Plainsight

How to Deploy and Configure 12 Microsoft Fabric Capacities in a matter of hours

Written by David Loos

THE CHALLENGE

  • Deploy 12 Fabric Capacities

  • Across 4 business Units

  • With a dev, tst & prd capacity

  • With a Bronze, Silver, Gold & Control workspace for every capacity

  • Including Access rights for Data platform & data engineers

?? The Accelerator: Fabric Foundation

Instead of manually provisioning everything, we turned to Fabric Foundation an accelerator developed by Plainsight.

Fabric Foundation provides:

  • Infrastructure-as-Code templates (infra)

  • Reference solutions for structured data zones (solution)

  • A comprehensive wiki for documentation and governance standards

It integrates natively with Azure, Microsoft Entra, and the Fabric control model to deliver a repeatable and governed setup for Microsoft Fabric.

?? How We Did It

Using Fabric Foundation, you are able to:

  1. Automate resource group provisioning per BU and environment (e.g., rg-dataplat-bu1-dev)

  2. Deploy Fabric capacities (afcbu) linked to their designated environments

  3. Generate 4 core workspaces per capacity:

    • Bronze: Raw data

    • Silver: Cleaned & transformed

    • Gold: Business-ready

    • Control Center: Monitoring & admin

  4. Assign role-based access via predefined Azure AD groups, ensuring least privilege by default

The result: A clean, scalable, and governed multi-BU Fabric implementation.

?? Lessons Learned

  • Structure pays off: Having a strict dev/tst/prd separation avoids messy overlaps between test and production pipelines.

  • Governance is key: With access roles defined up front, we prevented shadow IT and inconsistent permissions.

  • Automation wins: Deploying this manually would have taken weeks. With Fabric Foundation, we cut that time drastically.

? Final Thoughts

Deploying & configuring Microsoft Fabric at scale doesn't have to be chaos. With the right blueprint and tooling, it's completely possible to go from zero to governed, scalable, multi-environment Fabric in a matter of months, weeks, days, hours.

If you're planning a similar rollout, check out Fabric Foundation. It's open, flexible, and battle-tested.

Interested in the full script or implementation advice ?? david.loos@plainsight.pro

Want to implement this in your workflow, too?

David Loos

David Loos

David is co-founder of Plainsight and has been in data and analytics for well over fifteen years. He's held every role from developer to program manager, and has led data strategy and architecture for organizations like Delhaize, VDAB, Fluvius, and Barco. He completed Vlerick's Advanced Management Programme, which says as much about how he thinks about business as it does about data.

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