As filed with the Securities and Exchange Commission on May 5, 1997

                                 REGISTRATION STATEMENT NO. 33- ________________


                       SECURITIES AND EXCHANGE COMMISSION
                                WASHINGTON, D.C.

                            -------------------------

                                    FORM S-8

             REGISTRATION STATEMENT UNDER THE SECURITIES ACT OF 1933

                       KURZWEIL APPLIED INTELLIGENCE, INC.
             (Exact name of registrant as specified in its charter)


       DELAWARE                                               04-2815079
(State or other jurisdiction of                            (I.R.S. Employer
incorporation or organization)                            Identification No.)


411 Waverley Oaks Road
Waltham, Massachusetts                                          02154
(Address of Principal Executive Offices)                      (Zip Code)

                       Kurzweil Applied Intelligence, Inc.
                             1995 Stock Option Plan
                  1995 Non-Employee Director Stock Option Plan
                            (Full title of the plan)

                                 Roger M. Barzun
                                    Secretary
                                60 Hubbard Street
                          Concord, Massachusetts 01742
                     (Name and address of agent for service)

                                 (508) 287-4275
          (Telephone number, including area code, of agent for service)

                         Calculation of Registration Fee
---------------------------------------------------------------------------------------------------------------------------------

                                                                                    Proposed
                                                         Proposed                    maximum
     Title of securities       Amount to be          maximum offering          aggregate offering        Amount of
      to be registered        registered (1)        price per share (2)               price           registration fee

        Common Stock             700,000                  $4.00                   $2,800,000               $849

---------------------------------------------------------------------------------------------------------------------------------


(1)  Plus such additional number of shares as may be required pursuant to the
     plans in the event of a stock dividend, split-up of shares,
     recapitalization or other similar change in the Common Stock.

(2)  Estimated solely for the purposes of calculating the registration fee in
     accordance with Rule 457(c) on the basis of the last sale price of the
     Common Stock as reported on the NASDAQ NATIONAL MARKET on May 1, 1997


                                EXPLANATORY NOTE

This Registration Statement has been prepared in accordance with the
requirements of Form S-8, as amended, and relates to 700,000 shares of Common
Stock, $.01 par value, of Kurzweil Applied Intelligence, Inc. (the "Company")
that have been reserved for issuance pursuant to the Company's 1995 Stock Option
Plan and its 1995 Non-Employee Director Stock Option Plan.


                                     PART II

               INFORMATION REQUIRED IN THE REGISTRATION STATEMENT


Item 3.   Incorporation of Documents by Reference

          The following documents are hereby incorporated by reference in this
          Registration Statement:

          (a)  The Company's Annual Report on Form 10-KSB for the fiscal year
               ended January 31, 1997; and

          (e)  The description of the Company's Common Stock contained in a
               registration statement on Form 8-A filed pursuant to the
               Securities Exchange Act of 1934 , as amended, (the "Exchange
               Act") dated August 9, 1993 and any amendments or reports filed
               for the purpose of updating such description.

          In addition, all documents filed by the Company after the initial
          filing date of this registration statement pursuant to Sections 13(a),
          13(c), 14 and 15(d) of the Exchange Act and prior to the filing of a
          post-effective amendment which indicates that all shares registered
          hereunder have been sold or which de-registers all shares then
          remaining unsold, shall be deemed to be incorporated by reference in
          this registration statement and to be a part hereof from the date of
          filing of such documents.

Item 5.   Interests of Named Experts and Counsel

          The legality of the shares of Common Stock offered hereby has been
          passed upon for the Company by Roger M. Barzun, 60 Hubbard Street,
          Concord, Massachusetts 01742, who is Secretary and General Counsel of
          the Company and the holder of options to purchase 15,000 shares of the
          Company's common stock under the 1995 Stock Option Plan, to which this
          registration statement relates.

Item 6.   Indemnification of Officers and Directors

          Section 145 of the General Corporation Law of the State of Delaware
          provides that a corporation may indemnify a director, officer,
          employee or agent against expenses (including attorneys' fees),
          judgments, fines and for amounts paid in settlement in respect of or
          in successful defense of any action, suit or proceeding if he acted in
          good faith and in a manner he reasonably believed to be in, or not
          opposed to, the best interests of the corporation, and, with respect
          to any criminal action or proceeding, had no reasonable cause to
          believe his conduct was unlawful.

          Pursuant to the Company's Amended and Restated Certificate of
          Incorporation, as amended, (the "Certificate"), as authorized under
          Delaware law, officers and directors of the Company are not liable for
          monetary damages for breach of fiduciary duty, except in connection
          with a breach of the duty of loyalty; for acts or omission not in good
          faith or that involve intentional misconduct or knowing violation of
          law; for dividend payments or stock repurchases illegal under Delaware
          law; or for any transaction in which a director or officer has derived
          an improper personal benefit. In addition, the Certificate provides
          that the Company is required to indemnify its officers and directors
          to the fullest extent permitted by
          Delaware law for all expenses incurred in any actions against such
          persons in connection with their having served as officers or
          directors of the Company.

Item 7.   Exemption from Registration Claimed.

          Not applicable.

Item 8.   Exhibits

          5     Opinion of Roger M. Barzun as to the legality of the shares
                being registered.

          23.1  Consent of Ernst & Young LLP

          23.2  Consent of Arthur Andersen LLP

          23.3  Consent of Roger M. Barzun (included in Exhibit 5).

          24    Power of Attorney (included on Page II-5).

Item 9.   Undertakings

          (a)  The undersigned registrant hereby undertakes:

                (1)    To file, during any period in which offers or sales are
                       being made, a post-effective amendment to this
                       registration statement:

                       (i)   to include any prospectus required by Section
                             10(a)(3) of the Securities Act of 1933;

                       (ii)  to reflect in the prospectus any facts or events
                             arising after the effective date of the
                             registration statement (or the most recent
                             post-effective amendment thereof) which
                             individually or in the aggregate, represent a
                             fundamental change in the information set forth in
                             the registration statement;

                       (iii) to include any material information with respect to
                             the plan of distribution not previously disclosed
                             in the registration statement or any material
                             change to such information in the registration
                             statement;

                       Provided, however, That paragraphs (a)(1)(i) and
                       (a)(1)(ii) do not apply if the registration statement is
                       on Form S-3, Form S-8 or Form F-3 and the information
                       required to be included in a post-effective amendment by
                       those paragraphs is contained in periodic reports filed
                       with or furnished to the Commission by the registrant
                       pursuant to Section 13 or Section 15(d) of the Securities
                       Exchange Act of 1934 that are incorporated by reference
                       in the registration statement.

                (2)    that, for the purpose of determining any liability under
                       the Securities Act of 1933, as amended (the "Securities
                       Act"), each such post-effective amendment shall be deemed
                       to be a new registration statement relating to the
                       securities offered therein, and the offering of such
                       securities at that time shall be deemed to be the initial
                       bona fide offering thereof; and

                (3)    to remove from registration by means of a post-effective
                       amendment any of the securities being registered which
                       remain unsold at the termination of the offering.

          (b)  The Company hereby undertakes that, for purposes of determining
               any liability under the Securities Act, each filing of the
               Company's annual report pursuant to Section 13(a) or Section
               15(d) of the Exchange Act that is incorporated by reference in
               the registration statement shall be deemed to be a new
               registration statement relating to the securities offered
               therein, and the offering of such securities at that time shall
               be deemed to be the initial bona fide offering thereof.

          (c)  Insofar as indemnification for liabilities arising under the
               Securities Act may be permitted to directors, officers and
               controlling persons of the Company pursuant to the foregoing
               provisions, or otherwise, the Company has been advised that in
               the opinion of the Commission such indemnification is against
               public policy as expressed in the Securities Act and is,
               therefore, unenforceable. In the event that a claim for
               indemnification against such liabilities (other than the payment
               by the Company of expenses incurred or paid by a director,
               officer or controlling person of the Company in the successful
               defense of any action, suit or proceeding) is asserted by such
               director, officer or controlling person in connection with the
               securities being registered, the Company will, unless in the
               opinion of counsel the matter has been settled by controlling
               precedent, submit to a court of appropriate jurisdiction the
               question whether such indemnification by it is against public
               policy as expressed in the Securities Act and will be governed by
               the final adjudication of such issue.

                        --------------------------------


                                   SIGNATURES

Pursuant to the requirements of the Securities Act of 1933, the Company
certifies that it has reasonable grounds to believe that it meets all of the
requirements for filing on Form S-8 and has duly caused this Registration
Statement to be signed on its behalf by the undersigned, thereunto duly
authorized, in the City of Waltham, The Commonwealth of Massachusetts on May 2,
1997.


                                        Kurzweil Applied Intelligence, Inc.
                                                 (Issuer and Employer)

                                        By: /s/ Thomas E. Brew, Jr.
                                            ------------------------------------
                                            Thomas E. Brew, Jr.
                                            President, & Chief Executive Officer


                                POWER OF ATTORNEY

KNOW ALL MEN BY THESE PRESENTS, that each individual whose signature appears
below constitutes and appoints Thomas E. Brew, Jr., Thomas B. Doherty and Roger
M. Barzun jointly and severally his true and lawful attorneys-in-fact and agents
with full powers of substitution for him and in his name, place and stead in any
and all capacities to sign any and all amendments (including post-effective
amendments) to this Registration Statement and to file the same with all
exhibits thereto and all documents in connection therewith with the Securities
and Exchange Commission, granting unto said attorneys-in-fact and agents and
each of them full power and authority to do and perform each and every act and
thing requisite and necessary to be done in and about the premises as fully as
he might or could do in person, hereby ratifying and confirming all that said
attorneys-in-fact and agents, or any of them, or their substitute or substitutes
may lawfully do or cause to be done by virtue thereof.

Pursuant to the requirements of the Securities Act of 1933, this registration
statement has been signed by the following persons in the capacities and on the
date indicated.


Signatures                                                   Title                              Date


                                              Chairman of the Board of Directors            May 2, 1997
/s/ Thomas E. Brew, Jr.                       President & Chief Executive Officer
-------------------------------
Thomas E. Brew, Jr.
                                              Chief Financial Officer, Vice                 May 2, 1997
                                              President of Finance & Treasurer
/s/ Thomas B. Doherty                         (principal accounting and financial
-------------------------------               officer)
Thomas B. Doherty

                                              Chief Technology Officer,                     May 2, 1997
/s/ Raymond C. Kurzweil                       Director
-------------------------------
Raymond C. Kurzweil
                                                                                            May 2, 1997
/s/ Steven F. Kaplan                          Director
-------------------------------
Steven F. Kaplan
                                                                                            May 2, 1997
/s/ William R. Lonergan                       Director
-------------------------------
William R. Lonergan
                                                                                            May 2, 1997
/s/ David R. A. Steadman                      Director
-------------------------------
David R. A. Steadman
                                                                                            May 2, 1997
/s/ James W. Storey                           Director
-------------------------------
James W. Storey



                                                 INDEX TO EXHIBITS

                                                                                                 Sequential
          Exhibit                                                                                   Page
          Number                                                                                   Number

            5      Opinion of Roger M. Barzun as to the legality of the shares being                II-7
                   registered.
           23.1    Consent of Ernst & Young LLP                                                     II-8
           23.2    Consent of Arthur Andersen LLP                                                   II-9
           23.3    Consent of Roger M. Barzun (included in Exhibit 5).
           24      Power of Attorney (included on Page II-5).



                                                                      EXHIBIT 5

                                 ROGER M. BARZUN
                                 ATTORNEY AT LAW
                                60 HUBBARD STREET
                          CONCORD, MASSACHUSETTS 01742

                                                      TELEPHONE: (508) 287-4275
                                                      FACSIMILE: (508) 287-4276



                                                                    May 2, 1997

Kurzweil Applied Intelligence, Inc.
411 Waverley Oaks Road
Waltham, Massachusetts 02154

Dear Sir/Madam:

I am General Counsel of Kurzweil Applied Intelligence, Inc. (the "Company") and
in that capacity, this opinion is delivered to you in connection with the
registration statement on Form S-8 (the "Registration Statement") to be filed
with the Securities and Exchange Commission on or about May 5, 1997 on behalf of
the Company, under the Securities Act of 1933 relating to 700,000 shares in the
aggregate of the common stock, $0.01 par value per share, (the "Common Stock")
of the Company issuable under the Company's 1995 Stock Option Plan and the
Non-Employee Director Stock Option Plan (the "Plans").

I am familiar with the Company's Amended and Restated Certificate of
Incorporation, By-Laws and its corporate minute book as well as the Registration
Statement. I have also examined such other documents, records and certificates
and made such further investigation as I have deemed necessary for the purposes
of this opinion.

Based upon and subject to the foregoing, I am of the opinion that the shares of
Common Stock to be sold by the Company pursuant to the Option Agreements in the
form in effect on the date hereof, when issued against receipt of the agreed
purchase price therefor and in conformity with the terms and conditions of the
Plans, will be duly authorized, validly issued, fully paid and non-assessable.

I understand that this opinion is to be used in connection with the Registration
Statement and accordingly I consent to the filing of this opinion as an exhibit
to the Registration Statement. I further consent to the reference to me in Item
5 ("Interests of Named Experts and Counsel") of Part II of the Registration
Statement

Very truly yours,

/s/ Roger M. Barzun



                                                                   EXHIBIT 23.1

                       CONSENT OF INDEPENDENT ACCOUNTANTS

We consent to the incorporation by reference in this Registration Statement on
Form S-8 of Kurzweil Applied Intelligence, Inc. of our report dated March 29,
1996 except for Note 3, as to which the date is May 9, 1996 with respect to the
balance sheet at January 31, 1996 and the related statements of operation,
stockholders' equity, and cash flows for the years ended January 31, 1996 and
1995 included in the Annual Report on Form 10-KSB of Kurzweil Applied
Intelligence, Inc. for the fiscal year ended January 31, 1997.

                                                          /s/ Ernst & Young LLP

                                                          Ernst & Young LLP

Boston, Massachusetts
April 30, 1997

                                                                   EXHIBIT 23.2

                       CONSENT OF INDEPENDENT ACCOUNTANTS

As independent public accountants, we hereby consent to the incorporation by
reference in this Registration Statement on Form S-8 for Kurzweil Applied
Intelligence, Inc. of our report dated March 21, 1997 (except with respect to
the matter discussed in Note 3 as to which the date is April 14, 1997) included
in the Annual Report on Form 10-KSB of Kurzweil Applied Intelligence, Inc. for
the fiscal year ended January 31, 1997 and to all references to our Firm
included in this Registration Statement.

                                                        /s/ Arthur Andersen LLP

                                                        Arthur Andersen LLP

Boston, Massachusetts
May 1, 1997