From Pilots to Production:(How Banks Are Building With AI

2026

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AI-generated summary

1) This report details how banks can move beyond AI pilot programs to full production by focusing on strategic implementation and governance, unlocking significant value without overhauling existing systems.
2)
* Explores five "tractable wedges" for AI implementation, from shadow mode decisioning to AML false positive reduction.
* Provides real-world evidence from financial institutions demonstrating successful AI integration and its impact on efficiency and risk management.
* Emphasizes the critical role of governance and an AI Control Tower in enabling scalable and compliant AI adoption.
3) AI, Banking, Risk Management, Governance, Production

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