| What it does | Not given
| Independent AI verification and production control layer
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| Stage | Startup
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| Founded | 2026
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| Based in | GB
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| Pricing model | Freemium
| Freemium
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| Pricing | Free assessment, report and certificate. Optional: AI Fluency Map ($19 one-time), AI Coach ($19/month after 7-day free trial), Master bundle ($49). Employer assessment credits at $10 each.
| Starter: $166/month ($1,990 billed annually) with 12,000 test runs/month, 3 applications, and validated fixes at $25 each. Team: $833/month ($9,990 billed annually) with 55,000 test runs/month and 10 applications. Business: $2,083/month ($25,000 billed annually) with 165,000 test runs/month, 25 appl
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| Key features | - Conversational assessment format that adapts to candidate answers
- Scoring across 5 dimensions and 11 criteria
- Evidence-based scoring with quotes from conversation
- Free AI certificate verifiable on LinkedIn
- Published rubric for assessment transparency
- Role-specific assessment paths for developers, product managers, designers and data scientists
- Second model review of full transcript before results issued
- Multi-language support including voice dictation in 14 languages
- AI Fluency Index tracking population benchmarks quarterly
| - System Graph mapping of services, dependencies, ownership, and policies
- Verification Engine with 19 verification domains from unit tests to compliance
- Continuous verification and change detection
- Policy-based control and approval workflows
- Durable evidence and audit trails
- AI-assisted remediation with outcome-based billing
- Integration with CI/CD, cloud, and observability tools
- VPC, private cloud, on-prem, and air-gapped deployment
- Identity-first with RBAC and SSO
- Secure Enclave Runner for restricted environments
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| What makes it different | - Conversational assessment tests actual AI usage rather than recall through quiz-style questions
- High score reliability with 98% of retakers landing in same or adjacent tier
- Completely free assessment, report and certificate with no gating or upsell required
- Anti-gaming design with separate conversation and scoring systems plus integrity checks
| - Independent verification separates proposing changes from deciding if available evidence is sufficient
- Model-independent design works with any approved model or deterministic systems alone
- Outcome-based billing charges only for validated fixes that pass verification
- Governance by default with explicit approval, audit, and no shared credentials
- Topology-aware impact analysis using System Graph to recommend validation plans
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 45 ▼ −1 (down) since last check | 28 ● no change since last check |
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| Trust Flow (Majestic) | 24 | 5 |
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| Citation Flow (Majestic) | 31 | 20 |
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| Referring domains (Majestic) | 239 | 62 |
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