Insurance Thought Leadership (ITL)

Uncovering Hidden Fraud Networks

Entity resolution, knowledge graphs, and geospatial analytics together dismantle hidden fraud networks across government programs and insurance lines. By linking fragmented records—tax filings, social media, transaction logs—into unified 360‑degree profiles, investigators can spot duplicate registrations, synthetic identities, and collusive entities. Adding relational graphs uncovers ownership ties and transaction flows, while spatial analysis flags improbable geographic clusters. This integrated approach is already exposing childcare subsidy scams, procurement collusion, and staged insurance claims, promising billions in savings.