Hanlin Sun

High-quality Genie Agents (formerly known as Genie Spaces) are built on a foundation of clear metadata, curated semantics, and continuous iteration. New capabilities make it faster than ever to bootstrap and develop Genie Agents. In this session, we'll show how to design, refine, and scale Genie Agents that consistently deliver accurate, trusted results. Topics include: - Using Unity Catalog Business Semantics (Metric Views) improve accuracy and consistency from the start - Leveraging Genie Code and knowledge mining to automate space setup - How to define metadata and context in the Genie knowledge store - How to use evaluation and Benchmarks to measure accuracy and guide improvements - Best practices for monitoring and optimizing Genie Agents at scale

Genie Agents (fka Genie Spaces) delivers trusted conversational analytics—and now it can reach your users wherever your they work. With Genie Agents, users can now talk to their data directly from the tools they already use: Teams, Slack, Confluence, or custom web apps. Whether you’re using our native Copilot Studio/Foundry integrations or building with the Genie Conversation APIs/SDK, Genie can now bring natural-language analytics into everyday workflows. In this session, we’ll show how to build and deploy Genie-powered experiences across your organization: - Build custom conversational apps using Genie Conversation APIs and MCP - Leverage native integrations with Teams and Slack, and extend into Microsoft Power Platform and Copilot Studio - Apply best practices for secure, scalable, and governed integrations

Unlock Genie's full potential with best practices for curating, deploying and monitoring Genie spaces at scale. This session offers a deep dive into the latest enhancements and provides practical guidance on designing high-quality spaces, streamlining deployment workflows and implementing robust monitoring to ensure accuracy and performance in production. Ideal for teams aiming to scale conversational analytics, you’ll leave with actionable strategies to keep your Genie spaces efficient, reliable and aligned with business outcomes.

Transform your AI/BI Genie into a text-to-SQL powerhouse using the Genie Conversation APIs. This session explores how Genie functions as an intelligent agent, translating natural language queries into SQL to accelerate insights and enhance self-service analytics. You'll learn practical techniques for configuring agents, optimizing queries and handling errors — ensuring Genie delivers accurate, relevant responses in real time. A must-attend for teams looking to level up their AI/BI capabilities and deliver smarter analytics experiences.