Enterprise AI agents need governed data-product context, not just more RAG
Retrieval can fetch relevant passages, but it strips source boundaries, ownership, and usage rules. Byakod proposes compiling a governed data‑product context—graphs, markdown wikis, and open knowledge formats—alongside vector search so agents understand business meaning, constraints, and provenance. This shifts AI from raw retrieval to knowledge cataloging.