| What it does | Search, visualize, curate, and label multimodal data for physical AI models
| AI agents that test like real people
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| Stage | Established
| Not given
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| Founded | 2018
| Not given
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| Based in | US
| IL
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| Pricing model | Paid
| Freemium
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| Pricing | Not given
| Free: 3 sessions, no card required. Starter: $59/mo (40 sessions/month). Pro: $249/mo (200 sessions/month). Team: $699/mo (600 sessions/month). Enterprise: from $2,500/mo (custom session volume) with 4-week pilot for $3,900. Annual plans save 20%.
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| Key features | - Natural language search across datasets
- Synchronized multimodal playback with video, 3D, sensors, and maps
- Automated annotation quality assurance
- VLM-assisted labeling and active learning
- Agentic data work automation
- Model evaluation and failure pattern detection
- Dataset versioning and comparison
- Support for billions of samples
- Role-based access controls and SSO
| - AI personas that behave like real users
- Detailed reports with screenshots and console logs
- Claude Code integration for automated fixes
- Jira integration for issue tracking
- Session replay and AI analysis
- MCP for coding agents
- Mobile web and responsive testing
- Multiple AI personas with different behaviors
- Support for any web framework
- monday.com integration in early access
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| What makes it different | - Unified platform keeps data iteration continuous across the entire workflow
- Search and curate across multimodal data types in one place
- Agentic workflows automate repetitive data tasks
- Built on open source FiftyOne toolkit
- Deployed in regulated industries with full compliance and governance controls
| - Ready-to-fix prompts for Claude Code instead of just bug reports
- Tests web apps without needing special permissions or integrations
- Customer ticket investigation with developer-ready answers
- AI personas that mimic real user behavior across different devices and languages
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 70 ● no change since last check | 1 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 23 | 0 |
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| Citation Flow (Majestic) | 47 | 15 |
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| Referring domains (Majestic) | 1128 | 2 |
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