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Seeing the Scam. Stopping the Scam. Behavioral Detection, Decisioning, and Real-World Interventions This session moves beyond scam education and benchmarking into real-time decision-making. Through a short interactive scenario, we’ll examine how behavioral detection and decision orchestration work together — and where the handoffs fail. Scam prevention is no longer just about spotting suspicious transactions. It requires recognizing when a customer is being manipulated — and knowing how to respond in the moment. This NYPAY virtual session explores scam prevention as a two-part discipline: behavioral detection and decisioning. Panelists will examine how AI-driven behavioral signals reveal coercion and intent in real time, and how decisioning platforms translate those insights into practical interventions — from friction and step-up to customer outreach and human review. Grounded in real scam scenarios, the discussion focuses on handoffs, not overlap: where detection ends, where decisioning begins, and how institutions can design layered defenses that stop scams without unnecessary friction or one-tool thinking. Moderator: Lee Kyriacou - Partner, PayGility Advisors / lee-kyriacou-8aa4971b Speakers: Amanda Balmer - Director, Financial Crimes Risk Management, PSECU / amanda-balmer-6b93b5148 Uri Rivner - Co-Founder & CEO, Refine Intelligence https://www.linkedin.com/in/uri-rivne... Peter Tapling - Payments Strategist & Advisor / ptap Cihat Fitzgerald - Chief Risk Officer, Ballerine / cihatfitzgerald