AUDIT TRAIL AND DATA INTEGRITY MANAGEMENT

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[ ] Retrieve Audit Logs: Fetch all entries from the Audit Log data model to identify recent changes.
[ ] Calculate Error Frequency: Aggregate the count of 'Failed' status entries from the Validation Logs data model.
[ ] Identify Variance Threshold: Calculate the difference between current value and the allowed threshold to detect anomalies.
[ ] Flag Anomalous Entry: Update the 'Status' property of the flagged data entry to 'Under Review'.
[ ] Assign Compliance Review: Create a task for the Compliance Officer to manually verify the flagged data.
[ ] Log Incident Report: Create a new entry in the Incident Management data model with the detected discrepancy details.
[ ] Notify Data Owner: Send an email to the data owner regarding the detected integrity breach.
[ ] Generate Integrity Audit Report: Generate a PDF report summarizing all detected anomalies and actions taken during this cycle.
[ ] Alert Security Admin: Send an SMS alert to the System Administrator for high-priority integrity failures.
[ ] Purge Temporary Logs: Delete temporary cache entries from the system logs after the audit process is complete.

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