Prepare governed knowledge sources
Useful AI answers depend on current content, clear ownership, metadata, permissions, and lifecycle rules for policies, procedures, and operational documents.
Design retrieval for trust
Enterprise RAG needs chunking, ranking, citations, semantic filters, access controls, and evaluation sets that reflect how teams ask real questions.
Improve with feedback loops
Search quality should be measured through answer usefulness, missing content, source quality, user feedback, and recurring knowledge gaps.