How to apply sensitivity labels in Power BI - Power BI To apply or change a sensitivity label on a dataset or dataflow: Go to Settings. Select the datasets or dataflows tab, whichever is relevant. Expand the sensitivity labels section and choose the appropriate sensitivity label. Apply the settings. The following two images illustrate these steps on a dataset.