Auto classifcation policy - Sensitivity Lables - SIT - Fabric Delta Tables

Hello BanuMurali,

Automatically apply sensitivity labels is only possible via Inheritance from data sources or downstream inheritance. Refer to: https://learn.microsoft.com/en-us/fabric/governance/protected-sensitivity-labels#how-protected-labels-work-in-fabric-and-power-bi 

https://learn.microsoft.com/en-us/fabric/governance/protected-sensitivity-labels#relaxations-to-accommodate-automatic-labeling-scenarios 

For example, if auto labeling is applied for Azure Synapse Analytics or Azure SQL Database as data sources, the data remains classified when brought into Power BI. Or, say if the Power BI report has the label applied manually, dashboard inherits this applied label automatically.

Hope that clarifies. 

Refer to: Sensitivity label inheritance from data sources in Power BI - Microsoft Fabric | Microsoft Learn

Sensitivity label downstream inheritance in Power BI - Microsoft Fabric | Microsoft Learn

Also refer to: Set or remove sensitivity labels programmatically with admin APIs - Microsoft Fabric | Microsoft Learn if you are looking to programmatically set/remove labels for large volumes of data. 

Hope this helps!

Regards,

PI

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