CAIN-42 CLAWXThe niche: audit evidence for AI agent controls
Teams that must show auditors, customers or management that their AI controls actually worked, decision by decision.
Why this niche exists now
- Auditors and enterprise buyers ask for evidence of AI controls.
- Logs are not evidence a third party trusts.
- Signed receipts are cheap to produce and cheap to check.
What people use today, and where it falls short
| What teams do today | Where it falls short |
|---|---|
| Logs | Editable and not individually checkable. |
| Screenshots | Easy to fake. |
| Vendor dashboard | Vendor's own word. |
What makes Signed decision receipts different
- Every decision signed.
- Checkable by anyone with the public key.
- Tiny, readable checker.
How big is the opportunity?
Do not quote market-size statistics on a call. Most published figures are surveys or vendor estimates, and a smart buyer will ask for the source. Size the opportunity per prospect instead, with these questions:
- Who asks you to prove your AI controls?
- How do you show it today?
If the honest answers are "no" or "not yet", they are not a buyer today. Note it and move on; that is good selling, not failure.
Explain the niche in 30 seconds
Teams that must show auditors, customers or management that their AI controls actually worked, decision by decision.
Every allow or deny decision comes with a signed receipt anyone can check in a browser or with 30 lines of Python; change one byte and it fails.
Practise saying this out loud until you can do it without reading. Then say it in your own words.
Words your buyers use
These are the phrases people in this niche type into search engines and use in posts and job ads. Use them to find prospects (page 3) and to talk their language:
AI control evidence audit evidence signed logs AI governance evidence
Sell it together with
Buyers rarely have just one problem. When this product fits, these often fit too:
| Product | Why it goes together |
|---|---|
| CODEGUARD | the gate that issues them |
| Black Box flight recorder | what happened after the decision |
| Offline verifiers (NULLIUS) | how anyone checks them |
Rule: open with one product. Mention a second only after the first is agreed.
Next: who buys and where to find them →
FIRME AI CORPORATION · CAIN-42 is a Byzantine trust fabric. Numbers marked "our own check" were run by us, not by an independent party. Nothing on these pages is a certification.