Executive summary

As generative AI makes image manipulation faster and virtually undetectable to the naked eye, insurance fraud is reaching a breaking point. This paper explores the shift from traditional rule-based detection to advanced AI image forensics. By analyzing pixels, metadata, and environmental context, insurers can identify synthetic images and tampered damage in real-time, protecting their loss ratios without sacrificing a seamless customer experience.