Patel is equally clear that CFOs don’t need to become technologists, but they do need sharper questions.
“One of the most important questions a CFO can ask is whether the solution genuinely learns or adapts over time,” Patel says. “If it doesn’t, it may still be valuable, but it shouldn’t be sold as AI.”
AI should enable better or faster decisions, not just prettier dashboards. “If the output doesn’t change behaviour or decision-making, the ROI will always be questionable,” Patel notes.
“Data quality is one of the biggest hidden risks in AI,” he says. “CFOs should be asking where the data comes from, how reliable it is, and who owns its quality.”
Clear checkpoints matter. “AI shouldn’t be an open-ended experiment,” Patel explains. “There need to be defined milestones where the business can say: this is working, this needs adjustment, or this stops.”
In the short term, alignment between the CIO and CFO enables organisations to cut through market noise and avoid hype-driven investments. Instead of chasing ambitious, poorly defined initiatives, businesses can focus on targeted, low risk use cases that demonstrate measurable value early on. This builds internal confidence, establishes credibility across leadership teams, and creates a more disciplined approach to AI investment.
Over the longer term, that same alignment lays the groundwork for stronger data foundations and more confident digital investment decisions. As trust develops between technology and finance functions, AI can move beyond isolated experiments and become embedded as a core business capability supporting smarter decision-making, operational resilience and sustained competitive advantage.
“When CIOs and CFOs are aligned, AI stops being a debate about technology and becomes a discussion about competitive advantage,” Patel says.
AI adoption doesn’t fail because of a lack of tools; it fails because of a lack of shared understanding. “When CFOs have the right questions and CIOs provide the right context, trust follows,” Patel concludes. “That’s when AI solutions get approved, implemented and paid for with confidence.”
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