Tag: Consilient

Why $300bn in laundering still slips past bank AML controls

Chinese money laundering networks (CMLNs) are no mystery to the financial crime community, yet the money keeps moving. According to research from Consilient, which recently...

Why static AML models can’t stop AI-driven fraud

In early 2024, a finance employee dialled into what looked like an ordinary video meeting with the CFO and several senior colleagues. In reality,...

Is financial crime entering an AI arms race?

Artificial intelligence is transforming the fight against financial crime. However, it's also giving criminals powerful new tools. As banks, regulators and technology providers race...

9 risk management solutions that should be on your RegTech radar...

Risk management is one of the core foundations of a firm’s compliance workflow. When implemented effectively, risk management helps ensure compliance processes are not...

Sigma360 and Consilient partner on AI-driven pKYC

Sigma360 and Consilient, a pioneer in federated machine learning for financial crime discovery and prevention, have announced a strategic partnership. The collaboration aims to tackle...

pKYC vs periodic reviews: rebuilding EDD for today

Banks don’t struggle with KYC because they cannot access data; the bigger failure is that customer risk stops evolving once the onboarding file is...

How AI is transforming AML—without replacing humans

Artificial intelligence is rapidly altering how financial institutions manage anti-money laundering programmes, but the shift brings a central question into focus: how can banks...

From black box to clarity: AML AI models explained

In the world of anti-money laundering (AML), credibility depends on more than mathematical performance. If models cannot be explained clearly, executives won’t trust them...

Fighting fentanyl flows with federated AML models

Fentanyl is one of the most lethal narcotics in circulation, and the funds that sustain its trade often slip past traditional financial crime controls....

The lesson behind Monzo’s £21m compliance failure

Monzo’s £21m fine by the Financial Conduct Authority (FCA) has become a stark reminder for the banking sector: scale without control is not success....

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