Disney employees are using an AI dashboard to track who's 'tokenmaxxing'
THE SO WHAT
An internal “AI Adoption Dashboard” that tracks individual token usage — including one Claude user hitting ~460,000 calls in nine days — turns AI from a vague initiative into a measurable behavior change. If you’re rolling out AI org-wide, instrument usage at this granularity or accept that your adoption story is vibes, not data.
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AI is compounding existing power structures — the people with the most leverage and pay are the ones scaling themselves further with these tools. If you’re not explicitly pushing AI into frontline and mid-tier roles, you’re hardwiring wider pay and gender gaps into your org over the next 12–24 months.
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