BANKAMERICA CORP
SC 13G, 1997-02-11
NATIONAL COMMERCIAL BANKS
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<PAGE>
 
                      SECURITIES AND EXCHANGE COMMISSION
                            Washington, D.C.  20549



                                 SCHEDULE 13G

                   Under the Securities Exchange Act of 1934

                         (Amendment No. ___________)*


                              Aurum Software Inc
- --------------------------------------------------------------------------------
                               (Name of Issuer)

                                 Common Stock
- --------------------------------------------------------------------------------
                        (Title of Class of Securities)

                                   05208A106
                               ----------------
                                (CUSIP Number)



*The remainder of this cover page shall be filled out for a reporting person's
initial filing on this form with respect to the subject class of securities, and
for any subsequent amendment containing information which would alter the
disclosures provided in a prior cover page.

The information required in the remainder of this cover page shall not be deemed
to be "filed" for the purpose of Section 18 of the Securities Exchange Act of
1934 ("Act") or otherwise subject to the liabilities of that section of the Act
but shall be subject to all other provisions of the Act (however, see the
Notes).


4151299                             Page 1
<PAGE>
 
- ------------------------
  CUSIP No.  05208A106                        13G
- ------------------------
 
- --------------------------------------------------------------------------------
 1       NAME OF REPORTING PERSON
         S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON

         BankAmerica Corporation
         94-1681731
- --------------------------------------------------------------------------------
 2       CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
                                                                (a) [ ]
                                                                (b) [ ]
- --------------------------------------------------------------------------------
 3       SEC USE ONLY
 

- --------------------------------------------------------------------------------
 4       CITIZENSHIP OR PLACE OF ORGANIZATION

         Delaware
- --------------------------------------------------------------------------------
         NUMBER OF            5        SOLE VOTING POWER
                              
          SHARES                       -0-
                             ---------------------------------------------------
        BENEFICIALLY          6        SHARED VOTING POWER
         
         OWNED BY                      949,366
                             ---------------------------------------------------
           EACH               7        SOLE DISPOSITIVE POWER
          
         REPORTING                     -0-
                             ---------------------------------------------------
          PERSON              8        SHARED DISPOSITIVE POWER
           
           WITH                        949,366
- --------------------------------------------------------------------------------
 9       AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 
         949,366
- --------------------------------------------------------------------------------
10       CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
 

- --------------------------------------------------------------------------------
11       PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW 9

         8.5%  
- --------------------------------------------------------------------------------
12       TYPE OF REPORTING PERSON*
 
         HC
- --------------------------------------------------------------------------------
                     *SEE INSTRUCTION BEFORE FILLING OUT!
                                    
4151299                             Page 2
<PAGE>
 
- ------------------------
  CUSIP No.  05208A106                        13G
- ------------------------
 
- --------------------------------------------------------------------------------
 1       NAME OF REPORTING PERSON
         S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON

         Bank of America NT&SA
         94-1678665
- --------------------------------------------------------------------------------
 2       CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
                                                                (a) [ ]
                                                                (b) [ ]
- --------------------------------------------------------------------------------
 3       SEC USE ONLY
 

- --------------------------------------------------------------------------------
 4       CITIZENSHIP OR PLACE OF ORGANIZATION

         United States
- --------------------------------------------------------------------------------
         NUMBER OF            5        SOLE VOTING POWER
                              
          SHARES                       -0-
                             ---------------------------------------------------
        BENEFICIALLY          6        SHARED VOTING POWER
         
         OWNED BY                      949,366
                             ---------------------------------------------------
           EACH               7        SOLE DISPOSITIVE POWER
          
         REPORTING                     -0-
                             ---------------------------------------------------
          PERSON              8        SHARED DISPOSITIVE POWER
           
           WITH                        949,366
- --------------------------------------------------------------------------------
 9       AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 
         949,366
- --------------------------------------------------------------------------------
10       CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
 

- --------------------------------------------------------------------------------
11       PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW 9

         8.5%  
- --------------------------------------------------------------------------------
12       TYPE OF REPORTING PERSON*
 
         BK
- --------------------------------------------------------------------------------
                     *SEE INSTRUCTION BEFORE FILLING OUT!
                                    
4151299                             Page 3
<PAGE>
 
- ------------------------
  CUSIP No.  05208A106                        13G
- ------------------------
 
- --------------------------------------------------------------------------------
 1       NAME OF REPORTING PERSON
         S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON

         BankAmerica Ventures
         95-6016836
- --------------------------------------------------------------------------------
 2       CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
                                                                (a) [ ]
                                                                (b) [ ]
- --------------------------------------------------------------------------------
 3       SEC USE ONLY
 

- --------------------------------------------------------------------------------
 4       CITIZENSHIP OR PLACE OF ORGANIZATION

         California
- --------------------------------------------------------------------------------
         NUMBER OF            5        SOLE VOTING POWER
                              
          SHARES                       854,430
                             ---------------------------------------------------
        BENEFICIALLY          6        SHARED VOTING POWER
         
         OWNED BY                      94,936
                             ---------------------------------------------------
           EACH               7        SOLE DISPOSITIVE POWER
          
         REPORTING                     854,430
                             ---------------------------------------------------
          PERSON              8        SHARED DISPOSITIVE POWER
           
           WITH                        94,936
- --------------------------------------------------------------------------------
 9       AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 
         949,366
- --------------------------------------------------------------------------------
10       CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
 

- --------------------------------------------------------------------------------
11       PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW 9

         8.5%  
- --------------------------------------------------------------------------------
12       TYPE OF REPORTING PERSON*
 
         CO
- --------------------------------------------------------------------------------
                     *SEE INSTRUCTION BEFORE FILLING OUT!
                                    
4151299                             Page 4
<PAGE>
 
- ------------------------
  CUSIP No.  05208A106                        13G
- ------------------------
 
- --------------------------------------------------------------------------------
 1       NAME OF REPORTING PERSON
         S.S. or I.R.S. IDENTIFICATION NO. OF ABOVE PERSON

         BA Venture Partners I
         94-3229889
- --------------------------------------------------------------------------------
 2       CHECK THE APPROPRIATE BOX IF A MEMBER OF A GROUP*
                                                                (a) [ ]
                                                                (b) [ ]
- --------------------------------------------------------------------------------
 3       SEC USE ONLY
 

- --------------------------------------------------------------------------------
 4       CITIZENSHIP OR PLACE OF ORGANIZATION

         Delaware
- --------------------------------------------------------------------------------
         NUMBER OF            5        SOLE VOTING POWER
                              
          SHARES                       94,936 (Items 4 & 7) 
                             ---------------------------------------------------
        BENEFICIALLY          6        SHARED VOTING POWER
         
         OWNED BY                      -0-
                             ---------------------------------------------------
           EACH               7        SOLE DISPOSITIVE POWER
          
         REPORTING                     94,936 (Items 4 & 7) 
                             ---------------------------------------------------
          PERSON              8        SHARED DISPOSITIVE POWER
           
           WITH                        -0-
- --------------------------------------------------------------------------------
 9       AGGREGATE AMOUNT BENEFICIALLY OWNED BY EACH REPORTING PERSON
 
         94,936 (Items 4 & 7) 
- --------------------------------------------------------------------------------
10       CHECK BOX IF THE AGGREGATE AMOUNT IN ROW (9) EXCLUDES CERTAIN SHARES*
 
         
- --------------------------------------------------------------------------------
11       PERCENT OF CLASS REPRESENTED BY AMOUNT IN ROW 9

           .9% (Items 4 & 7) 
- --------------------------------------------------------------------------------
12       TYPE OF REPORTING PERSON*
 
         PN
- --------------------------------------------------------------------------------
                     *SEE INSTRUCTION BEFORE FILLING OUT!
                                    
4151299                             Page 5
<PAGE>
 
                                  SCHEDULE 13G

Item 1(a)  Name of Issuer:                  Aurum Software Inc

      (b)  Address of Issuer's
           Principal Executive Offices:     3385 Scott Boulevard
                                            Santa Clara, CA  95054

Item 2(a)  Names of Person Filing:          BankAmerica Corporation
                                              ("BAC")
                                            Bank of America NT&SA
                                              ("BANTSA")
                                            BankAmerica Ventures
                                              ("BAV")
                                            BA Venture Partners I 
                                              ("BAVPI")
                                            See Item 7

      (b)  Address of Principal
           Business Offices:                (For BAC and BANTSA)
                                            555 California Street
                                            San Francisco, CA  94104

                                            (For BAV and BAVPI)
                                            950 Tower Lane, Suite 700
                                            Foster City, CA  94404

      (c)  Citizenship:                     BAC is organized under the laws of
                                            Delaware. BAV is organized under the
                                            laws of California. BANTSA is a
                                            national banking association
                                            organized under the laws of the
                                            United States. BAVPI is organized
                                            under the laws of Delaware.

      (d)  Title of Class of Securities:    Common stock

      (e)  CUSIP Number:                    05208A106

Item 3     If this statement is filed pursuant to Rules 13d-1(b), or 13d-2(b),
           check whether the person filing is a:*

           (a)  [ ]  Broker or Dealer registered under Section 15 of the Act

           (b)  [X]  Bank as defined in section 3(a)(6) of the Act

           (c)  [ ]  Insurance Company as defined in section 3(a)(19) of the Act

           (d)  [ ]  Investment Company registered under section 8 of the
                     Investment Company Act

           (e)  [ ]  Investment Adviser registered under section 203 of the
                     Investment Advisers Act of 1940

___________
* Not applicable as to BAV and BAVPI since they are filing this statement under
  Rule 13d-1(c).

4151299                             Page 6
<PAGE>
 
           (f)  [ ]  Employee Benefit Plan, Pension Fund which is subject to the
                     provisions of the Employee Retirement Income Security Act
                     of 1974 or Endowment Fund; see (S)240.13d-1(b)(1)(ii)(F)

           (g)  [X]  Parent Holding Company, in accordance with
                     (S)240.13d-1(b)(ii)(G) (Note: See Item 7)

           (h)  [ ]  Group, in accordance with (S)240.13d-1(b)(1)(ii)(H)

Item 4     Ownership
 
           (a)  Amount Beneficially Owned:*
                   BAC                                          949,366
                   BANTSA                                       949,366
                   BAV                                          949,366
                   BAVPI                                         94,936

           (b)  Percent of Class:*
                   BAC                                             8.5%
                   BANTSA                                          8.5%
                   BAV                                             8.5%
                   BAVPI                                            .9%
 
           (c)  Number of shares as to which such person has:
 
                  (i)  sole power to vote or direct the vote:*
                          BAC                                         0
                          BANTSA                                      0
                          BAV                                   854,430
                          BAVPI                                  94,936

                 (ii)  shared power to vote or direct the 
                       vote:*
                          BAC                                   949,366
                          BANTSA                                949,366
                          BAV                                    94,936
                          BAVPI                                       0
 
                (iii)  sole power to dispose or direct the 
                       disposition of:*
                          BAC                                         0
                          BANTSA                                      0
                          BAV                                   854,430
                          BAVPI                                  94,936

                 (iv)  shared power to dispose or direct the 
                       disposition of:*
                          BAC                                   949,366
                          BANTSA                                949,366
                          BAV                                    94,936
                          BAVPI                                       0
 
 
* By virtue of the corporate relationships between Reporting Persons as
  described in Item 7, BAC (the parent company) may be deemed to possess
  indirect beneficial ownership of shares beneficially owned directly by its
  subsidiaries. Similarly, higher tier BAC subsidiaries may be deemed to possess
  indirect beneficial ownership of shares beneficially owned directly by lower
  tier BAC subsidiaries. The power to vote and to dispose of shares may be
  deemed to be shared between entities due to their corporate relationships.
  
  Also, BAVPI is the direct beneficial owner of certain of Issuer's shares. By
  virture of the partnership relationship between BAVPI and its individual
  partners as described in Item 7, the individual partners may be deemed to
  posses indirect beneficial ownership of shares beneficially owned directly by
  BAVPI. The power to vote and to dispose of shares may be deemed to be shared
  between the partners due to their relationship to each other and BAVPI.


4151299                             Page 7
<PAGE>
 
Item 5     Ownership of Five Percent or Less of a Class.

           If this statement is being filed to 
           report the fact that as of the date 
           hereof the reporting person has ceased 
           to be the beneficial owner of more 
           than five percent of the class of 
           securities, check the following [ ].

Item 6     Ownership of More than Five Percent on Behalf 
           of Another Person.                                Not Applicable.

Item 7     Identification and Classification of 
           the Subsidiaries Which Acquired
           the Security Being Reported on by 
           the Parent Holding Company.
           
           See Item 2. Except for BAVPI and BAVPI'S individual 
           partners, the entities described below are direct 
           or indirect wholly-owned subsidiaries of BAC, which 
           is a registered bank holding company. BANTSA is a 
           bank as defined in section 3(a)(6) of the Act. BAV 
           and BAVPI are filing this statement under Rule 13d-1(c). 
           BAV is a corporation and is the BAC subsidiary that 
           holds the direct investment in the issuer. BAVPI 
           is a partnership that is related to BAV. The partners 
           of BAVPI include: James D. Murphy, a general partner, 
           residing in the state of California; Jess Marzak, a 
           general partner, residing in the state of California; 
           Anchie Kuo, a general partner, residing in the state 
           of California; Robert Obuch, a general partner, 
           residing in the state of California; and Rory O'Driscoll, 
           a general partner, residing in the state of California. 
           By virtue of these individuals being partners of 
           BAVPI, they may each be deemed to indirectly beneficially 
           own the ownership interest of the Issuer held by BAVPI. 
           Similarly the partners may be deemed to share voting 
           and/or investment power among themselves and with 
           BAVPI in the Issuer due to the partners' indirect 
           interest in the Issuer through BAVPI. Each partner 
           disclaims beneficial ownership of all shares of 
           Common Stock owned by BAVPI.

Item 8     Identification and Classification 
           of Members of the Group.

           See Item 7.

Item 9     Notice of Dissolution of Group.                   Not Applicable.

Item 10    Certification.

           By signing below I certify that, to the best of my knowledge and
           belief, the securities referred to above were acquired in the
           ordinary course of business and were not acquired for the purpose 
           of and do not have the effect of changing or influencing the 
           control of the issuer of such securities and were not acquired in 
           connection with or as a participant in any transaction having such 
           purposes or effect.

4151299                             Page 8
<PAGE>
 
                                   SIGNATURE


     After reasonable inquiry and to the best of my knowledge and belief, I
certify that the information set forth in this statement is true, complete and
correct.


                               
                                            BankAmerica Corporation



Dated:  February 12, 1997                   By  /s/  JOHN J. HIGGINS
                                              ----------------------------------
                                              John J. Higgins
                                              Executive Vice President


4151299                             Page 9
<PAGE>
 
                                                                       Exhibit A

                         AGREEMENT RE JOINT FILING OF
                                 SCHEDULE 13G


The undersigned hereby agrees as follows:

     (i)   Each of them is individually eligible to use the Schedule 13G to
which this Exhibit is attached, and such Schedule 13G is filed on behalf of each
of them; and

     (ii)  Each of them is responsible for the timely filing of such Schedule
13G and any amendments thereto, and for the completeness and accuracy of the
information concerning such person contained therein; but none of them is
responsible for the completeness or accuracy of the information concerning the
other persons making the filing, unless such person knows or has reason to
believe that such information is inaccurate.



Dated:  February 12, 1997                   BANKAMERICA CORPORATION

                                            
                                            By:  /s/  JOHN J. HIGGINS
                                               ---------------------------------
                                               John J. Higgins

                                            Its:  Executive Vice President


Dated:  February 12, 1997                   BANK OF AMERICA NT&SA


                                            By:  /s/  JOHN J. HIGGINS
                                               ---------------------------------
                                               John J. Higgins

                                            Its:  Group Executive Vice 
                                                      President


Dated:  February 12, 1997                   BANKAMERICA VENTURES


                                            By:  /s/  ERICK CHRISTENSEN
                                               ---------------------------------
                                               Erick Christensen

                                            Its:  Vice President


Dated:  February 12, 1997                   BA VENTURE PARTNERS I


                                            By:  /s/  ANCHIE KUO
                                               ---------------------------------
                                               Anchie Kuo
 
                                            Its:  General Partner

4151299                             Page 10

<PAGE>
 
Board of Directors                                    Adopted:  November 1, 1993
BankAmerica Corporation                            Last amended:  August 1, 1994


           GENERAL OPERATING AND BORROWING RESOLUTION (Excerpts from)
           ----------------------------------------------------------


     1.   Any two BAC officers listed below under the designation "Group 1" (the
"Officers"):

                                    GROUP 1
                                    -------

          the Chairman of the Board
          the Chief Executive Officer
          the President
          any Vice Chairman of the Board
          any Vice Chairman
          the Chief Financial Officer
          the Treasurer
          any Executive Vice President
          any Senior Vice President
          any Vice President
          the Secretary

     2.   Any one BAC officer listed above under either the designation GROUP 1
or GROUP 2, or any member of the Legal Department of Bank of America NT&SA
holding the title of counsel or a title senior thereto be, and hereby is,
authorized to sign registrations, reports, certificates, applications and other
writings on behalf of BAC for submission to or filing with any federal, state,
local or foreign regulatory authorities, and any amendments, withdrawals, or
terminations thereof, as are deemed desirable by such officer or attorney in
connection with BAC's activities or affairs.


4126526.01


<PAGE>
 
Board of Directors                                              November 4, 1996
Bank of America NT&SA

                  GENERAL OPERATING RESOLUTION (Excerpts from)
                  --------------------------------------------

     The Board of Directors of Bank of America NT&SA ("BofA") authorizes and
determines as follows:

     1.  Certain officers of BofA ("Authorized Signers") are authorized to act
on behalf of BofA as set forth in the attached "Signing Authorities Chart."

     2.  For the purposes of this resolution, "OFFICER" refers to a BofA officer
holding one of the officer titles listed below, and "OFFICER" refers to any BofA
officer.  The incumbency of any officer may be certified by the Secretary or any
Assistant Secretary.  References in this resolution to the ranking of officer
titles refers to the ranking shown in the following list of Officers:

          the Chief Executive Officer ("CEO")
          the Chairman of the Board
          the President
          any Vice Chairman of the Board ("VC of the Bd")
          the Chief Operating Officer ("COO")
          any Vice Chairman ("VC")
          the Chief Financial Officer ("CFO")
          any Group Executive Vice President ("GEVP")
          any Executive Vice President ("EVP")
          any Senior Vice President ("SVP")
          the Cashier
          the Secretary
          the Treasurer
          any Managing Director
          any Senior Authorized Officer
          any Vice President ("VP")
          any Assistant Vice President
          any Authorized Officer
          any Senior Trust Officer
          any Trust Officer
          any Assistant Secretary
          any Assistant Cashier
<PAGE>
 
VI.  REGULATORY MATTERS

   Action or Transaction                  Authorized Signer(s)

Execution of any document or             Any one Officer at the
other writings and any                   level of VP or above,
amendments, withdrawals or               or any one attorney in
terminations thereof for                 the Legal or Tax
submission to or filing with             Departments of BofA
any federal, state, local or             holding the officer
foreign regulatory authorities.          title of Counsel or
                                         above.

4126528


<PAGE>
 
Board of Directors                                             February 14, 1995
BankAmerica Ventures


                  GENERAL OPERATING RESOLUTION (Excerpts from)
                  --------------------------------------------


          4.   The Board of Directors of this corporation authorizes any officer
     of this corporation, or any attorney in the Legal Department of Bank of
     America NT&SA with the title of counsel or a title senior thereto to sign
     registrations, reports, certificates, applications and other writings on
     behalf of this corporation for submission to or filing with any federal,
     state, local or foreign regulatory authorities, and any amendments,
     withdrawals, or terminations thereof, as the officer or attorney deems
     appropriate.



4126293



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