Finance has become the most reluctant adopter of AI in the enterprise. According to the State Of AI In Finance 2026 report from CFO Connect, 56% of finance leaders now say their teams use AI, roughly double the adoption rate seen in 2023. Yet despite that growth, finance still ranks last among all major business functions in actual AI deployment, trailing engineering, marketing and customer success by a wide margin.

Only 17% of finance teams report using AI inside their core workflows, and 45% remain stuck in limited pilot mode, running small experiments that never scale into how the function operates day to day.

That gap between rising adoption and lagging deployment isn't a technology problem. Most of the tools finance leaders have already purchased are perfectly capable of doing what CFOs bought them to do. The gap is a people problem, and a growing body of research suggests it's the single biggest variable separating the finance functions getting real value from transformation and the ones still running pilots years after the initial rollout. It's also, in a way, the most predictable failure mode of all. Every earlier stage of a transformation, the operating model redesign, the prioritization discipline, the governance structure, can be planned, funded and reviewed by a relatively small group of senior leaders. Getting hundreds or thousands of individual finance employees to change how they work every day is a fundamentally different kind of problem, and it's the one most transformation programs are least equipped to solve.

Why Human-Centered Transformations Outperform Tech-Centered Ones

Deloitte's research on finance workforce strategy makes that case with a striking statistic: Organizations that took a tech-centric approach to AI adoption, prioritizing the technology itself over the people meant to use it, were 1.6 times more likely to fail to realize their expected return on that investment, compared with organizations that put people at the center of the transformation from the start. Deloitte's broader Human Capital........

© Forbes