Graphixa.ai - Migration as a Product (MaaP)

 

AIMLUX.ai PowerGraph enables Migrating SAP Systems from Oracle Cloud to IBM DB2 using the Graphixa.ai Migration as a Product (MaaP) framework allows IBM Software Architect Engineers (AEs) to automate what is traditionally a manual, high-risk forensic exercise.

By modifying standard KGNN (Knowledge Graph Neural Network) procedures, Graphixa turns the migration into an observable and defensible product. Below is the modified roadmap for this specific SAP-to-DB2 exit strategy:

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Modified MaaP Roadmap: Oracle to IBM DB2

1. Objective: "Financial Integrity & Oracle Exit"

• Standard KGNN: General relationship discovery. Utilizing Migration Sku for a measured controllable migration plan.

• Graphixa MaaP Modification: Define the objective as Cost-Optimized Defensibility. The goal is to prove that SAP business numbers (revenue, tax, currency) remain 100%

2. Assessment: "Passive SAP/Oracle Discovery"

• Standard KGNN: Manual data source identification.

• Graphixa MaaP Modification: Deploy Cyberspatial Teleseer to passively map the SAP-on-Oracle environment. It identifies the "Mission Relevant Terrain," including undocumented Z-tables and legacy PL/SQL calls that often cause migration failures.

3. Schema Design: "Semantic Causal Mapping"

• Standard KGNN: Design for data integration.

• Graphixa MaaP Modification: Build a Semantic Migration Layer. The graph schema must link Oracle's data structures to DB2’s optimized native features (like Adaptive Compression).

• Result: Instead of just moving tables, you map the intent of the data.

4. Model Development: "Transformation-Level Explainability"

• Standard KGNN: Predictive analytics.

• Graphixa MaaP Modification: The KGNN is trained to act as a "Migration Time Machine."

• It executes deterministic data transformations.

• It captures Causal Lineage, ensuring that if a record changes during the move to DB2, the system can explain exactly which transformation rule was responsible.

5. Integration: "IBM PowerGraph Handshake"

• Standard KGNN: General enterprise integration.

• Graphixa MaaP Modification: Integrate the KGNN with IBM Power11 (PowerGraph).

• Use the Matrix Math Accelerator (MMA) on the Power11 chip to run the Graphixa observability engine locally.

• Cost Benefit: This eliminates the egress fees and security risks associated with moving sensitive SAP data to a third-party cloud for analysis.

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The "MaaP" Business Outcome for IBM

Using Graphixa to facilitate the SAP migration from Oracle to DB2 delivers quantifiable cost savings:

Metric	Business Impact
Licensing Savings	DB2 for SAP can reduce TCO by up to 70% compared to Oracle Cloud.
Labor Reduction	Graphixa reduces reconciliation and forensic labor by 20–30%.
Storage Optimization	DB2's compression is typically 50% more efficient than Oracle’s, lowering hardware costs.
Risk Mitigation	Eliminates "War Rooms" by providing automated "Trace-Back" for any broken business logic.

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Implementation Next Step

Would you like me to draft a "Graphixa Proof of Concept (POC)" plan for an IBM AE to present to a specific SAP client currently facing high Oracle renewal costs?

Migration of SAP solutions to IBM DB2

This video explains the technical modernization of SAP service layers, which is a critical component of the automated conversion processes that Graphixa aims to observe and explain during a database transition.