The Hallway Track
Product Launches

How Enterprises Govern AI Agents Across Multiple Models

Databricks · Oct 01, 2026 · Product Launches

Databricks launches Unity AI Gateway GA for enterprise multi-model AI governance

“AI management has become one of the top priorities for our clients. Your teams are creating and using more AI than ever before, but governance and transparency of AI usage and spending are lagging behind.”

Databricks announced the general availability of Unity AI Gateway, a single control plane for managing AI agents and models across the enterprise. The product addresses a growing gap between AI adoption and governance, offering access policies, cost controls, and end-to-end visibility across both proprietary and open-source models. This signals that enterprise AI infrastructure is maturing from experimentation toward operational governance at scale.

AI governance enterprise AI Databricks multi-agent AI gateway cost control

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