Is Fabric defensible for regulatory workloads?
Microsoft Fabric inherits Azure's regulatory posture (FedRAMP High, FFIEC alignment, SOC 2). The platform itself is defensible. The governance and operational design on top is where the work lives.
Microsoft Fabric for Financial Services
Microsoft Fabric consulting for financial services firms. Senior-led, fixed-price engagements with industry-specific use cases.
Frequently asked questions
How does Fabric compare to Snowflake for banks?
Snowflake has deeper financial services presence today, especially for trading and risk workloads where Iceberg interop matters. Fabric wins for Microsoft-stack-aligned banks where Power BI is already the analytical surface.
What are the Fabric capacity costs at bank scale?
Most banks land at F128 or F256 ($16,800 to $33,600 per month reserved) for the first 4-8 production workloads. Scaling beyond that depends on workload concurrency and Direct Lake cache pressure.
Should we migrate from Synapse to Fabric?
Microsoft has signaled the long-term direction is Fabric, and Power BI Premium per Capacity (P-skus) is being deprecated through 2026 in favor of F-skus. For organizations on Synapse and Power BI Premium, the migration is mostly a when-not-if question. See [Microsoft Fabric consulting](/insights/microsoft-fabric-consulting-2026).
How does Fabric compare to Snowflake or Databricks?
Fabric wins for Microsoft-stack-aligned organizations where Power BI is the analytical surface. Snowflake and Databricks win for organizations with cross-vendor tooling or specific platform-native AI requirements. See [Snowflake vs Databricks AI workloads](/insights/snowflake-vs-databricks-ai-workloads-2026).
, and the data and AI work we ship is designed to hold up under their review.