This document discusses challenges and solutions related to payment data and fraud prevention. It addresses linking silos and normalizing payment data from different systems. It also touches on identifying and implementing best practices for fraud prevention and compliance. The proposed solutions include using pattern-based intelligence, customer profiling, advanced algorithms and predictive analytics to help address these issues.