withHuman vs Manifold
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
withHuman compared with Manifold
| Detail | 
withHuman | 
Manifold |
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| What it does | The approval layer for AI agents
| Enterprise agent platform for life sciences that enables governed data sharing and self-serve access across organizational boundaries
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| US
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | Open Source: free and self-hosted. Free: $0/month hosted plan with up to 5 members. Scale: $20 per user per month. Enterprise: Custom annual contract.
| Not given
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| Key features | - Tool call interception for all agent frameworks
- Automatic approval rules to prevent fatigue
- AI judge for complex rule evaluation
- Works with LangGraph, CrewAI, Mastra, Claude Agent SDK and more
- Open Agent Approval Protocol for framework independence
- Self-hosted or cloud-hosted deployment options
- Custom permission policies and organization controls
| - Specialist agents ready to deploy for cohort building, guided analysis, and access provisioning
- Build and deploy custom agents connected to data, tools, and domain-specific workflows
- Data harmonization across molecular, clinical, imaging, and real-world data
- Role-based access control with audit trails for compliance
- Bring-your-own-cloud deployment keeps data in customer's AWS environment
- Partners access data through natural language queries without data movement
- Support for Python, R, and Nextflow analysis tools
- HIPAA, IRB, and BAA ready architecture
- SOC 2, GDPR, TX-RAMP, and NIST SP 800-171 compliance
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| What makes it different | - Framework-agnostic: works with any AI agent through the open Agent Approval Protocol
- No vendor lock-in: open source spec and SDKs let you swap providers without rewriting agents
- Comprehensive audit trail for accountability and compliance
- Meets reviewers where they work with multi-platform notifications
- Policy-based routing to eliminate approval bottlenecks
| - Partners get self-serve answers in minutes instead of weeks of manual data coordination
- Data stays in your cloud while agents deliver answers across organizational boundaries
- Governance and compliance built into every agent action, not added afterward
- Go live from deal signing to active data access in days instead of months
- Embedded bioinformatics reduces time to customer insights from weeks to the same day
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 30 ▼ −1 (down) since last check | 45 ● no change since last check |
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| Trust Flow (Majestic) | 6 | 20 |
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| Citation Flow (Majestic) | 28 | 36 |
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| Referring domains (Majestic) | 48 | 218 |
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5 details filled in for both companies.
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