What this integration does
The Databricks integration brings Mosaic AI model serving endpoints, agents, AI Gateway settings and Unity Catalog models into your AI inventory. Security and data teams get a shared view of what is running in a workspace, which helps governance keep pace with the people building on the platform.
Benefits
Use cases
Reviewing credit models
A bank's model risk team wants a clear list of what its data scientists are serving. It sees serving endpoints and Unity Catalog models in one inventory, which helps reviewers focus on the credit models that matter most to the business.
Governing operations agents
A grid operator's engineers are building agents on Databricks to support operations. Its security team sees those agents and their AI Gateway settings in one view, which helps it talk with builders about how each endpoint is governed.
Sizing agent use across teams
A retailer has several teams building agents for pricing and merchandising on Databricks. Its data governance lead sees which agents and serving endpoints exist, which helps the business understand how far this work has spread and who is behind it.
Coverage is confirmed for your environment during onboarding. Product names belong to their owners and are used only to describe a technical connection.