The Tokenpocalypse: Non-Engineers Chewing Through Corporate AI Budgets
Simon Willison · rss · 2026-08-08
As corporate AI expenditures skyrocket, companies are scrambling to curb token consumption. A recent report featuring leaked internal meeting audio from Accenture reveals that engineers are not the primary drivers of token usage.
- Non-technical staff drive costs: Accenture's agentic AI strategy lead noted that internal data shows non-engineers are responsible for a massive chunk of token-consuming behaviors.
- PDF to Markdown conversion: Executives discovered that converting PDFs to images and then to markdown files is a major 'token chewer,' a common practice among employees.
The author jokingly suggests that if the business world realizes how terrible PDFs are for information transfer, they might save a fortune in AI processing fees.
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