Glossary term

Value realization

The process of converting an approved AI investment, pilot, or capability into demonstrated and sustained business results.

FinOps guidance frames this as a progression to track deliberately — from concept, through product, to long-term impact — rather than assuming value simply appears once a tool is deployed. Most of the "pilots that stall" pattern this site's Analysis section covers is a value-realization failure: the capability shipped, but nothing tracked it through to a result.