Thursday, February 12, 2026

edb








AIMLUX.ai, Equitus.ai (KGNN/Graphixa), and EDB Postgres AI on IBM Power10/11 creates a sovereign "Intelligence Factory" designed for mission-critical environments. This stack assists Power10/11 users by providing a secure, high-performance foundation that infuses AI into every layer of the data lifecycle while maintaining strict compliance and air-gapped security.


1. Predictive AI: In-Transaction Augmentation

  • Infrastructure Sovereignty: By running natively on IBM Power10/11, Equitus KGNN utilizes the Matrix Math Accelerator (MMA) to perform high-speed inferencing directly on the CPU.

  • Augmentation: This allows EDB users to embed real-time predictive models—such as fraud detection or risk scoring—directly into transactional SQL workflows without needing external GPUs or cloud dependencies.

  • Performance: EDB's Analytics Accelerator further enhances this by delivering up to 30x faster analytical queries on operational data.



2. Generative AI: Compliant Contextualization

  • Automated Contextualization: Equitus Graphixa automates the ingestion of structured and unstructured data, transforming it into a semantic Knowledge Graph.

  • Compliance: This graph provides the "Ground Truth" for Retrieval-Augmented Generation (RAG), ensuring that generative outputs from EDB's pgvector are accurate and fully grounded in internal, authorized data.

  • Sovereignty: All model serving and vector search occur within the protected EDB environment, eliminating data movement and maintaining full sovereign control.



3. Agentic AI: Autonomous Managed Workflows


  • Agentic Infusion: EDB’s AI Factory includes an "Agent Studio" to orchestrate autonomous tasks, such as self-healing data management or complex cross-silo auditing.

  • Mission-Specific Development: AIMLUX.ai develops agents that use the Equitus Knowledge Graph to understand complex entity relationships, allowing them to act with a higher degree of reasoning than standard automation.

  • Scale: These agents automate lifecycle management and compliance reporting, enabling the system to scale its intelligence without increasing human operational overhead.



4. Physical AI: Authorized Real-World Interaction

  • Digital Twins: For edge and IoT environments, Equitus KGNN builds semantic models (Digital Twins) of physical assets and processes directly in EDB.

  • Authorization: The Power10/11 platform provides a quantum-safe, highly available (six 9s) infrastructure to authorize real-time physical actions based on sensor telemetry.

  • Edge Readiness: Compact IBM Power systems (such as the S1112) allow this intelligent authorization to happen at the mission edge, ensuring low-latency, autonomous operations in disconnected environments.



Managed Growth & Compliance Summary

Capability

EDB + Equitus + IBM Power Value

Augmentation

In-transaction predictive scoring using Power10/11 MMA.

Automation

Semantic AI agents that navigate relationships to trigger workflows.

Authorization

Rule-based, air-gapped governance for both digital and physical actions.

Compliance

Built-in audit logging, RBAC, and sovereign data control.








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...