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This is an expected and supported behavior in Microsoft Purview, and your understanding is correct.
When you delete a policy or rule that was previously capturing events in Activity Explorer, it only stops capturing new events going forward. Any events that were already logged by that policy are not removed and will continue to be available in Activity Explorer for investigation and analysis.
This works because Activity Explorer is powered by the Microsoft 365 unified audit logs. Once an activity is recorded in the audit log, it is stored independently of whether the underlying policy, rule, or sensitivity label still exists. Even if a policy or label is deleted later, historical audit events remain visible until they naturally expire based on your tenant’s audit retention settings.
Microsoft documentation also confirms that when labels or policies are deleted, past events are retained (sometimes showing the GUID instead of the friendly name), which proves the events themselves are not automatically deleted.
Deleting a Purview policy or rule does not delete historical events from Activity Explorer. It only prevents future events from being captured. All previously recorded events remain available for review until the configured audit retention period expires, after which they are automatically purged by the system.
This means there is no data loss, and the customer can continue their analysis using existing Activity Explorer data without concern.
Microsoft Reference Links
- Get started with Activity Explorer (data source and retention behavior) https://learn.microsoft.com/purview/data-classification-activity-explorer
- Activities and events captured in Activity Explorer https://learn.microsoft.com/purview/data-classification-activity-explorer-available-events
- Audit log retention policies and duration https://learn.microsoft.com/purview/audit-log-retention-policies
- Microsoft Q&A confirmation of this exact scenario https://learn.microsoft.com/answers/questions/5860762/purview-activity-explorer
Hope this helps. If you have any follow-up questions, please let me know. I would be happy to help.
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