56% of CEOs Can't Prove AI Works. Here's the Fix.
OpenAI CFO Sarah Friar published a four-question AI ROI framework — 'Useful Intelligence per Dollar' — as enterprise AI spending hits $2.59 trillion with 72% of investments destroying value through waste. The scorecard demands enterprises stop measuring tokens consumed and start measuring work accomplished. Enterprise AI ROI calculator, cost-per-successful-task measurement framework, and AI investment maturity assessment inside.
July 18, 2026