CAIN-42 MCPGateThe niche: AI inventory and governance
Companies that must know and disclose where they use AI: those answering security questionnaires, preparing for audits, or with data-protection obligations.
Why this niche exists now
- AI libraries are added to code constantly.
- Customers and regulators ask companies to list their AI use.
What people use today, and where it falls short
| What teams do today | Where it falls short |
|---|---|
| Ask developers | People forget, and contractors aren't asked. |
| Network monitoring | Expensive, and misses code that hasn't run yet. |
What makes Shadow AI Scanner different
- Finds raw web calls, not only imports.
- No false alarm on ordinary code in our tests.
- Deterministic.
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Do not quote market-size statistics on a call.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:
- Could you list every place your code uses AI today?
- Has a customer asked?
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 that must know and disclose where they use AI: those answering security questionnaires, preparing for audits, or with data-protection obligations.
Shadow AI Scanner shows a business where its code quietly uses AI, so it can be secured, budgeted and disclosed.
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:
shadow AI AI inventory AI governance AI bill of materials
Sell it together with
Buyers rarely have just one problem. When this product fits, these often fit too:
| Product | Why it goes together |
|---|---|
| Swarm KEYSTONE | fleet inventory of agents |
| cain_audit deliverables | a full review |
| EU AI Act Classifier | tier each AI use |
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.