Insurance fraud is a pervasive issue, costing companies billions annually. The integration of machine learning facial recognition technology presents a promising solution to mitigate these risks by ensuring accurate identification and verification of policyholders.   The total cost of non-health insurance fraud is estimated to exceed $40 billion annually, equating to $400 to $700 per