Friday, January 23, 2026

"Migration-as-a-Product"








"Migration-as-a-Product" 


The AIMLUX & PowerGraph Value Proposition

Migration-as-a-Product, not Migration-as-a-Project.


Data Migration Readiness Assessment (DRMA) AIMLUX.ai, via its PowerGraph.ai unit, provides a packaged digital conversion service sold as a standardized SKU through TD SYNNEX Destination AI. This replaces open-ended consulting with a fixed-scope, high-velocity migration engine.







[DRMA]

1. The Architecture: Engine + Services

Component

Role

Key Functions

PowerGraph.ai

The Engine

Automated discovery, dependency mapping, and graph-based workload modeling. Handles Oracle → SAP HANA and Oracle → IBM Db2 conversions.

AIMLUX.ai

The Wrapper

Provides the methodology, "migration plays," and fixed-scope deliverables (Assessment, Feasibility Score, and Cutover Strategy).


The Result: A move from 6-month "studies" to 6–10 week decision-ready migration plans.




2. Strategic Differentiation: The Dual-Target Advantage

Unlike tools that force a single destination, PowerGraph supports split-target migrations, solving a major enterprise pain point:

  • ERP Workloads: Seamlessly identifies and maps core ERP to SAP S/4HANA.

  • Non-SAP Apps: Flags workloads better suited for IBM Db2 (often on Power).

  • Cost Control: Prevents the "over-migration" of non-essential data to expensive HANA memory by tiering to Db2.




3. The TD SYNNEX SKU: Why Packaging Matters

By productizing this through Destination AI, AIMLUX eliminates the friction of traditional enterprise procurement.

  • Fixed Pricing: Tiers based on database size and complexity rather than hourly billing.

  • Faster Cycles: Standardized SKUs bypass the "Request for Quote" (RFQ) traps of custom SOWs.

  • Channel Ready: Allows partners to easily "attach" migration services to hardware (IBM Power) or software (SAP S/4) sales.






4. Stakeholder Value (Commercial Impact)


For TD SYNNEX

  • Infrastructure Pull-through: Drives sales for AI, SAP, and IBM hardware.

  • Scalability: A repeatable service SKU that doesn't require constant custom consulting.

For IBM (Power / Db2)

  • Oracle Exit: Lowers the barrier for customers to leave Oracle.

  • Hardware Adoption: Accelerates conversations around Power11 by proving migration feasibility early.

For SAP

  • S/4HANA Velocity: Increases the speed of conversion and reduces "migration fear."

  • Accuracy: Minimizes HANA sizing errors through automated code analysis



_________________________________________________________________

Reducing the risk and cost of  inter system migrations:


AIMLUX.ai, via its PowerGraph.ai unit, is not selling “software licenses” alone.
It’s selling a packaged digital conversion service, productized as a SKU through TD SYNNEX Destination AI.

Think of it as: > Migration-as-a-Product, not Migration-as-a-Project.
---

How the pieces fit together

1) PowerGraph.ai = the “engine” PowerGraph.ai provides the core technology

layer: Automated discovery & dependency mapping Oracle schema + code analysis (PL/SQL, data types, usage) Graph-based workload modeling (what breaks if you move X) Ai-assisted conversion recommendations:

Oracle → SAP HANA

Oracle → IBM Db2

This reduces: Manual assessment labor / Trial-and-error conversions  Risk of missed dependencies ➡️ This is what makes it “fast” and “cost-effective.”
---

2) AIMLUX.ai = the services wrapper AIMLUX.ai wraps PowerGraph with: 

Structured migration methodology/  Predefined migration “plays” (Oracle → HANA, Oracle → Db2)Fixed-scope deliverables: Assessment report\ Conversion feasibility score Data & code migration plan \ Cutover strategy

Instead of: > “Let’s study this for 6 months” It becomes: > “In 6–10 weeks, you get a decision-ready migration plan.”
--

3) Why SAP HANA and IBM Db2 together ,This is important. nMany enterprises:

 Move core ERP → SAP S/4HANA Move non-SAP apps → IBM Db2 (often on Power) PowerGraph supports split-target migrations, which is hard to do manually: Identifies which Oracle workloads fit SAP best Flags which are better candidates for Db2 / Reduces over-migrating everything to HANA (very expensive)
---
Why it’s sold as a SKU on TD SYNNEX = Problem it solves Enterprises don’t like: Open-ended consulting SOWs\ Unclear pricing \  Long procurement cycles.

SKU-based solution By packaging it as a Destination AI SKU, TD SYNNEX enables: Fixed price tiers (based on DB size / complexity) Faster procurement\ Channel-friendly resale\ Easier attachment to:  SAP deals ---  IBM Power / Db2 deals -- Oracle exit initiatives

So the SKU represents: > “Oracle → SAP HANA / Db2 Migration Assessment & Conversion Accelerator” Why this works commercially (important for this group) For TD SYNNEX - Pull-through for AI, SAP, and IBM infrastructure Repeatable, scalable service SKU Not dependent on custom consulting every time. For IBM (Power / Db2) Lowers friction to leave Oracle\  Makes Db2 on Power more competitive\ Speeds Power11 adoption conversations

For SAP\ Faster S/4HANA conversions \ Reduced HANA sizing mistakes \Less customer fear around Oracle exit 


Training Module

Learning Objective

Technology Focus

Legacy-to-Modern Migration

Converting Oracle databases to SAP HANA or IBM DB2.

Equitus DCS & KGNN.

AI-Ready Data Architecture

Moving from fragmented data to an AI-ready Knowledge Graph.

SmartFabric & KGNN.

System Integration Sales

Understanding SKU-based selling for digital conversion.

GSI Partner Workflows.

Operational Intelligence

Maintaining a "Single Source of Truth" (SSoT) post-migration.

Equitus Fusion.







No comments:

Post a Comment

How PowerGraph Compliments pgvector

How PowerGraph Compliments pgvector AIMLUX.ai positions the PowerGraph solution as the "Semantic Brain" for EDB Postgres AI, spec...