CAIN-42 CLAWXThe niche: behaviour-based trust for AI agents
Companies running agents long-term that want permissions to respond to behaviour.
Why this niche exists now
- Agents act continuously.
- Static permissions ignore recent misbehaviour.
What people use today, and where it falls short
| What teams do today | Where it falls short |
|---|---|
| Static permissions | Don't react to violations. |
| Manual suspension | Slow. |
What makes Trust State Engine different
- Evidence-only.
- Explanations name events.
- Slow recovery.
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Do not quote market-size statistics on a call.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:
- What happens today after an agent breaks a rule?
- Does it keep its permissions?
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
Companies running agents long-term that want permissions to respond to behaviour.
Trust State Engine remembers how each AI agent has behaved and denies risky actions after a violation, explaining exactly why.
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 agent trust zero trust AI behavioural risk
Sell it together with
Buyers rarely have just one problem. When this product fits, these often fit too:
| Product | Why it goes together |
|---|---|
| Agent Autonomy Lease | autonomy levels |
| ACTUARY | fleet risk score |
| APPROVAL | people approve exceptions |
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.