Blog

What do AML/BSA/CTF Regulators think of Machine Learning?

Prior to 2018, regulators resisted recommending the use of Machine Learning (ML) based Artificial Intelligence (AI) for AML compliance. There was a mindset shift in mid 2018 indicating that proceeding with caution in implementing AI approaches for AML is appropriate. Regulators realize the adoption of recent innovation, such as the use of AI-ML and robotic process automation (RPA) techniques, enables AML compliance improvements not otherwise attainable. A risk-based approach to compliance, underpinned by AI/Machine Learning, creates opportunities for governance and process refinement as well as identifying potential untapped revenues. Reliance on box-ticking approaches familiar to users of legacy rules-based compliance systems is no longer sufficient.

Read More

Topics: machine learning, AML/BSA/CFT, regulatory compliance

Should AML Technology Drive Business Process or Vice Versa?

This is a vexing question and it is at the heart of myriad problems with the current approach to AML/BSA processing. Last year, in conversation with a banking regulator, he observed, that "when a bank buys AML software they also buy an AML business process".

Read More

Topics: AML/BSA/CFT, regulatory compliance, FFIEC

A Conversation with California's Commissioner on RegTech

 

Read More

Topics: risk managemen, financial risk, community banking, AML/BSA/CFT, regulatory compliance, ccpa

Subscribe to Email Updates

Recent Posts