Consilient is the first company to deploy Federated Machine Learning (FML) in the financial crimes and compliance (FCC) space, successfully proving ML works better than incumbent rules-based tools at anti-money laundering and countering the financing of terrorism, and FML enables ML models which exceed the performance of models built at one bank.