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Unity AI Gateway Can’t Govern Every Agent: Why Enterprises Need a Vendor-Neutral Control Plane

calendar_today July 23, 2026 person Thiru Subramaniam domain trust3-ai

In Part 1, I talked about how Unity Catalog governs Databricks well but can’t anchor an enterprise that also runs Snowflake, Lake Formation, and Iceberg. This next part explores why Unity AI Gateway can’t govern every agent and why enterprises need a vendor-neutral control plane. The fix was to define policy once and enforce it […] The post Unity AI Gateway Can’t Govern Every Agent: Why Enterprises Need a Vendor-Neutral Control Plane appeared first on Trust3 AI .

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