How do I analyze transaction logs to prove to Microsoft SAM auditors that users assigned to specific roles never consume higher-tier operations?

How do I analyze transaction logs to prove to Microsoft SAM auditors that users assigned to specific roles never consume higher-tier operations?
@Huma Selot CU200816...
microsoft SAM auditors evaluate compliance based on role assignment — if a user holds a role tied to an Operations-tier privilege they assume that license is required regardless of actual usage. To build an audit defense you need to prove actual system behavior using three data sources:
1. Power Platform Admin Center — User License Consumption Report
Microsoft's own telemetry maps security role privileges to required license tiers across your tenant. Pull this report first — it shows exactly where role entitlements mismatch actual license assignments in Microsoft's own system. This is your strongest starting point because it is Microsoft's data not yours.
2. User Security Governance Workspace (Platform Update 10.0.44+)
The License Usage Summary report shows privilege-level mapping between roles and license types — and critically shows which specific entry points are causing a role to escalate to Operations tier. This lets you prove to the auditor whether the high-tier requirement is a false positive from an inherited privilege the user never uses.
3. SysDatabaseLog and Application Insights telemetry
Extract transaction logs showing actual menu item executions by user ID over a 12-month rolling period. If a user assigned an Operations role never once executed a high-tier action — never posted a GL journal, never confirmed a purchase order — the log proves they operated within Activity or Team Member boundaries the entire time.
The strongest defense combines all three — but the real fix is architectural:
Strip the Operations-tier privilege from the role entirely. Once the role is cleaned up in Security Configuration or Visual Studio the required license tier drops automatically in Microsoft's telemetry within 2-8 hours — and now you have no argument to make because the role no longer triggers the higher tier.
Present the auditor two artifacts: the User License Summary Report showing your current configuration, and the telemetry logs showing historical actual usage. Together they make an unassailable case.
If it helps mark as answered.