Tag: Consilient
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....
Why AML cooperation depends on shared infrastructure
Cross-border money laundering thrives where rules diverge. Criminals exploit the inconsistencies in supervision, disclosure, and enforcement across jurisdictions, flowing funds through loosely monitored entities,...
Compliance costs mount for small financial firms
Smaller financial institutions are facing mounting structural challenges in meeting anti-money laundering (AML) requirements, despite being held to the same regulatory standards as their...
How machine learning boosts AML efficiency
As financial crime grows more complex and voluminous, traditional AML systems are struggling to keep up. In 2023 alone, financial institutions in the US...
Why financial institutions are turning to AML overlays, not replacements
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...
How transaction monitoring is being transformed by false positive reduction
In the rapidly evolving financial security world, transaction monitoring stands as a critical defence against fraud and illicit activity. However, the persistent challenge of...
How federated learning and ML are transforming customer risk ratings
Customer Risk Ratings (CRRs) have long been integral to anti-money laundering and counter-terrorist financing (AML/CFT) frameworks.
According to Consilient, despite their importance, many financial institutions...
Consilient unveils Correspondent Banking Federated Machine Learning Model to combat financial...
Consilient has introduced a product tailored to transform the field of correspondent banking, a key component in global trade and cross-border payments. The inception of...










