Arcxa bridges legacy enterprise platforms and modern IBM Power 10/11

"Arcxa Controls Your Migration"

— AI-driven Semantic Control Plane (SCP)—

Equitus Arcxa shifts the unit economics of SQL database migrations by replacing point-to-point manual ETL (Extract, Transform, Load) pipelines with a Semantic Control Plane (SCP).

Instead of relying on developers to manually map table-to-table schemas in relational databases (Oracle, SAP, or DB2), Arcxa decouples business logic from physical storage. It converts legacy SQL schemas into a dynamic Subject-Predicate-Object (SPO) RDF triple format (e.g., [Customer Account] ---> [Holds Balance] --->[USD Value]) using a Knowledge Graph Neural Network (KGNN) combined with hybrid open-weight AI.

Arcxa architectural overlay allows Global System Integrators (GSIs like Accenture, Deloitte, or Wipro) to transform data migrations into a high-margin, low-risk process:

Aimlux System Consulting (ASC) leverages Equitus ArcXA

Arcxa bridges legacy enterprise platforms and modern IBM Power 10/11 infrastructure. 

Arcxa automates, rather than treating migration as a manual, code-heavy task, ASC delivers Migration as a Product (MaaP), reducing risk, speeding deployment, and educating Global System Integrators (GSIs) and enterprises on execution strategy.

Educational & Informational Platform for GSIs and End Users

• Interactive Toolbox Navigator: ArcXA acts as an explainable assist system where GSI consultants and client architects interactively model, configure, and validate migrations using standard ontologies.

• Reusable Knowledge Graph Neural Network (KGNN): Extracted business logic (SQL logs, DDLs, procedural code) is stored as Subject-Predicate-Object (SPO) triples. Lessons and schemas learned in prior deployments compound into reusable playbooks across future project backlogs.

• Migration Readiness Assessment (MRA): Provides automated scoring across data assets to categorize risk levels before any data moves:

  • Green Tier (0–35): Direct automated schema transformation to target engines.

  • Amber Tier (36–70): Guided semantic refactoring with low manual touch.

  • Red Tier (71–100): Virtualized abstraction layer to safely decouple legacy dependencies.

Risk Mitigation Mechanisms

• No ETL Rip-and-Replace: ArcXA sits as a lightweight semantic plane above existing pipelines, avoiding the risk of rewriting complex ETL workflows.

• Real-Time Graph Diffing (RocketGraph xGT Integration): Ingests graph triples on IBM Power11 to cross-check legacy vs. target states in milliseconds, identifying toxic permission combinations or relationship corruptions before go-live.

• Cryptographic Lineage & Security Guardrails: Attaches compliance rules (GDPR, SOX, HIPAA) directly to data triples while integrating with real-time risk engines (e.g., ThreatWorx) to block vulnerabilities before payload delivery.

Getting Started is easy with MRA Framework - Contact us to start Migration Readiness Assessment with Free $10,000 credit.

• 21-Day Value Sprint: Rapid onboarding designed to replace multi-month discovery cycles with automated SQL and schema profiling.

• MRA Initial Assessment: ASC deploys the MRA module to ingest existing execution logs and output clear cost, core-count, and timeline metrics.

• Hybrid Execution & AI Readiness: Data migrated through ArcXA is automatically mapped to an AI-ready graph layer, enabling direct exploitation by IBM Power11’s in-core Matrix Math Assist (MMA) engines for post-migration analytics.