Enterprise AI designs can add retrieval and orchestration layers before proving that approved evidence, access boundaries and operational value justify them.
Architecture must separate useful grounding from unnecessary complexity, cost and data exposure.
Use deterministic public or enterprise evidence first; add retrieval, vector search and model orchestration only behind explicit security, quality, freshness and fallback controls.
Architecture hypothesis informed by SAP agent POCs and provider-neutral design work.
Future website-native publication
Enterprise Intelligence Adapter
Publish a decision framework for when deterministic search, RAG or vector retrieval is appropriate.
