Method
Published, not hidden
The method is open: the 12-leak checklist, the ROI formula, and the audit process itself. Judge the approach before you judge me.
The auditor, not the agency
I find the waste in your AI bill — and show you the fix.
TokenLedger is a solo practice. One auditor, one method, no sales layer. You talk to the person who does the work.
Principles, not a pitch deck
Neutrality
Vendor-neutral
I recommend tools by fit, not by partnership. No resold software margins, no “certified” badges for vendors I happen to use.
Security
You export, I analyze
No production credentials, no API keys. You run the exports and dashboards; I interpret them. Refusing access is a sales asset, not a limitation.
Honesty
Some features shouldn't exist
If the right answer is to delete an AI feature rather than optimize it, I'll say so. The best ROI is sometimes a line item removed.
Honest fit
Who this isn't for
If you spend under about $5k/month on AI, take the free Snapshot and the checklist — an audit can't pay back at that level. If you're a large enterprise with procurement and a platform team, you likely have this covered internally.
Start free
Curious where your AI money goes?
Book a free AI Spend Snapshot. Forty-five minutes, one page, your three biggest leaks named.