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Sigma360 and Consilient partner to fight financial crime

Sigma360 and Consilient, a pioneer in federated machine learning for financial crime discovery and prevention, have announced a strategic partnership. The integration addresses a critical...

pKYC vs periodic reviews: the future of EDD

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

Why hybrid human–AI models are redefining AML

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...

Building trust in AML AI with transparency and testing

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...

How federated learning can disrupt fentanyl laundering

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’s FCA penalty shows growth isn’t success without control

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

Inside the push for cross-border AML collaboration

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...

Why smaller FIs are struggling with AML compliance

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...

Smarter AML triage with federated risk scoring

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

How federated AI is transforming legacy AML systems

Ripping out and replacing anti-money laundering (AML) systems is no longer a practical option for most financial institutions. According to Consilient, deeply embedded legacy...
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