AI Is Scaling Faster Than Its Economics

A cross-industry analysis of how companies measure AI ROI — and why adoption, productivity and operational gains so often fail to translate into provable financial return. The report identifies where AI value is measurable, where attribution breaks down, and what executives should demand from every AI business case.

• A cross-industry analysis of how companies measure AI ROI — and why adoption, productivity and operational gains so often fail to translate into provable financial return. The report identifies where AI value is measurable, where attribution breaks down, and what executives should demand from every AI business case.

Companies are spending on AI faster than they can prove the return. This report examines where AI value becomes measurable, where attribution breaks down, and why adoption or productivity gains should not be confused with true ROI.

The full argument, evidence and recommendations continue in the report.