TLDR Tech / Data
AI Agents Need Data Product Context Not More RAG
Enterprise AI agents need governed context, not just vector search: retrieval can find relevant passages, but it does not preserve source boundaries, business meaning, ownership, or usage restrictions. The proposed approach compiles one governed data-product model into multiple representations: graph, Markdown wiki, portable OKF bundle, and compact sidecars such as TOON/GCF. AI readiness depends on connected, trusted context and repeatable operations rather than catalog presence alone.
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