Jul 16, 202610 min read
How Do You Measure AI Adoption? Assessing Work and Value — Not License Counts
License counts show tool activity, not whether work improved. A guide to readiness, employee experience and process outcomes, with the limits of survey-based ROI claims.
AI Adoption
AI ROI
AI Transformation
Change Management
Measurement