When AI value gets reported as "hours saved," it dies in the budget review. Time saved is real, but on its own it reads as soft. The 5 Dimensions of AI ROI give you a fuller, more defensible case.
The five dimensions are cost, speed, quality, risk, and experience. A screening agent might save modest cost, but cut time-to-fill in half, improve consistency, reduce compliance exposure, and raise candidate satisfaction. Report one dimension and it looks marginal. Report five and it looks like a decision.
The discipline is to name the dimension before you build, instrument it during the pilot, and report it in the unit each stakeholder cares about. That is how AI work survives contact with finance.
Look beyond cost savings and measure across five dimensions: cost, speed, quality, risk, and experience. Name the dimension before you build, instrument it during the pilot, and report it in the unit each stakeholder cares about.
Cost, speed, quality, risk, and experience. Reporting only one dimension makes AI look marginal; reporting all five makes it a decision a CFO can sign off.
