You’re Measuring AI ROI Wrong: Track Leading Indicators Instead

Cost savings is a lagging indicator. By the time the numbers confirm your AI investment, the window to act has already closed. Here is what to measure instead.

The 5.5% Problem: Why AI Spend Doesn’t Show Up in Profits

Enterprise AI adoption is wide but value capture is narrow. Only a small share of organizations report AI contributing meaningfully to operating profits. Here are three patterns that distinguish those who do.