| What it does | AI-powered software cost estimation and custom software development company
| Testing and improvement for GenAI systems, before deployment and in production
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| Stage | Established
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| Founded | 2019
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| Based in | LT
| US
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| Pricing model | Free
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| Pricing | Not given
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| Key features | - Problem statement and solution definition
- Detailed feature breakdown by user roles and stories
- Backend logic and project risk assessment
- AI-powered requirements analysis
- 3-minute estimation process
- Email report delivery
- Full project plan documentation
- Multiple project scoping capability
- No technical background required
| - 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
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| What makes it different | - Expert-trained AI based on Idea Link's 100+ projects
- Accounts for project complexity combinations, not just individual features
- Reveals hidden backend logic and project risks
- Completely free, no hidden costs
| - 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
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| Community votes | 1 | 0 |
| DR (Domain Rating by Ahrefs) | 36 ▼ −3 (down) since last check | 39 ● no change since last check |
| Trust Flow (Majestic) | 28 | 7 |
| Citation Flow (Majestic) | 48 | 23 |
| Referring domains (Majestic) | 832 | 84 |