Why Explainable AI Will Decide the AML Compliance Race

FinTech Global reports on new analysis from Napier AI arguing that the debate in anti-money laundering has moved on from whether AI belongs in financial crime compliance to how it can be governed and explained. According to Napier AI’s Dr Janet Bastiman, whoever sets the first credible framework for explainable AI in AML will in effect give the rest of the world its template.

The analysis groups jurisdictions by regulatory posture. The US, EU and Singapore are described as enthusiastic but working through fragmented rules or AI legislation not written with AML in mind. Australia, Canada and the UAE are described as prioritising auditability and explainability over speed, a caution that may end up producing the toughest global standard.

Napier AI’s conclusion is that firms with compliance-first foundations and traceable, auditable decisions, rather than the most complex models, are best placed to benefit.

Article Credit: https://fintech.global/2026/10/28/why-explainable-ai-will-decide-the-aml-compliance-race/