Andrew Davies has spent more than three decades fighting financial crime, starting with sanctions screening tools for central banks in the mid-1990s and arriving at ComplyAdvantage after nearly 16 years at Fiserv. He sits at the center of one of the most consequential questions in financial services: can we finally move the needle on financial crime detection after decades of catching less than 2% of what's laundered globally?
ComplyAdvantage serves more than 3,000 enterprises across 75 countries with its AI-native Mesh platform. If you want to learn more about the founding story and their early days, check out my podcast with founder Charlie Delingpole from 2019.
What We Covered
Why the industry has historically caught less than 2% of money laundered globally
How the money laundering economy ranks as the world's third largest at an estimated $5.6 trillion
The evolution from sanctions screening to FRAML to multi-dimensional financial crime risk
The Mesh platform and what a unified financial crime system means for compliance teams
Cassie, the agentic AI analyst automating customer screening investigations
How 90% of compliance work was historically spent chasing false positives
Real-time payments compliance and the risk-based approach to payment screening
The SEPA Instant Payments challenge and batch screening against the EU journal
Stablecoins, unhosted wallets, and the compliance infrastructure gap
FATF's finding that stablecoins represent 84% of illicit crypto transaction volume
Data sharing consortiums as the next inflection point in fighting financial crime
The network problem at the heart of money laundering and terrorist financing
Key Takeaways
The money laundering economy is estimated at $5.6 trillion, making it the third largest in the world, above Germany, yet we detect less than 2%. Agentic AI tools like Cassie are designed to eliminate false positives so human analysts only work cases that genuinely warrant their expertise. Data sharing consortiums, where organizations contribute to shared detection models, represent the most promising path to materially improving financial crime outcomes. Stablecoins create real compliance risk at the unhosted wallet layer, the Bank of England has floated a ban, while the US is unlikely to go that route, leaving a gap.
About Andrew Davies
Andrew Davies is the Global Head of Financial Crime Compliance Strategy at ComplyAdvantage. He began his career in the mid-1990s building sanctions screening tools for central banks and large financial institutions, and spent nearly 16 years at Fiserv in their financial crime division before joining ComplyAdvantage.
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