Case Studies

The Numbers Behind the Difference

Measured results, not claims. Each case study shows what changes when AI works from a business's own body of work — with the data to back it.

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PDF vs. Markdown: A Hard-Data Case Study in AI File Efficiency

The same 307-page book as a PDF and as Markdown, measured: tokens consumed, what the AI can see, and what each session costs. The findings are numbers.

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Thirty Minutes With Jason

See what this looks like on your own material. We surface one specific result you haven't been able to produce yet.

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