CAIN-42 CAIN StudioAGENTIC AI 75 · #61
CRM-specialised reasoning models
Salesforce and NVIDIA announced Koa for Agentforce, built on Nemotron.
Last reviewed 2026-11-11
Agentic AI 75 / #61
2026 status: Model announcement · Category: Domain models
The 2026 development
Salesforce and NVIDIA announced Koa for Agentforce, built on Nemotron.
The governance gap
A domain model is still a model. Specialisation can improve the answer while leaving the authority, data-access and action-boundary questions exactly where they were.
Where CAIN-42 fits: Moat 1 — Trust State
Core question: Who do we trust right now? Evidence-backed trust computed at the moment of the action, never a static badge.
Evaluate the model as one input to a trust decision, not as the decision. The CRM record's sensitivity, the user's authority and the action's consequence determine what the model may do.
How the wiring works
- Classify the CRM record and the requested action.
- Check the user's and agent's authority for that record.
- Use the domain model to propose, not to authorise.
- Record the model version and the authority decision.
What is real today
PROPOSED A design mapping only. No dedicated implementation exists yet; do not buy this as a finished control.
No Salesforce or NVIDIA model integration exists here. This is a placement argument, not a benchmark.
| Component in this repository | What the module says it is |
|---|---|
cain/argus/verifier_mesh.py | CAIN ARGUS — Assurance Verifier Mesh (Prompt 14, section 10). |
keystone/actors.py | Who wrote the fix, and who wrote the test. Independence is a claim about authors, not a mood. |
cain/runtime/runtime_bus.py | CAIN Sovereign — the Runtime Governance Bus (Prompt 7, Phases 2-4). |
Descriptions are the first line of each module's own docstring, read without importing it. A module path is a pointer into this repository, not a hosted endpoint. Its existence is checked by the test suite; its status for this use is the label above.
Check it yourself
- Fire a live governed decision
/fabric/try - Fire a live decision through the CAIN-42 pipeline
/fabric/try— the same enforcement path every product sits behind.
Commercial package
| Offer | Domain Model Authority Review |
|---|---|
| Buyer | CRM and enterprise application vendors |
| Price (proposal) | $5,000–$12,000 per review |
| Bundle | Identity & Authority — Every agent, every delegation, every boundary. |
| Operator stream | Stream 8 of the 10-stream operator playbook |
CISO, IAM, platform security, agent-tool vendors is the bundle buyer. The entry offer for this bundle is Agent authority review; MCP/A2A boundary review; the range is $2,500–$7,500 per review; integration from $10,000. A price on this page is a proposal, not a validated rate, and no customer is claimed.
Buy this as a product or service
CAIN-A75-061 — Domain Model Authority Review DESIGN
A design-partner statement of work and architecture: authority boundaries, evidence points, and a build plan. No control is delivered and no integration is claimed.
Kind: Assessment · Price (proposal): $5,000–$12,000 per review · Lead time: 15 business days.
Open the product page · all 75 products
What this page does not claim
What this page is not. CAIN-42 is not affiliated with, endorsed by, integrated into, or shipped with the organisation named in the 2026 item. The item is public context; the page describes how CAIN-42 would govern that class of capability. No page here claims a customer, a partnership, a certification, a patent, or a production integration. Prices are proposals. Built by a three-person team.