Melaya vs Cofactor AI
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Melaya compared with Cofactor AI
| Detail | 
Melaya | 
Cofactor AI |
|---|
| What it does | Platform to build and run AI agents across tools, browser, and Android phone with human approval on every action
| AI agents that handle healthcare administrative work so teams can focus on patients
|
|---|
| Stage | MVP
| Not given
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| Founded | 2026
| 2023
|
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| Based in | US
| US
|
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| Pricing model | Freemium
| Contact for pricing
|
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| Pricing | Sandbox free, Outpost $20/month, Forge $49/month ($469/year with 20% discount), Bastion $129/month ($1,239/year with 20% discount), Citadel starts at $490/month for enterprise
| Not given
|
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| Key features | - Visual builder for multi-agent workflows
- Support for 8,446+ tools across web, code, data, and operations
- 111+ subagent templates with 16 prebuilt crews
- Device Control for Android app automation
- Browser Control for web automation
- Human-in-the-loop approval on every consequential action
- Support for multiple AI models including Claude, GPT, Gemini, and local models
- MCP Server integration with Claude, ChatGPT, and Cursor
- Full replay and audit logs for every run
- Per-workflow RAG with vector and static context
| - Agent Workspace for reviewing agent decisions and outputs
- Command Center for real-time enterprise-wide AI visibility
- Studio for building agents without code
- Denial and appeal automation
- Payer correspondence automation
- Underpayment detection and recovery
- Cofactor aOS proprietary operating system
- Integration with existing EHR and PMS systems
- Guaranteed 3:1 ROI per agent
|
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| What makes it different | - Human approval on every consequential action enforced by platform
- No API integrations needed for Android and web automation
| - Guaranteed 3:1 ROI for every agent deployed
- Outcomes-based pricing model rather than seat licenses or API calls
- End-to-end managed services through Cofactor Lab
- Every agent decision is explainable and auditable
|
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 28 ▲ +1 (up) since last check | 42 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 21 | 6 |
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| Citation Flow (Majestic) | 27 | 16 |
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| Referring domains (Majestic) | 121 | 73 |
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6 details filled in for both companies.
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