I – Impact

The Impact dimension evaluates whether AI transformation creates meaningful, defensible and sustained value for the enterprise and its stakeholders. It begins with approved strategic intent, translates that intent into testable outcome chains, evaluates value across multiple dimensions, and builds the economics, measurement and decision discipline