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Matill vs Manifold

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

Matill compared with Manifold
DetailMatill logo MatillManifold logo Manifold
What it doesAutonomous AI teammates for software teams Enterprise agent platform for life sciences that enables governed data sharing and self-serve access across organizational boundaries
StageNot given Not given
FoundedNot given Not given
Based inBR US
Pricing modelFree trial Contact for pricing
PricingUS$120 per agent per month, with a 30-day free trial (card required, nothing charged until it ends). Larger teams pay less: the rate drops by $1 for each agent added through the ninth, settling at US$110 per agent from 10 onwards. You bring your own model key and pay the provider directly for tokens Not given
Key features
  • AI software engineer agent
  • AI product manager agent
  • AI QA engineer agent
  • AI systems architect agent
  • AI SRE (Nadia Serrano)
  • GitHub, Linear, Slack and Microsoft Teams integration
  • Incident investigation workflow
  • Release verification
  • Granular permissions per agent
  • 30-day free trial with no credit card charge
  • 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
What makes it different
  • No separate token metering—you bring your own model key and pay the provider directly
  • Agents operate only with permissions you explicitly grant and can revoke
  • All changes require human approval before reaching production
  • One price per agent regardless of specialization
  • Integrates with tools your team already uses
  • 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
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last check45 no change since last check
Trust Flow (Majestic)020
Citation Flow (Majestic)2536
Referring domains (Majestic)8218

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