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Geminus vs Agent Role Contracts

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

Geminus compared with Agent Role Contracts
DetailGeminus logo GeminusAgent Role Contracts logo Agent Role Contracts
What it doesPhysics-based AI that optimizes complex industrial systems in real time Offline checker for AI agent role declarations without executing agents
StageNot given Not given
FoundedNot given Not given
Based inUS JP
Pricing modelContact for pricing Open source
PricingNot given Not given
Key features
  • Physics-native optimization grounded in system physics
  • Multi-fidelity data fusion with real-time feeds
  • Guard railed autonomy with rigorous framework
  • Decision-making under uncertainty with calibrated confidence measures
  • Systems of surrogates for industrial-scale complex systems
  • Auditable workflows with complete chain of evidence
  • Cloud-native with on-premises support
  • REST API and OPC UA integration
  • SOC 2 Type II certified security
  • Deploys in weeks across entire operations
  • Checks role and authority consistency
  • Validates reviewer-implementer separation
  • Verifies role references exist
  • Checks filesystem write scope boundaries
  • Runs completely offline without network access
  • Three command modes: validate, explain, and handoff
  • Clear exit codes for pass/fail/error states
  • MIT open source license
  • Bundled starter fixtures and examples
What makes it different
  • Deploys in weeks, not years or months
  • Physics-grounded reasoning beyond historical data patterns
  • Measurable outcomes from day one with $100M+ proven results
  • Uncertainty-aware recommendations operators can trust
  • Operates on mission-critical systems trusted by world's largest energy companies
  • Designed through public feedback dialogue with incorporated role and path mapping improvements
  • Bundles working examples that run without API keys or accounts
Community votes10
DR (Domain Rating by Ahrefs)30 no change since last check13 no change since last check
Trust Flow (Majestic)189
Citation Flow (Majestic)3029
Referring domains (Majestic)14151

5 details filled in for both companies.

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