The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI
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AI<br>The Tokenpocalypse Is Here: Companies Are Scrambling To Stop Spending So Much on AI
Joseph Cox
Jun 24, 2026<br>at 8:50 AM
Leaked audio from Accenture says a big source of AI token ‘chewing’ is people just converting PDFs to presentation slides.
Photo by Sebastian Herrmann on Unsplash, collage by 404 Media with logos from Microsoft and Anthropic.
Consulting giant Accenture is trying to figure out how to stop non-technical workers from blowing through companies’ AI token budget on trivial tasks like converting PDFs to presentation slides, according to leaked audio obtained by 404 Media. Across the industry Accenture is seeing “soaring token spend,” according to the audio.<br>The news highlights a major shift in the tech industry and other companies that use AI: the wave of uninhibited AI growth is over. Some AI providers like GitHub are now charging customers per token rather than a flat subscription fee, leading some companies to burn through their tokens. Uber recently capped employees’ use of AI tools like Claude Code and Cursor; that came after Uber told employees to use AI as much as possible and Uber’s CTO said the company had blown its entire AI budget in four months. And Accenture itself reportedly started requiring senior staff to start using AI or risk losing out on promotions.<br>It also undercuts the narrative that superpowered engineers generating mountains of code are behind the AI boom. In many cases it is non-technical staff burning through tokens for non-specialized tasks.<br>💡<br>Do you know anything else about token spend inside tech companies? I would love to hear from you. Using a non-work device, you can message me securely on Signal at joseph.404 or send me an email at joseph@404media.co.
“We’re seeing from some of the data internally at least that it’s actually not our engineers that are driving the token consumption. It’s a lot of the non-engineers that are doing some of those behaviors [...] you were talking about,” Justice Kwak, Accenture’s agentic AI strategy lead, said in a recent internal meeting, according to the audio obtained by 404 Media.
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