From Pilots to Production: How Banks are Building With AI

Most banks recognize AI's transformative potential but remain stuck in "pilot purgatory" — running isolated experiments that never scale. This eBook provides a practical roadmap for moving beyond proofs of concept, showing how banks can capture 70–80% of AI's value by layering modern decisioning infrastructure on top of legacy systems rather than pursuing risky rip-and-replace transformations.

What you'll find inside:

  • Five "tractable wedges" — including shadow mode decisioning and analyst-assist agents — that let banks prove AI value with minimal risk

  • Real-world case studies from MoneyGram, SoFi, TransPecos Banks, and others showing measurable results

  • A governance framework for deploying AI under regulatory scrutiny, including the AI Control Tower model

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