Domain-agnostic episodic memory engine built on Hybrid Centroid Indexing (HCI) and state-action-outcome episodes.
One platform, many verticals. All products share the same core.
ContractDNA©, CVEMemory©, CVE Hunter, Knowledge Base©, EmailMemory©, and other verticals send episodes to VAAS-X.
Shards store vectorized episodes using HCI. The router coordinates ingest and search across shards.
state + action + outcome → embedding → HCI shard
Products query the core to recall similar episodes and make better decisions in <100ms.
Store and index embeddings for one or more products.
Single entrypoint for ingest and search across shards.
Orthogonal-key encryption for privacy-preserving search.
These patterns match the configuration described in the core product specification.
Run router and one shard on a single machine.
Horizontal scaling across multiple shards.
Lightweight shards close to where decisions are made.
Every vertical specializes the same basic structure.
What the world looked like at decision time.
What the system or human did.
What happened as a result.