Databricks Community

Introduction several capabilities that seem to shift Databricks from being primarily a data platform to becoming an AI operating system—Genie One, Agent Bricks, AI Gateway, Lakebase Search, and business semantics.Do you see the future enterprise arch...

Databricks introduced several governance capabilities for the agentic era, including Unity Catalog Business Semantics, AI Gateway, and agent-ready governance.My question is:In a large enterprise with 20+ business domains, how are you governing:Agent ...

it seems Databricks is moving from traditional RAG pipelines toward agent-native architectures with Lakebase Search, Genie Agents, MCP integration, and semantic business context.For teams building enterprise GenAI applications today:Are you still bui...

What is the recommended governance strategy for Databricks Vector Search in an enterprise Unified Data Platform (UDP) where structured and unstructured data from multiple business domains (Sales, Marketing.) is ingested into a common analytics platfo...