The Agentic Lakehouse: Optiver’s AI Data Stack

AI-driven usage has accelerated sharply in recent months. A significant portion of our users now delegate Databricks work to agents rather than interacting with the platform directly. This shift increases the importance of the foundations beneath.

This session introduces Optiver's Lakehouse AI Stack: a set of MCP servers, skills, and deployment tooling designed to provide agents with the context Databricks does not expose by default. We walk through a representative user journey, highlight where agents fall short today, and describe how each component addresses a specific gap.