Disney is quietly rolling out an AI Adoption Dashboard to its technology staff, offering employees visibility into how much they and their peers are using artificial intelligence tools like Cursor and Claude. According to a report by Business Insider, the dashboard tracks various metrics such as active users, requests made, and tokens consumed. Additionally, it highlights the most active 'power users' in what some staffers describe as a leaderboard.
Tokenmaxxing Culture Emerges
The dashboard has sparked a culture of 'tokenmaxxing', where engineers compete to maximize their AI token usage. As per the BI report, one Disney employee reportedly invoked Claude 460,000 times over nine workdays, averaging 51,000 requests per day. Insiders believe this usage may come from autonomous agents. While managers are encouraging employees to lean into AI, some staffers note that higher usage comes with rising costs. “They’re celebrating it now, but we’ll see how long that lasts,” one streaming tech worker told Business Insider.
Similar Initiatives at Meta and Visa
Disney's experiment follows similar efforts at other companies. Meta employees had built an internal dashboard called Claudeonomics to track token usage, but shut it down earlier this month after it appeared publicly. Visa, meanwhile, has embraced AI adoption by rewarding power users, reporting 1.9 trillion tokens used per month as of March. Visa’s president of technology, Rajat Taneja, told BI that the company is not focused on raw token counts but on measurable results. “It’s about the volume of impact,” he said, noting that Visa has begun rewarding teams who use AI to get work done faster. The company has also introduced internal AI awards, with one team reorganized for using Anthropic’s Claude Sonnet model to ship a new API in under six days. Winners can select prizes ranging from internal points to items like coffee makers.
Disney’s AI Strategy in Flux
The dashboard predates the appointment of Josh D’Amaro as Disney’s CEO in March, but it comes at a pivotal moment. Disney’s high-profile partnership with OpenAI collapsed earlier this year, leaving questions about its AI roadmap. Still, insiders say AI remains a “top priority” for the company, with employees already using tools like Claude, Cursor, and an internal “DisneyGPT” chatbot.
