| What it does | Continuous improvement software for AI agents
| The credential layer for AI agents
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | IT
| ES
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Free: 1 agent, 30 runs/month, public scoring only. Pro: unlimited agents, 1,000 runs/month, private runs, $120/year or $12/month. Team: unlimited agents, 5,000 runs/month, 5 seats, $261/year or $29/month. Enterprise: 25,000 pooled runs/month, SSO, SCIM, from $499/month billed annually.
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| Key features | - Detect and score reliability of AI agent runs
- Route weak runs to subject matter experts
- Expert review and validation workflow
- Write validated fixes into governed memory
- Microsoft 365 and Azure integration
- Support for multiple agent frameworks
- Agentic Context Engineering (ACE) framework
- Deployment as SaaS, private cloud, or on-premise
- Knowledge builder and governed memory ingestion
- SOC 2 Type II, GDPR, ISO 27001, and ISO 9001 compliant
| - Standardised work sample testing with composite scoring (40% success, 30% latency, 30% cost)
- Five-axis diagnostic radar (correctness, latency, cost, tool efficiency, robustness)
- Ed25519-signed certificates with public key verification
- Hiring Frontier cost-per-task analysis across model candidates
- Embedded badge rendering for README files
- Private screening (Pro plan and above)
- Team workspaces with up to 5 seats
- CSV and PDF export
- API access with rate limits
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| What makes it different | - Continuous improvement without model retraining
- Captures and reuses expert knowledge as governed memory
- Enterprise-grade security and compliance
- Works with existing AI systems without replacement
- Human-in-the-loop validation for every critical decision
| - Standardised testing ensures scores are comparable, not self-reported
- Free forever for public scoring with no credit card required
- Model-agnostic testing works with any LLM provider
- Screening completes in under 5 minutes
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 27 ● no change since last check | 1 ● no change since last check |
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| Trust Flow (Majestic) | 9 | 0 |
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| Citation Flow (Majestic) | 30 | 19 |
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| Referring domains (Majestic) | 92 | 10 |
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