Feedzai

San Mateo, ca

Marries machine-learning-based analysis of unstructured data such as emails and customer service calls with structured data from transactions to spot credit card and payment fraud.

Bona Fides: Users include Capital One, First Data and Citibank

Funding: $82 million; latest valuation of $575 million