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One of the things to pursue is identifying AI solutions with specific, smaller business cases. So, solving a specific challenge at lower complexity and lower risk. I feel that working through smaller cases first is where you'll find all the landmines, and find them on a smaller scale, so you can apply those lessons as you take on larger initiatives. It helps to build confidence with regulators and auditors since you’re being cautious and reasonable, rather than diving in headfirst

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Building better AI: a governance framework for finance

March 05, 2026

Financial institutions racing to adopt artificial intelligence risk replicating other organisations' mistakes rather than solving their own problems — that was one of the...