Finance

AI Token Economics Audit Worksheet

Every token has a cost face and a yield face. Most teams instrument only one. This worksheet is the spreadsheet I use to audit token economics on engagements — a structured way to see which prompts pay for themselves and which are just burning cash.

What's inside

  • Editable xlsx with per-prompt cost-yield columns
  • 5-page guide on what to instrument and why
  • Worked example with anonymised data from a real engagement
  • Templates for monthly cost-yield reviews

Who it's for

Finance leaders who want to know what their AI actually costs, and engineering leaders who want a defensible answer when the CFO asks. Pair it with /stater for the framework.

Send me the Token Economics worksheet

Email-only. I'll deliver the xlsx and guide to your inbox.