AI ROI is often overstated when organizations count adoption or usefulness as proof of economic impact without showing how value is actually realized in operating results.
Glossary entry
AI ROI
The return created by AI initiatives relative to the cost of building, operating, and governing them.
Why it matters
AI ROI matters because leaders need a credible way to judge whether AI spending is translating into measurable gains in efficiency, revenue, risk reduction, or strategic capability.
Where this term comes up
- What CFOs Should Ask of AI ROI ClaimsGuide · 14 min
- A Proof of Concept That Proves the Technology Has Proved Almost NothingGuide · 7 min
- What Boards and Audit Committees Should Actually Ask About AIGuide · 10 min
- Evidence Review, Q3 2026Evidence · 4 min
- FinOps for AI Is Necessary, Not Sufficient: Where AI Value Management Takes OverEssay · 17 min
