AML Conversations

In this episode of AML Conversations, host Vesna McCreery sits down with Denisse Rudich - financial crime expert, regulatory advisor, and FCA AI Lab cohort participant - to explore how regulators are stepping up to shape the responsible adoption of AI in financial services. Denisse makes a compelling case that innovation and regulation are not at odds, but deeply intertwined, as she walks through the remarkable ecosystem the FCA has built to stay ahead of a rapidly changing technological landscape.

This week, Elliot Berman and John Byrne break down major global developments shaping financial crime compliance. From AUSTRAC’s latest report on terrorism financing risks in nonprofits to FINTRAC’s role in a major Canadian corruption investigation, the conversation highlights how financial intelligence units continue to prove their value.

They also explore growing international coordination efforts—including AMLA’s push to standardize suspicious transaction reporting across the EU—and key insights from the Wolfsberg Forum on innovation, AI, and information sharing.

On the U.S. front, the discussion turns to regulatory tensions in crypto and prediction markets, new enforcement actions impacting fintech-driven banks, and the ongoing debate around meaningful BSA/AML reform.

Plus, a major Bitcoin ATM operator files for bankruptcy amid tightening regulations, and the episode closes with a thought-provoking look at AI governance—from enterprise strategy to global ethical considerations.

In this episode of AML Conversations, host Elliot Berman sits down with Abhishek Mittal, Executive Vice President and Chief Product & AI Officer at AML RightSource, to explore how artificial intelligence is reshaping the financial crime prevention landscape. Abhishek makes a compelling case that domain experts are more valuable than ever — not despite AI, but because of it — as they become essential architects of the taxonomies, context, and judgment that make AI systems reliable and auditable.

The conversation covers how organizations can effectively blend domain knowledge with AI engineering, why guardrails must be built on a foundation of sound architecture rather than technology alone, and what it really takes to get your data ready for AI. Abhishek also addresses the blurring line between services and software, and closes with a myth-busting take on what AI can and can't do — including why equating large language models with AI itself may be the industry's biggest misconception today.

This week, Elliot Berman and John Byrne unpack a wave of fast-moving developments impacting the financial crime and banking landscape. They begin by reflecting on Barney Frank's legacy and his lasting influence on U.S. financial regulation.
The conversation then turns to a newly issued executive order, Restoring Integrity to America’s Financial System, and what it could mean for financial institutions—from heightened scrutiny around immigration-related risks to potential shifts in crypto access to the Federal Reserve system.
They also examine the latest developments in the Clarity Act, a controversial DOJ “anti-weaponization” fund, new OFAC sanctions targeting global networks, allegations of cartel-linked gold entering the U.S. Mint supply chain, and Interpol’s major cybercrime crackdown across the Middle East and Africa.

This week, Elliot Berman and John Byrne break down a packed slate of AML and financial crime developments shaping the global landscape.

They start in the U.S. with two new FinCEN alerts—one highlighting Iran’s use of front companies, digital assets, and complex corporate structures to evade sanctions, and another warning of heightened human trafficking risks tied to the 2026 FIFA World Cup. The conversation expands into broader trafficking concerns

From there, they unpack the OCC’s latest risk perspective, emphasizing persistent cyber threats, rising fraud sophistication, and mounting pressure on compliance systems amid geopolitical tensions. On Capitol Hill, attention turns to the Clarity Act and its push to build a regulatory framework for cryptocurrencies—alongside mounting concerns from banks and law enforcement about stablecoins, AML enforcement, and investigative visibility.

Internationally, they discuss Canada’s dramatic increase in AML penalties, AUSTRAC’s updated risk outlook and virtual asset focus, Switzerland’s proposed AML rule changes, and The EU’s push toward a unified anti-corruption strategy.