Fraud is no longer limited to staged accidents or inflated repair bills. Today, AI deepfake detection tools for insurance have become essential because fraudsters can generate highly convincing digital evidence in minutes. From manipulated accident photos to entirely fabricated video walkthroughs, the sophistication has reached a point where human review alone is no longer reliable.