Signals
Use duplicate codes, impossible travel, abnormal volume, image mismatch and actor history.
Evidence
Preserve the source data, model output and review trail.
Human review
Route high-risk cases to authorised teams with context and clear actions.
Feedback
Use confirmed outcomes to improve rules and models over time.
Next step
Define one measurable use case, establish the baseline and test the operating model before scaling.