You’re measuring AI adoption. You should be measuring AI abandonment

Every CIO can produce an AI adoption dashboard: licenses purchased, seats activated, prompts submitted per week. Boards ask for these numbers, vendors report them and they climb every quarter. What none of them show is whether the tool earned a durable place in anyone’s work. A license counts distribution, not value. An activated seat tells you someone clicked through onboarding once. A prompt cou