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FabCon Vienna: Graph in Fabric enters public preview

At FabCon Vienna, Microsoft put a native graph store with GQL queries into public preview, released a developer Fabric MCP and extended data agents to all mirrored databases.

The European Fabric Community Conference opened in Vienna on September 16, 2025.

What was announced

  1. Graph in Fabric, in public preview. A native graph store that runs GQL queries over data in OneLake. Regional rollout starts October 1.
  2. Fabric MCP, in preview, aimed at developers, for generating code and authoring Fabric items.
  3. Data agents on all mirrored databases, so a data agent can answer from data mirrored into Fabric from other systems.
  4. CI/CD for data agents, so they can move through development, test and production like other Fabric items.
  5. OneLake security reaches full preview.

Why it matters

A graph store is a big step for questions that are really about relationships: which suppliers feed which plants, which customers share an account manager, how a delay at one site spreads. Tables can answer those, but the queries get long and fragile.

A graph is a way to store connections. It does not decide what the connections mean. Someone still has to say that a "supplies" link between a vendor and a plant is the contract relationship and not a one-time purchase. CI/CD for data agents points the same way: the instructions and definitions behind an agent are now treated as something to version and review, which is where they belong.

Sources

  1. FabCon Vienna: build data-rich agents on an enterprise-ready foundation (Microsoft Fabric Blog)

See it on your own data

Together we pick one business area, the one where a wrong answer costs the most. Two weeks later you can ask a real question and check the answer.