Tag: Federated Learning

Banks do not typically fail at KYC because they are short of data. They fail because customer risk too often stops evolving once onboarding...

Across the financial sector, expectations around anti-money laundering are changing rapidly. Banks and regulators are aligned on one point: static rules engines and fragmented...

AI is transforming AML, but one critical challenge persists: transparency. In regulated industries, credibility rests on explainability. If executives can’t understand a model, they...

Fentanyl has become one of the deadliest threats in the global drug trade, killing thousands each year. The flow of money that supports it...

Monzo Bank has been fined £21m by the Financial Conduct Authority (FCA) for serious failings in its financial crime controls, marking the tenth enforcement...

Collaboration in anti-money laundering (AML) has long been a shared ambition across the financial services sector. Credit Reference Agencies already exchange payment data, fraud...

Criminals thrive on inconsistency. In the world of anti-money laundering (AML), gaps in jurisdictional oversight, fragmented reporting frameworks, and variable regulatory standards create opportunities...

Smaller financial institutions are increasingly under pressure to meet the same anti-money laundering (AML) compliance standards as their larger counterparts—yet face considerable structural disadvantages...

In the world of anti-money laundering (AML), outdated practices are exposing institutions to risk. Many banks still process alerts in the order they were...

As financial crime grows more complex and voluminous, traditional AML systems are struggling to keep up. In 2023 alone, financial institutions in the US...