| What it does | AI governance software that goes beyond good intentions
| AI operational intelligence for agents and AI products
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| Stage | Established
| Startup
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| Founded | 2019
| 2024
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| Based in | US
| US
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| Pricing model | Not given
| Free trial
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| Pricing | Not given
| Not given
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| Key features | - Drift and bias monitoring
- Continuous model monitoring and validation
- Integration with MLOps and GRC systems
| - Agent trace debugging with step-by-step timeline view
- LLM judge evaluations on production traces with templates
- Token spend tracking by model, agent, tool and user
- AI Assistant for natural language questions over data
- Dashboard templates for traces, analytics and spend
- OpenTelemetry native ingestion
- Correlation of traces, events and user sessions
- Silent regression detection with daily quality comparisons
- Cost leak identification from failing tools and retries
- User journey analysis joining traces with funnels and events
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| What makes it different | - Recognized by Forrester as a Strong Performer and Customer Favorite in AI governance
- Transforms AI governance from a barrier into a business enabler for innovation
- Team of deep domain experts in machine learning, assurance, corporate innovation, and software development
| - Catches AI failures that don't throw errors, like silent regressions and cost leaks
- One platform connecting traces, evals, spend and product analytics for comprehensive understanding
- AI Assistant to ask questions in plain English instead of writing queries
- Compare changes against production evidence rather than demos
- Integrations with major AI frameworks without code changes to production tools
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| Community votes | 1 | 0 |
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| DR (Domain Rating by Ahrefs) | 49 ● no change since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 13 | 0 |
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| Citation Flow (Majestic) | 39 | 15 |
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| Referring domains (Majestic) | 559 | 6 |
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Monitaur