What’s new in Unity AI Gateway: service policies, guardrails, observability, and cost controls for AI agents and MCPs

Unity AI Gateway introduces new enterprise features including service policies, guardrails, observability tools, and cost controls designed to manage and monitor AI agents and Model Context Protocols (MCPs) at scale. These capabilities enable organizations to enforce governance standards, track AI system performance, and control spending on AI workloads. The update addresses key operational needs for deploying AI agents safely and cost-effectively in production environments.

Source: Databricks | 2026-05-19