Matt Yao is Head of Product at Roe, which builds AI investigation agents for fraud, AML, and compliance teams. His work focuses on a single question: how can risk operations scale investigation quality without scaling headcount? He writes about the operational realities of financial crime work, from alert queues to examiner prep. Learn more at roe-ai.com.