Sponsored by: Capgemini | The Foundations for a Million Agents

Every organization can build an agent — almost nobody is ready to manage a million of them. This session lays out what it actually takes, starting with AI Persona definition: how the business delegates to an agent as a team member, not a system. It then breaks apart four disciplines that must scale independently. Integration & Ecosystem spans MCP, Unity Catalog, and the governance of AI through MLflow, grounding agents in trusted data and policy. Development and Discovery use Genie and Databricks Marketplace to build and evolve agents. Business Management, through Mosaic AI and MLflow, drives accountability. AI Resource Management makes IT the HR function for the AI workforce. Underpinning it all is why a streaming Delta Lake architecture is central to an AI future. This is the architecture for a million agents.