Exhibit to the
Company's Current Report on Form 8-K dated April 7, 1994, is
hereby incorporated by reference.

10.20 Securities Purchase Agreement dated August 1, 1994, between the
Company and Wand/Nestor Investments L.P. ("Wand") filed as Item 5
of the Company's report on Form 8-K dated August 8, 1994, is
hereby incorporated herein by reference.

10.21 Standby Financing and Purchase Agreement dated as of March 16,
1995 between the Company and Wand, filed as an Exhibit to the
Company's Current Report on Form 8-K dated March 16, 1995, is
hereby incorporated by reference.

10.22 First Amended and Restated Standby Financing and Purchase
Agreement dated June 30, 1995 between the Company and Wand, filed
as an Exhibit to the Company's Current Report on Form 8-K dated
July 7, 1995, is hereby incorporated by reference.

10.23 Amendment Agreement dated December 20, 1994 between the Company
and Sligos, S.A., filed as an Exhibit to the Company's
Registration Statement on Form S-2, Commission File No. 33-93548,
is hereby incorporated herein by reference.

10.24 Technology Development Subcontract dated December 20, 1994,
between the Company and Alta Technology Corporation, filed as an
Exhibit to the Company's Registration Statement on Form S-2,
Commission File No. 33-93548, is hereby incorporated herein by
reference.

10.25 Agreements between the Company and Europay International S.A.
("Europay") consisting of: (i) Fraud Study Agreement dated August
3, 1993, together with appendices and exhibits thereto; (ii)
Confidentiality Agreement dated August 3, 1993; (iii) Nestor
Fraud Detection System User License dated September 21, 1994;
(iv) Source Code Addendum to Nestor Fraud Detection System User
License, dated September 22, 1994; and (v) Memorandum of
Understanding dated May 5, 1995, filed as an Exhibit to the
Company's Registration Statement on Form S-2, Commission File No.
33-93548, is hereby incorporated herein by reference.

10.26 Lease of executive offices of the Company, together with the
most recent rider thereto, filed as an Exhibit to the Company's
Registration Statement on Form S-2, Commission File No. 33-93548,
is hereby incorporated herein by reference.

10.27 Non-Exclusive License Agreement between the Company and
International Business Machines Corporation, filed as an Exhibit
to the Company's Current Report on Form 8-K dated January 30,
1996, is hereby incorporated by reference.

10.28 Securities Purchase and Exchange Agreement between the Company
and Wand/Nestor Investments L.P., filed as an Exhibit to the
Company's Current Report on Form 8-K dated January 30, 1996, is
hereby incorporated by reference.

10.29 Securities Purchase Agreement between the Company and
Wand/Nestor Investments L.P., filed as an Exhibit to the
Company's Current Report on Form 8-K dated March 7, 1996, is
hereby incorporated by reference.

10.30 Asset Purchase Agreement and License Agreement between the
Company and National Computer Systems, Inc., filed as an Exhibit
to the Company's Current Report on Form 8-K dated June 11, 1996,
is hereby incorporated by reference.

10.31 PRISM Non-Exclusive License Agreement between the Company and
Applied Communications, Inc., filed as an Exhibit to the
Company's Current Report on Form 8-K dated September 19, 1996, is
hereby incorporated by reference. Portions of the Exhibit
omitted, pursuant to a grant of confidential treatment.

10.32 License Agreement dated as of March 28, 1997, between Nestor,
Inc. and Total System Services, Inc. filed as an Exhibit to the
Company's Current report on Form 8-K dated April 8, 1997, is
hereby incorporated by reference. Portions of the Exhibit
omitted, pursuant to a grant of confidential treatment.

10.33 Asset Acquisition Purchase Agreement dated March 31, 1997 among
Nestor Interactive, Inc., Cyberiad Software, Inc., Christopher L.
Scofield and Jeffrey Pflum filed as an Exhibit to the Company's
Current Report on Form 8-K dated April 10, 1997, is hereby
incorporated by reference.

10.34 Nestor, Inc. 1997 Incentive Stock Option Plan, as amended, filed
as an Exhibit to the Company's Current Report on Form 8-K dated
May 6, 1997 is hereby incorporated by reference.

10.35 Amendment to the PRISM Non-Exclusive License Agreement dated as
of April 18, 1997, between Nestor, Inc. and Applied
Communications, Inc. filed as an Exhibit to the Company's Current
Report on Form 8-K dated April 30, 1997 is hereby incorporated by
reference. Portions of the Exhibit omitted pursuant to a grant of
confidential treatment.

10.36 Exclusive License Agreement between Nestor, Inc. and Nestor
Traffic Systems, Inc. dated January 1, 1999 filed as an Exhibit
to the Company's Current Report on Form 8-K dated March 25, 1999.

10.37 Secured Note Agreement by and among Nestor, Inc., Nestor Traffic
Systems, Inc. and NTS Investors LLC dated January 9, 2001 and
filed as an Exhibit to the Company's Current Report on Form 8-K
on January 18, 2001 is hereby incorporated by reference.

10.38 License Agreement between Nestor, Inc. and ACI Worldwide, Inc.
dated February 1, 2001 filed as an Exhibit to the Company's
Current Report on Form 8-K on February 9, 2001 is hereby
incorporated by reference.

10.39 License Agreement dated May 18, 2001 between the Company and
Retail Decisions, Inc. filed as an exhibit to the Company's
current report on Form 8K dated May 18, 2001 which is hereby
incorporated by reference.

10.40 Registration Statement on form S-4 #333-63560 of the Company' is
hereby incorporated by reference.

21 Nestor IS, Inc., a wholly-owned subsidiary of Nestor, Inc.
incorporated January 1, 1997, doing business as Nestor
Intelligent Sensors.

21.1 Nestor Interactive, Inc. a wholly-owned subsidiary of Nestor,
Inc. incorporated January 1, 1997.


21.2 Nestor Traffic Systems, Inc. financial statements for year ended
December 31, 2000.

99.1 Safe Harbor for Forward-Looking Statements under the Private
Securities Litigation Reform Act of 1995.

103 Copy of Complaint filed on November 25, 1998 against HNC
Software, Inc. alleging anticompetitive, exclusionary and
predatory conduct in the Registrant's market.