AgentsThe story, in brief
How I built agent-based security reviews on Databricks
Not a pilot. Databricks deployed AI agents across security reviews—here's the real engineering.
The KeyNews take
Why it matters
A practitioner's walkthrough of agent-based workflow automation in production security ops, showing how agents handle multi-step reasoning and decision-making in a regulated domain.
The key facts
8 to knowAgent-based security review automation deployed at Databricks
Multi-step workflow automation with agent reasoning
Production deployment case study with engineering details
Regulated domain (security) use case for agents
Databricks internal deployment of agent-based security reviews
Multi-step automation replacing partial manual process
Published September 24, 2026
Vendor technical case study (Databricks blog)
Go to the source
Databricksdatabricks.com
Publisher excerpt: We already had automation in parts of our security review process. It was useful,...