| What it does | End-to-end platform for data labeling, model training, and deployment of computer vision models
| See which AI agents use your product, where they fail, and what to fix
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| Stage | Not given
| Startup
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Not given
| Free trial
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| Pricing | Not given
| Free trial for 14 days. Starter: $15/month (2 projects, 50k events/month, 30-day retention). Growth: $49/month (5 projects, 500k events/month, 90-day retention, up to 5 team members). Scale: $149/month (25 projects, 5M events/month, 1-year retention, unlimited team members).
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| Key features | - AI-powered image annotation with auto-annotation and quality control
- Drag-and-drop model training without code
- Production API deployment in minutes
- Edge and cloud deployment support
| - Monitor AI crawlers, website agents, MCP clients, APIs and CLIs
- Real-time dashboard showing tool calls, errors, latency and client details
- AI visibility: track what ChatGPT, Claude and Gemini say about your product
- MCP server integration for agents to query your analytics data
- SDKs for TypeScript, Python, Go, Rust, C#, Java, Swift and browsers
- Identifies silent agent failures hidden from logs and APM
- Never blocks request paths with background worker batching
- Weekly or daily AI reviews depending on plan
- Funnels, conversions and email alerts
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| What makes it different | - No-code platform makes computer vision accessible to non-technical teams
- 10x faster dataset preparation with AI-assisted annotation
- End-to-end workflow from data to production without switching tools
- Support for diverse vision tasks and data types
- Trusted by over 6000 teams worldwide
| - Only platform showing silent agent failures that return 200 OK status codes
- Covers six distinct data sources in one dashboard instead of scattered logs
- Agents can access dashboard via MCP server to self-fix their failures
- Installation takes five minutes with background worker approach never blocking request paths
- AI visibility shows what AI models actually say about your product with claim verification
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 38 ▲ +1 (up) since last check | Not checked yet ● no change since last check |
| Trust Flow (Majestic) | 10 | 0 |
| Citation Flow (Majestic) | 40 | 0 |
| Referring domains (Majestic) | 587 | 0 |