Fintech innovator Kishore Challa introduces a generative AI framework that transforms fraud detection in digital payments. His research details how GANs and neural networks predict anomalies before they occur, building adaptive, transparent, and ethically governed systems that safeguard global transactions while preserving compliance and user trust.