From documents to governed evidence
Content enters through bounded ingestion and provenance rules. Retrieval stays inside an allowlisted source set, and evidence references remain connected to the output that used them.
Durability before publication
Publication requires tenant-scoped durable state, valid provenance lifecycle, ACL-safe deduplication, and recovery evidence. In-memory or local-only state is not treated as production durability.
Knowledge intelligence
Search, graph relationships, memory, and specialist reasoning can be combined without erasing uncertainty or the boundary between observed evidence and inference.