https://community.databricks.com/t5/data-engineering/are-enterprises-moving-from-quot-data-lakehouse-quot-to-quot/m-p/163205#M55111 <P class="">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.</P><P class="">Do you see the future enterprise architecture evolving from:</P><P><STRONG>Data Sources → Lakehouse → BI</STRONG></P><P>to</P><P><STRONG>Data Sources → Lakehouse → Agents → Business Users</STRONG></P><P>If you're already building production AI solutions on Databricks, what architectural changes are you making after these announcements?</P><P>I'd love to hear perspectives from architects, platform engineers, and the Databricks product team.</P> Thu, 16 Jul 2026 15:39:59 GMT Bitrip007 2026-07-16T15:39:59Z https://community.databricks.com/t5/data-engineering/are-enterprises-moving-from-quot-data-lakehouse-quot-to-quot/m-p/163205#M55111 <P class="">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.</P><P class="">Do you see the future enterprise architecture evolving from:</P><P><STRONG>Data Sources → Lakehouse → BI</STRONG></P><P>to</P><P><STRONG>Data Sources → Lakehouse → Agents → Business Users</STRONG></P><P>If you're already building production AI solutions on Databricks, what architectural changes are you making after these announcements?</P><P>I'd love to hear perspectives from architects, platform engineers, and the Databricks product team.</P> Thu, 16 Jul 2026 15:39:59 GMT https://community.databricks.com/t5/data-engineering/are-enterprises-moving-from-quot-data-lakehouse-quot-to-quot/m-p/163205#M55111 Bitrip007 2026-07-16T15:39:59Z https://community.databricks.com/t5/data-engineering/are-enterprises-moving-from-quot-data-lakehouse-quot-to-quot/m-p/164087#M55228 <P>Yes its true. I work in an AdTech and MarTech company where we serve customers with rich AdTech use cases like Campaign Optimization, Creative Performance, AdOps etc.,&nbsp;</P><P>In the recent past we have seen multiple use cases with several customers asking for Agentic AI Solutions.</P> Sat, 25 Jul 2026 13:20:49 GMT https://community.databricks.com/t5/data-engineering/are-enterprises-moving-from-quot-data-lakehouse-quot-to-quot/m-p/164087#M55228 suryaprayaga 2026-07-25T13:20:49Z