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Microsoft Adds Preview Tool to Migrate Azure Data Factory Pipelines to Fabric

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Microsoft has introduced a built-in preview feature inside Azure Data Factory (ADF) that allows data engineers to migrate ADF pipelines into Fabric Data Factory. The tool, labeled 'Migrate to Fabric (Preview)', is not a one-click migration — it begins with a read-only readiness scan that categorizes pipelines as Ready, Needs Review, Coming Soon, or Not Compatible. Mounting a factory in Fabric creates a snapshot of the ADF structure without copying pipelines or altering the original setup; actual migration only occurs when explicitly triggered. Azure Data Factory has no announced deprecation date and can continue running alongside Fabric during and after the transition. Microsoft recommends that teams starting new pipelines with existing Fabric capacity build directly in Fabric, while those with large ADF estates should plan a phased migration rather than an immediate full rebuild.

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Microsoft Adds Preview Tool to Migrate Azure Data Factory Pipelines to Fabric · ShortSingh