Suresh Kaudi

What does it take to go from multiple separate Genie spaces to a single agent that can coordinate across them all? How do you ensure they reference context from your unstructured data, pull up relevant BI reports, and loop in downstream reporting agents? In this breakout session, we’ll share how the World Bank built a multi-agent system that coordinates Genie spaces, document retrieval, and downstream reporting behind a single interface. What we'll cover: - Orchestrator architecture: Designing a LangGraph-based orchestrator that routes natural-language questions to the right domain Genie, decomposes multi-step queries, and synthesizes unified answers. - Consistency through the metrics layer: Introducing metrics-grounded Genie spaces to reduce answer variability. - Bridging structured and unstructured data: Combining Genie's structured query capabilities with a RAG-powered agent for document retrieval and an auto-visualization agent that can show users plots and surface relevant BI reports.

Government leaders overwhelmingly recognize the potential benefits of AI as critical to long-term strategic goals of efficiency, but implementation challenges and security concerns could be obstacles to success.

The Databricks Lakehouse for Public Sector is the only enterprise data platform that allows you to leverage all your data, from any source, on any workload to always offer better citizen services/warfighter support/student success with the best outcomes, at the lowest cost, with the greatest investment protection.