A central hub of Azure cloud migration services and tools to discover, assess, and migrate workloads to the cloud.
Hello Sebastian Pandimattam Pathrose (MINDTREE LIMITED)
Thank you for reaching out to the Microsoft Q&A forum.
There isn’t any announced cut-off date for moving your Azure Data Factory (ADF) pipelines over to Fabric. You can keep building and running ADF pipelines side-by-side with Fabric Data Factory, and there’s no “hard stop” (for example, July 2026) on creating new pipelines in ADF.
When you’re ready to migrate, Microsoft provides a variety of guidance and tools—everything from automatic/mount-in-Fabric migration, PowerShell conversion modules, manual “rebuild in Fabric” patterns, partner solutions, and best-practice checklists. You can plan and execute your move at your own pace; just follow the migration guides below to understand feature parity, scheduling, identity changes, and test/validation strategies.
Reference list
• Migration planning for Azure Data Factory to Fabric Data Factory https://learn.microsoft.com/fabric/data-factory/migrate-planning-azure-data-factory?wt.mc_id=knowledgesearch_inproduct_azure-cxp-community-insider
• Migration best practices for Azure Data Factory to Fabric Data Factory https://learn.microsoft.com/fabric/data-factory/migration-best-practices?wt.mc_id=knowledgesearch_inproduct_azure-cxp-community-insider#azure-marketplace-partner-offerings
• Upgrade your ADF pipelines to Fabric Data Factory (FAQ) https://learn.microsoft.com/azure/data-factory/how-to-upgrade-your-azure-data-factory-pipelines-to-fabric-data-factory?wt.mc_id=knowledgesearch_inproduct_azure-cxp-community-insider#faq
• Connector upgrade guidance (V1→V2 connectors in ADF) https://learn.microsoft.com/azure/data-factory/connector-upgrade-guidance