Everyone Bought AI. Almost Nobody Can Prove It Worked.

Financial services has reached 85 to 89% AI adoption, second only to the tech sector. On paper, the industry is winning. But beneath the adoption numbers is a problem almost nobody is discussing: most firms cannot prove what any of their AI returned. A 2026 Bank Director survey found that 82% of banks under $100 billion do not measure ROI on any technology investment at all. S&P Global found that 91% of boards approved AI programs while only 26% had the capability to execute them.