Unity AI Gateway is Databricks' governance solution for enterprise AI. Built on the foundation of Unity Catalog, it extends governance beyond data and AI assets to the runtime interactions between models, agents, MCP services, skills, and enterprise tools. Available across AI providers, coding agents, agent frameworks, enterprise applications, and custom AI systems, Unity AI Gateway delivers centralized governance, security controls, cost management, and agent monitoring for enterprise AI.

At Data + AI Summit 2026, we're announcing major new innovations across four areas:

AI costs are increasingly fragmented, making it difficult to understand where token costs are occurring and how to optimize them. Today, we're introducing new capabilities in Unity AI Gateway that help organizations gain visibility into AI usage, control costs, and optimize spend across their AI estate.

As organizations scale AI, the number of models, agents, MCP servers, tools, and skills quickly multiplies. Yet most enterprises still govern each of these assets separately, if at all, leading to fragmented systems, inconsistent access policies, and limited visibility into what agents do and how AI systems are being used.