VAAS-X Core Modules

The core modules that power ingestion, recall, governance, and deployment across any domain.

Core Modules

The five modules that define VAAS-X Core.

HCI

Hybrid Centroid Index for fast similarity recall.

  • CPU-only performance
  • Deterministic bucket routing
  • Shard-level scaling

SAO

State-action-outcome memory for outcome-grounded learning.

  • Canonical episode schema
  • Outcome tracking and metrics
  • Audit-ready provenance

OKE

Encrypted similarity search.

  • Search without decrypting
  • Tenant isolation
  • Compliance-ready governance

VACA

Vector-augmented cognitive arrays for durable memory.

  • Compaction and retention
  • Routing metadata
  • Episode durability

AgentInterfaceModule

Operator interface for ingest, search, and workflow control.

  • Unified admin UI
  • API + tools integration
  • Operational visibility