Researcher Keerthi Amistapuram introduces a federated learning model that lets insurers jointly detect fraud without sharing private data. Her privacy-preserving, fairness-driven system combines encryption, governance, and ethical AI to foster secure, cross-carrier collaboration—setting a new benchmark for transparent, scalable insurance fraud prevention.