Graph-Based Fraud Detection: How One Team Stopped a Coordinated Attack on Parametric Insurance

Parametric insurance promises instant payouts without claims adjusters, but naive trigger designs create lucrative fraud opportunities. This case demonstrates why graph-based analysis of coordinated behavior is essential for protecting new insurance products at scale. The shift from individual anomaly detection to network-level threat modeling will likely become the industry standard for fraud prevention in digital financial services.