Why Siloed Fraud and AML Systems Are Failing Financial Institutions - with Debjit Saha of MoneyGram
Mon Jan 26 2026
Today's guest is Debjit Saha, VP of Engineering & Product for Risk & Compliance at MoneyGram. Debjit focuses on building data- and AI-driven controls for fraud, compliance, and payments decisioning. Debjit joins Emerj Editorial Director Matthew DeMello to explore how financial institutions can unify fraud, AML, and sanctions data amid rising costs, regulatory scrutiny, and sophisticated threats. Debjit also highlights practical steps for enterprise leaders: standardize tooling to bridge silos, shift to model-based detection to reduce false positives, and implement tiered human-in-the-loop controls for greater compliance efficiency. Want to share your AI adoption story with executive peers? Click emerj.com/e2 for more information and to be a potential future guest on Emerj's flagship 'AI in Business' podcast!
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Today's guest is Debjit Saha, VP of Engineering & Product for Risk & Compliance at MoneyGram. Debjit focuses on building data- and AI-driven controls for fraud, compliance, and payments decisioning. Debjit joins Emerj Editorial Director Matthew DeMello to explore how financial institutions can unify fraud, AML, and sanctions data amid rising costs, regulatory scrutiny, and sophisticated threats. Debjit also highlights practical steps for enterprise leaders: standardize tooling to bridge silos, shift to model-based detection to reduce false positives, and implement tiered human-in-the-loop controls for greater compliance efficiency. Want to share your AI adoption story with executive peers? Click emerj.com/e2 for more information and to be a potential future guest on Emerj's flagship 'AI in Business' podcast!