Modern data platform choices now hinge less on “can it store and query data?” and more on how the platform behaves under enterprise pressure. Can analytics teams share the same data without copying it five times? Can BI run at business speed? Can costs stay predictable as usage grows across engineering, reporting, AI and governance workloads? Microsoft Fabric and Snowflake both answer those questions with mature cloud-native designs, but they take different architectural path