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Manifold vs Orbit

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Manifold compared with Orbit
DetailManifold logo ManifoldOrbit logo Orbit
What it doesEnterprise agent platform for life sciences that enables governed data sharing and self-serve access across organizational boundaries Your own team of AI bots, on a canvas
StageNot given MVP
FoundedNot given Not given
Based inUS PT
Pricing modelContact for pricing Free
PricingNot given Free. No subscription required. Your bots run on the Claude or ChatGPT plans you already have, or on API keys you pay the providers directly. Built-in Mac voices cost nothing; other voices require your own ElevenLabs, Fish Audio or xAI key paid to those providers.
Key features
  • 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
  • Run multiple AI agents simultaneously on one canvas
  • Granular approval controls from Ask to Full access
  • Schedule jobs to run on recurring dates or calendar triggers
  • Voice interaction with bots
  • Support for Claude Code, Codex, Cursor, Grok and other agents
  • Usage tracking and cost estimation per bot
  • Secure keychain-based login management
What makes it different
  • 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
  • No subscription or account required; completely free to use
  • Work directly with your existing Claude and ChatGPT plans; no vendor lock-in
  • Private by default: data stays local, no analytics, keys never reach bots
  • Visual team dashboard showing real-time bot status at a glance
Community votes00
DR (Domain Rating by Ahrefs)45 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)200
Citation Flow (Majestic)360
Referring domains (Majestic)2180

5 details filled in for both companies.

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