Data programmes stall on the platform question more than any other: Fabric or Databricks, and who in the room can answer it without a vendor incentive. This page exists to settle it properly. The right choice depends on your workloads, your existing Microsoft investment and your long-term architecture goals, and we help you make that call on evidence rather than instinct, because we design, build and run production estates on both platforms every week.
As a Fabric Featured Partner, Fabric Databases Featured Partner and Real-Time Intelligence Featured Partner, one of approximately 30 partners globally holding all three designations, Synapx brings unusual depth on the Fabric platform. Our Databricks practice covers lakehouse architecture, Unity Catalog governance and ML workload optimisation.
Two platforms does not mean two silos. OneLake mirroring lets Fabric serve Power BI analytics directly from the Delta tables a Databricks estate maintains, so plenty of our clients run both without copying data twice. And where your current answer is Azure Synapse, Azure SQL or an on-premises SQL Server warehouse, we will keep it healthy and governed until a migration genuinely earns its business case. Platform loyalty is for vendors; our loyalty is to the workload.
Every platform build lands with the same non-negotiables: infrastructure as code, CI/CD from the first commit, Purview governance, cost management designed in (our Xscale accelerator cut Mount Anvil's Fabric costs by 80%), and documentation your team can actually run the platform from.
The platform is also the foundation everything else in your Microsoft estate stands on. Copilot answers are only as good as the governed data beneath them, AI agents need curated domains to ground on, and Power BI is only trusted when the numbers reconcile. Build the platform properly once, and every later initiative starts faster and argues less.