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Anton
Hinel
VP, Machine Learning Research
American Express
Anton Hinel is VP of Machine Learning Research at American Express, where he leads frontier AI research on sequence-based models for transaction and event-stream data across 150 million+ credit cards. He has spent over 8 years at Amex progressing from credit risk management into machine learning leadership, holds multiple patents in neural network modeling, and previously worked in credit risk analytics at Capital One and Barclays. Anton also serves as a Trustee at Hospital Rooms, a charity that commissions contemporary artists to transform NHS mental health facilities.
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01 December 2026 12:30 - 13:00
Panel | From AI adoption to driving measurable enterprise value: Scaling what actually works
As enterprises move beyond AI experimentation, the focus is shifting from adoption to measurable business impact. This panel brings together AI leaders to unpack what separates initiatives that scale from those that stall - from identifying the right use cases and proving ROI to building the infrastructure, operating models and governance needed for production. Expect a practical discussion on where AI is delivering value today, what teams are learning from failed deployments, and how leaders are deciding what to scale, rethink or stop.