Microsoft Fabric has been everywhere since its preview in 2023. From the rapid growth of features to rapid adoption, what began as a unified data platform is now a full-stack ecosystem. For an experienced Power BI user, Fabric will be both familiar and upgraded, even complex at that. The learning curve is steep but justified by the payoff. BI teams are enabled to move beyond dashboards to orchestration, governance, and scalability of analytics. Business intelligence in Fabric is not just about mastering a single tool anymore, it is about mastering a suite of interconnected tools and technologies. From Delta Lake architecture and OneLake semantics to streaming pipelines, SQL endpoints, and choosing between DirectLake/Import modes, the landscape demands fluency across the entire platform. In this article, we are going to explore how Fabric’s AI agents ecosystem works in practice by primarily focusing on the following topics: