Credit unions have been increasingly adopting digital tools and services to interact with members, a trend accelerated by the COVID-19 pandemic. At the same time, an increase in fraudulent activities perpetrated by bad actors are driving credit unions to implement fraud detection solutions. Using the Fraud & Risk Management solutions on AWS, credit unions combat the acceleration of fraud with machine learning that relies upon internal and external data sources to verify identity and authenticate members.