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IndustriesDatabricks Blog·September 3, 2026·Srikanth Mandalapu

Governance beyond security: knowledge, context & ontology on the lakehouse

Summary

Existing governance artifacts like classification tags, data contracts, and lineage provide the semantic foundation needed to run catalog-centered AI agent lifecycles directly within Unity Catalog. Anchoring this business context in catalog metadata keeps production PHI within governed boundaries while allowing cheaper models to deliver trusted results.

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