Overview¶
What is CloMan?¶
CloMan is a platform for creating AI decision clones — personalized AI agents trained on your decision-making style. Once a clone is set up, it can autonomously handle decisions through the Public API.
How It Works¶
- Create a clone in the CloMan dashboard.
- Train it through interviews, knowledge base entries, and feedback loops.
- Generate an API key for your clone.
- Query via API — send a context, get back a decision with confidence and reasoning.
The Public API¶
The Public API is a REST endpoint that allows external applications to request decisions from a clone:
Authentication is handled via X-API-Key headers. Each API key is scoped to a specific clone and can have expiration dates and rate limits.
Key Concepts¶
| Concept | Description |
|---|---|
| Clone | An AI agent trained on your decision patterns |
| Decision | A structured response containing the clone's recommendation |
| Confidence | A 0–1 score indicating how certain the clone is |
| Confidence Level | Human-readable tier: high, medium, or low |
| Escalation | When the clone defers to a human reviewer |
| API Key | A credential scoped to a single clone with the decide permission |
What You Can Build¶
- Customer support automation — auto-resolve tickets that match your patterns
- Approval workflows — expense reports, refund requests, access approvals
- Content moderation — flag or approve content based on your criteria
- Triage systems — prioritize and route incoming requests
- Advisory tools — provide recommendations to your team