After the Demo: When AI Stops Impressing and Starts Mattering

After the Demo: When AI Stops Impressing and Starts Mattering

From Breaking Banks by Breaking Banks - The #1 Global Fintech Podcast

April 9, 2026 · 39 min

About this episode

The episode discusses the current state of AI in business and its potential impact on commercial outcomes.

In This Episode Have we reached the point where AI is beginning to matter in a commercial sense or are we still in the ‘figuring it out’ stage and it’s not driving outcomes yet? In this episode host Jason Henrichs is joined by Prashant Mehrotra, Chief AI Officer at U.S. Bank, and John Sun, Co-Founder and CEO of Spring Labs, for a deep dive into the frontier that is AI. Listen as these executives share insights on AI as a transformational force, not just one part of the organization. Everyone needs to be brought along on the journey which requires evangelization, education, building, and execution as one. Best techs just exist, it should not feel like you are doing AI, you should just be doing your work — a state where intelligence is embedded and is everywhere. The trio also explore the importance of balancing innovation with responsibility, and using AI thoughtfully. AI is complex, and organizations need to know where best to use it. There’s no need to overengineer every single solution. Generative AI costs every time you use it and human oversight remains essential, particularly in highly regulated environments. As we search for efficiency and…

People in this episode

Host: Jason Henrichs

Guests: Prashant Mehrotra, John Sun

Topics covered

  • AI
  • business
  • technology
  • innovation
  • responsibility

Keywords

  • AI transformation
  • innovation balance
  • human oversight
  • generative AI
  • commercial AI

Sponsors

U.S. Bank

Mentioned in this episode

Products: U.S. Bank, Spring Labs

Books & works: Hot Takes

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