Across industries, organizations are increasingly tracking AI usage through dashboards, token utilization and platform engagement metrics. Some of the most visible companies in the world have stood up leaderboards ranking employee AI use; others have tied AI adoption directly to raises and promotions.
The intent is reasonable - leaders want a signal that the investment is landing.
