# EP. 115 | Criminals Don't Have Compliance Officers: The AI Arms Race in AML with ComplyAdvantage’s Vatsa Narasimha

Page: https://stenobird.com/podcast/trm-talks-5694853/ep-115-criminals-don-t-have-compliance-officers-the-ai-arms-race-in-aml-with-complyadvantage-s-vatsa-narasimha
Text version: https://stenobird.com/podcast/trm-talks-5694853/ep-115-criminals-don-t-have-compliance-officers-the-ai-arms-race-in-aml-with-complyadvantage-s-vatsa-narasimha.md
Podcast: [TRM Talks](https://stenobird.com/podcast/trm-talks-5694853)
Published: 2026-07-15T16:28:53+00:00
Episode link: https://podcasters.spotify.com/pod/show/trm-talks/episodes/EP--115--Criminals-Dont-Have-Compliance-Officers-The-AI-Arms-Race-in-AML-with-ComplyAdvantages-Vatsa-Narasimha-e3m4ecv
Audio file: https://anchor.fm/s/b8275d2c/podcast/play/122877791/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-15%2F428016103-44100-2-03774177609a5.mp3
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Duration seconds: 2029

## Resource

Criminals have no compliance officers and no regulators looking over their shoulder. That means their barrier to adopting new technology — including AI — is effectively zero. They don't need a tool to work for five years. They need it to work for the next five hours. Vatsa Narasimha, CEO of ComplyAdvantage, has been watching this asymmetry define the fraud landscape for years, and his answer is a platform built to match it. Vatsa joins Ari to talk through what building ComplyAdvantage have taught him about fighting financial crime as a network problem rather than a point-in-time compliance exercise. The conversation covers the industrialization of fraud (synthetic IDs, money mule recruitment at scale, AI-enabled targeting of retirees and immigrant workers), the architecture behind ComplyAdvantage's new Mesh platform, and the case for information sharing as a structural defense against crime networks whose strength lies in their interconnection. TRM focuses on the on-chain world; ComplyAdvantage focuses on the off-chain. Together, Vatsa argues, they cover the full picture.

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## Transcript

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