Microsoft Fabric Takes a Leap Forward with Agentic Transformation

At its European conference in Barcelona today, Microsoft unveiled significant updates to its Fabric data analytics platform. These enhancements mark the company’s belief that agentic transformation is now essential for enterprises seeking competitive advantage through AI.

New Capabilities Empowering Data-Driven Innovation

The most notable addition is Fabric Apps, which enables developers to build and deploy complete applications directly within the governed Fabric environment. Leveraging Microsoft’s open-source Rayfin SDK, these apps can handle data connectivity, transactional workloads, complex logic, storage, and secure access—all without requiring container deployments.

“It’s not just about the data itself,” explained Azure Data CTO Amir Netz. “You can build entire applications—web interfaces, business processes, functions—end-to-end in Fabric.” This approach streamlines development while ensuring governance and compliance.

Agentic Data Engineering Takes Center Stage

Microsoft is also introducing advanced agentic data engineering features based on its acquisition of Osmos. These agents can autonomously transform raw data into analytics-ready assets within OneLake, Microsoft’s central data lake—all by defining desired outcomes rather than step-by-step instructions.

Netz emphasized the superior accuracy of these agents: “The results we’re getting with this technology are significantly higher than any other commercially available agentic system, even from leading AI labs.” This allows organizations to automate complex data tasks with greater confidence.

Proactive Operations With Enhanced Observability

The new Monitor Hub provides a unified view of all Fabric components—jobs, capacities, workspaces, and workloads—enabling proactive operations rather than reactive troubleshooting. Integrated AI features help identify root causes and automate responses to issues.

“Observability is essential for both debugging projects and managing them in production,” Netz stated. “It spans both agents and code because agents often call on code, requiring end-to-end visibility.”

Centralized Database Management & Secure Data Sharing

For IT administrators, the Database Hub offers a single control plane for monitoring and governing diverse database systems—including SQL Server, Azure SQL, PostgreSQL, and Cosmos DB.

Additionally, IQ Share allows organizations to securely share data with external partners while maintaining governance controls. This enables collaborative AI initiatives without compromising security or compliance.