This uncertainty opens the door for fraud and creates new, unforeseen risks that weren’t visible even a few months prior. Your internal data can only show you what you know. Upgrading your visibility and detecting fraud with machine learning using better risk models requires looking to external data — a process that traditionally takes months you don’t have to spare.