The process of augmenting raw transaction or customer data with additional context from internal and external sources to improve the accuracy of risk decisions. In fraud prevention, data enrichment may include appending device intelligence, email reputation, phone number verification, IP geolocation, social media presence, and behavioral signals to a base transaction record.