Companies scramble to stop employees from maxing out AI budgets on trivial tasks
Following an initial push to maximize AI usage, companies are now implementing token rationing as they realize the high costs yield little return, with Accenture reportedly trying to prevent employees from using AI for simple tasks like PDF conversions.

The era of "tokenmaxxing" is over. Earlier this year, the AI industry encouraged companies to max out their AI budgets, and some firms even built employee leaderboards to promote internal AI usage. Now, they are discovering how easy it is to spend enormous sums on AI with minimal returns, ushering in a period of token rationing.
According to a report from 404 Media, consulting giant Accenture has been attempting to stop its employees from depleting its token reserves by using AI for basic tasks, such as converting PDFs into presentation slides. This comes shortly after Accenture threatened that employees would "risk losing out on promotions" if they did not use AI.
The report is based on leaked audio from a recent internal meeting involving Accenture's agentic AI strategy lead, Justice Kwak. "We're hitting this inflection point where AI is becoming material to the cost structure," Kwak said. "Spend is becoming very unpredictable; and leadership, especially at the CFO, COO, and CIO level, are still asking the question of whether they're getting value from what we're spending on in the context of AI."
The cost of tokens has cast doubt on the AI business model, evidenced by the so-called "AI selloff" that has battered some AI-dependent businesses in recent days, particularly memory chip makers. The AI industry has reached a stage where it can no longer rely on novelty alone; it must prove its worth.


