Skip to content
All news
Databricks AIDatabricks Blog·July 15, 2026·Kaan Kuguoglu

Data-Native AI Agents: Why Agents Must Move to Your Data

Summary

AI agents must run directly within your data stack rather than in a separate, external stack to avoid compounding penalties like fragmented governance, high egress costs, and latency. By deploying data-native agents on the Databricks Data Intelligence Platform, enterprises can leverage an integrated stack of Unity Catalog, AI Search, MLflow, Lakebase, and AI Gateway to ship secure, trusted AI features faster.

Summary from the captured archive. Follow the original source for full context.

More from Databricks Blog