AI Trends in Financial Crime Prevention with Abhishek Mittal

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.