Organizations are investing heavily in AI. Yet a recurring question continues to appear: How do we measure whether AI is actually creating value? Organizations can often measure adoption. They know how many employees are using a tool. How many licenses have been deployed. How many tasks have been automated. How frequently particular capabilities are being accessed. Some can estimate hours saved. But translating those measures into organizational value is proving more difficul