| What it does | Testing and improvement for GenAI systems, before deployment and in production
| Build components for your customers' workflows and publish them to Claude, ChatGPT and other MCP Apps hosts
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Not given
| Free
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| Pricing | Not given
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| Key features | - Automated evaluations with off-the-shelf benchmarks and LLM as Judges
- Product strategy and cross-department PM modules
- Automated alerts for deviations in product behavior
- LLM as Users for simulating diverse user personas
- AI portfolio governance and oversight
- User feedback automation and expert annotation
- Metrics comparison with historical data and leaderboards
- Customizable metrics for different knowledge levels and evolving needs
- Integration with existing workflows for cross-departmental teams
| - Register workspace and get MCP address for customers
- Build components with TypeScript and Zod schemas
- Publish and test components in Claude or ChatGPT
- Theme customization with live preview
- Multiple environments for staging and production
- Connect your own MCP server for custom data
- Self-hosting option with SQLite
- Immutable published versions that never change
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| What makes it different | - Measures real-world impact to prove business and user value before deployment
- Metrics become shared language across product, engineering and risk teams
- Reduces reliance on data scientists by automating AI product management
- Makes impact of AI predictable through testing and forecasting
- Ensures AI aligns with actual user needs through feedback and explainability
| - Instant updates reach customers without chat restart
- Workflows and data stay hidden from the AI model
- Self-hosting keeps all data inside your network
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 39 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 7 | 0 |
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| Citation Flow (Majestic) | 23 | 0 |
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| Referring domains (Majestic) | 84 | 0 |
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Impact AI
app-mcp