How the AI-Native Bank Stops Adding Pilots and Starts Industrializing - with Jeremy Caine of IBM

How the AI-Native Bank Stops Adding Pilots and Starts Industrializing - with Jeremy Caine of IBM

Author: Daniel Faggella May 18, 2026 Duration: 30:36
AI programs in financial services don't fail at the model; they fail at the seam between pilot and production, where data, integration discipline, and ownership decide whether anything reaches scale. In this episode, Jeremy Caine, Technology Strategy and Solution Leader at IBM, unpacks why banks and insurers get stuck in pilot purgatory and what an AI-native future state actually looks like in a regulated environment. The conversation covers a data product strategy that surfaces the data that matters for the use case, the industrialized software delivery lifecycle required to move AI into production, a platform-led architecture built on open foundations and automation, and the operating model shifts senior leaders need to make to convert AI investment into durable business capability.
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Hosted by Daniel Faggella, the AI in Financial Services Podcast cuts through the hype to explore how artificial intelligence is practically applied in banking, insurance, and investing. This isn't a theoretical discussion; it's a grounded conversation for executives and decision-makers who need to understand where real value lies. Every episode features direct interviews with those on the front lines-leaders from major global financial institutions and founders of pioneering AI companies-to dissect what actually drives return on investment. You'll hear candid stories of successful implementations, honest assessments of setbacks, and strategic insights into building a viable AI roadmap without needing a technical background yourself. The focus remains squarely on actionable intelligence: identifying tangible opportunities, formulating a coherent strategy, and ultimately delivering measurable results. By tuning into this podcast, you gain access to a clear-eyed view of an evolving landscape, learning directly from peers who are navigating the same complex challenges of integrating advanced technology into established financial systems.
Author: Language: English Episodes: 100

AI in Financial Services Podcast
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