 :     SAP   
 


SAP        .         :       .       .  SAP       .

  ,    SAP Joule       -    .      Business AI   ?        ?     SAP-  2026       -?

          SAP  ,     .  ,     S/4HANA,        ,         .





 

 :     SAP   



 :     SAP 

 

 -    





SAP        .   

     :    

  .     

 .  SAP   

   .

  ,    SAP Joule 

     -  

 .      Business AI 

 ?      

 ?     SAP-  2026  

    -?

          SAP 

,     .  ,  

  S/4HANA,     

  ,        

.

 

.   :    

 1.   Business AI  SAP    

 2.  :     90-  SAP Joule

 2026-

 3.  :   S/4HANA  Clean Core  



 4.  SAP Business AI:     ERP

 5. SAP Joule   LLM:    

 

 6. -  SAP:   



 7.    (FI/CO): -,  cash-flow

  

 8.     (SCM/MM):   

 

 9.   HR  :     Next-Best-Action

 10.  : ,      

SAP

 11.  :  ,    ABAP- 

?

 12.    - SAP  2026 

 13.       

 14.   :   AI-SAP 



.   :    

   ,     ,  

   .

    SAP.    .  

 ,    ,  ,  

    .   , 

    .     .  

 :         ?, 

  500  ,       

        .  ,   

  .

      ( , 

 , LLM).    , 

,      .  

 ,        

.    .   ,     

,          

.       ,  

   .

        . -

   SAP  Excel,     . 

 ,   .

  20242026   . SAP     

 .      .

 SAP        .  

,    ,    

         

 .

   ,    .  ,  

    ,   

 .      .

 1.   Business AI  SAP    

  2023  SAP    Business AI,   2024

    Joule,  . 

   ,     

.      SAP.

    .     ,  

  :   (Generative AI) 

/  (Predictive/Analytical AI). 

 SAP    ,    

.

1.1.    :  vs  

  ( )  SAP    .

    ,       

 .

:      10 000  

,       87% 

  15 .         

,     48 .  , 

  .

  (LLM)   ,      

( ChatGPT).     ,  ,

     .

:   :     

          

  .       

 .

SAP Business AI  .    

(),       ( , 

  ).

1.2.        SAP

 1:       

:     ,  .    

 ,       .

 SAP  : Garbage In, Garbage Out (   

  ).       ,

    (MDG)    

   ,   .  , ,  

 ,   ,   

.    AI,    .

 2: SAP Joule     

: Joule (   )   

,  .

    :  ABAP-   ,

 ,    .    

.         

   .    

     .   

   .

 3:     ChatGPT    SAP

:        .

 LLM     .   

   ,    ( 

).  ,     

  -,      

 .

 SAP     LLM,   

SAP BTP (Business Technology Platform).      

,      ,     

.

 4:    SAP      IT-

:   -.

      (,  , 

    ,     , 

   ""),    

 .  ,       .

  Business AI  20%      80% 

  (Change Management).

1.3.  Clean Core ( )    

   SAP (  ECC)    ?  

 15   -   

      (Z-). 

   ,   .  

   .

  , SAP   Clean Core ( ).

 :   SAP S/4HANA   .

       SAP BTP.

: ,     ,  .  

    ,     

     ,  . Clean Core 

      ,  -

    -.

1.4.  ?   SAP?

  :     . 

  SAP  ""?

   .

  (    OpenSource)   

.     . SAP   

    .    50  

-,  ,   

,   MRP ( ), 

 .

SAP    -  .   (fine-tuned)

    -  .  SAP

Joule       (Purchase Order) 

   (Purchase Requisition),     .

   1

Business AI  SAP      (  

)    (   ,  

).

    .    - (MDG)

    .

  .     

  (SAP BTP)    .

 Clean Core ( ) .   

  ,   S/4HANA.

   ,       

    .

   1

     

     .   

 (   ).

1.  :  3 ,   

,      Excel-.  

     ?

2.  :  2 ,   

,     (, 

   ,    

  ).

3.  -: ,     

  ,      SAP Joule.

:    ()    ? 

     ?     

 (, ,  )?

 :   ,   

  ,  ,     

  Business AI.

 2.  :     90-  SAP Joule 

2026-

  2023        ,

 ,  SAP      

.  ,      

   :      ?.

  . SAP   Ȼ   .   

   .      

    .  ,  

 SAP Business AI,     . 

        

,          

,      .

2.1.    (1990-   2000-)

 90- ,  SAP R/3  ,  

  -   : .

  .  .    

   (MRP).     , 

    , SAP   ,   

   ,      

  .

: ,    ,    

 .       .  

   .

   SAP    ,   SAP APO

(Advanced Planner and Optimizer).   , 

 ,    ,   

-.     .    ,   

 .   ,   . 

 ,        , 

     .     

 - ,      ,     

,     .    .

2.2.       (2010-)

 2010  SAP  ,      

,        . 

   SAP HANA.

 HANA      .  

,      ,   (

),    .   . HANA 

,        ,  librarian

()     ,    . 

 in-memory computing (   ) 

 .

 SAP      . 

    SAP Predictive Analytics.

         , 

   .   :

 ,    ,   

 ""  ,   ,  82%.

      .     

 ,  .  ( ,

 )    .   

     .     

. -     

       .

2.3.    : SAP AI Business Services (20202022)

  2020-    SAP .  

 ,       .

SAP :   ,    

   ERP.

  SAP AI Business Services.    

,   ,  :

1. Document and Reporting Compliance:   

-  ,        

PDF     .   , ,  

      SAP.

2. Invoice Processing:      ,

   .      

 (   ).    

      .

3. Service Ticket Intelligence:     

 ,       .  

 (sentiment analysis),   

( ,   )    

 ,        .

    . SAP     

.        (Narrow AI).   

  ,     .     

:          

    ?

2.4.      Joule (20232026)

     .     

 (LLM). SAP :      LLM,

-      

-,     .

 2023  SAP  Joule   

-.   2026  Joule    - 

 -,   .

     Joule  ,    ?

1.   (Contextual Awareness). Joule   

 .   - SAP.    :

  ,      

.  ,      XD02, 

 ,       

,     ,   .

2. ,    .     

. Joule     - 

 ,         

.

3. . Joule   ,    .

  ,        , 

    - ,    

    :    stock-out ().

          

. ?

     ,    , 

 ,      

 .     ,   

.         .

   2

  SAP     ,   30-

      .

1990-  2000-:      .

     (  ).

2010-:  SAP HANA.  in-memory  

        

 .

20202022:   . SAP AI Business Services 

      .

20232026:     SAP Joule.   

   ,      

-.

   2

   -

       (,  

          

  ).

1.    3  :

 1990-:         

    -? (,  

 10 ,  100 ).

 2010-:       

? (,      

  ).

 2024-2026:        

  (Joule)? (,     

   ).

2.  :       

      ?   

    -.

 3.  :   S/4HANA  Clean Core  



,         

  .     ,

,    .    

      , ,    

    ,     

 .     ,    

.

        . 

     ,     

,   SAP,    , 

.

    ,     SAP

S/4HANA     Clean Core ( ) 

   ,      

Business AI.

3.1.  Legacy:   SAP (ECC)   

  S/4HANA   SAP ERP (  ECC).

 20-30       

  .

 1:      .

 SAP      (). 

 ,       (batch

job),     ,    

   .

   :      . 

   ,   , 

   5  ,   ,   

  .  SAP     .

 2: -   .

-     .

     ,     

.    ABAP    

(  Z  Y).

   :  (LLM)   

- SAP.  ,     

`VBAK`.          `ZBONUS_CALC`,

     2008 .      

 ,     -.

3.2. S/4HANA: ,    

SAP S/4HANA      .    .

      :

1.    HANA in-memory.

    ,  ,    

 .

: ,        

 .    ()     

 ,   ,     . 

HANA ()      , 

     .

   :       

   ( )  .

2.    (Data Simplification).

  SAP      

 (  ,   ,  

).  S/4HANA      

`ACDOCA` (Universal Journal).

   :       ,

 ,      . 

        .

3.   (Embedded Analytics).

 S/4HANA   (  )  

 (  )      .

   : -     

 ,        

  ,    .

3.3.  Clean Core:     

     S/4HANA,   

  (    ECC),   

,    .  SAP  

: Clean Core ( ).

  Clean Core?   ,  

  SAP S/4HANA  .

     ,     

   SAP (  in-app extensibility,   

 ).      Side-by-Side

Extensibility (   ).

  :

  (ECC)        

     .   ,

 .       .

 Clean Core (S/4HANA)       App Store.

  (iOS/Android)    .  

     .   

,   ,       

,   (API).

    SAP:

  ,  -,   

 SAP BTP (Business Technology Platform).

 Joule    -  -,   

  SAP.     API (OData / REST) 

BTP,   ,     

  S/4HANA.

3.4. SAP BTP: ,     

SAP Business Technology Platform (BTP)     

-.  S/4HANA      ,  BTP  

  ,    .

      S/4HANA?

1.  .     

  GPU ( ).  S/4HANA

   (CPU).      

.

2.   . -     

(, adversarial attacks).    BTP, SAP 

 .

3.   .      

SAP.      Salesforce, AWS,   .

BTP     (SAP Integration Suite),

  -   IT-  ,

   ,   SAP.

  BTP   ,  SAP AI Core (  

  -)  SAP AI Launchpad (  

  -).    Joule,  

   S/4HANA.

3.5.  :     ROI 

   .    S/4HANA, 

       , :  

 ,    .

  .

-,   .      3-4

 .

-, -       Proof of

Concept (PoC).     ,   , 

   `Z_SALES`     

   ,  .    .

 :  Clean Core   Business AI.  

   ,     

-.

   3

 SAP (ECC)     -  

    ,    

.

SAP S/4HANA      in-memory

 ,       (Universal

Journal).

Clean Core ( )    .

         

side-by-side.

SAP BTP       , 

 -,  ,   

 .

     ()   

      .

   3

    

     SAP- (   , 

 ):

1.  -:      3 

     (  Z  Y), 

    .

  :     -,    

-  ,      

?     ,     BTP.

2.  Side-by-Side :    

 . ,       

SAP BTP.

:   API S/4HANA    

?     ( BTP)?  

     ( SAP Fiori)?

3.   :    ,  

       (batch),   

     . ,   

S/4HANA (in-memory)       .

 4.    :    



  - ,    

   ,   

ERP-,      .    

     .      

 SAP Business AI    .

   ,     

  .    

 -.   ()  

  .       

 .    ,  

    .  SAP Business AI  

      :  

, SAP AI Core   .

4.1.     SAP:   

 SAP    . ,

, ,   ( ).    

  (, `0000123456`),    

.

      .    : 

, email-  , PDF-, 

 .     SAP    

 ,      `STRING`.   

 .       

( ).

        ,  

.    SAP ( SAP HANA Cloud  SAP Datasphere)

    (Vector Stores).

   ( ):

,          

 .

 , ,       

.

        .

         

- ,        () 

      SAP.

,  -        ,

        .    




  .


   .

   ,     (https://www.litres.ru/book/azat-shaiakhmetov-34077319/kognitivnyi-gigant-kak-iskusstvennyi-intellekt-meniaet-s-74574752/)  .

      Visa, MasterCard, Maestro,    ,   ,     ,  PayPal, WebMoney, ., QIWI ,       .


