| What it does | AI pentesting platform that proves which vulnerabilities are real with working exploits
| Search, visualize, curate, and label multimodal data for physical AI models
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| Stage | Not given
| Established
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| Founded | Not given
| 2018
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| Based in | US
| US
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| Pricing model | Freemium
| Paid
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| Pricing | Free discovery and risk assessment for your entire estate. Pentest scanning priced per scan with optional human reviewer. Agentic Trust & Protection Platform priced per agent identity. Reports and compliance evidence included with platform or as add-on with certified review. Pentest firm partnership
| Not given
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| Key features | - Autonomous agent testing against OWASP LLM Top 10 and MITRE ATLAS frameworks
- Unified estate graph combining agents, applications, code, cloud and infrastructure
- Shadow-AI discovery to inventory unregistered AI tools across your estate
- Cloud and infrastructure posture with DSPM and cross-cloud attack path analysis
- CI/CD gate to scan on every pull request and block merges with proven attack paths
- Reproducible proofs of concept for every finding with attack steps
- Three report formats: Letter of Attestation, full technical report, and machine-readable JSON
- Endpoint telemetry for on-host inventory and security posture monitoring
- Agentic Trust & Protection Platform with cryptographic identity and signed attestation
- Continuous re-assessment with drift detection and trend analysis
| - 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
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| What makes it different | - Every finding is proven with reproducible proof of concept, not inferred or false positive
- Agentless-first architecture requires no installation for core AI risk assessment and posture discovery
- Unified graph of entire AI and cloud estate enables detection of cross-layer attack paths
- Findings automatically mapped to OWASP LLM Top 10, MITRE ATLAS, SOC 2, ISO 27001 and compliance frameworks
- Free discovery and risk assessment before any paid commitment required
| - 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
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 70 ● no change since last check |
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| Trust Flow (Majestic) | 2 | 23 |
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| Citation Flow (Majestic) | 24 | 47 |
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| Referring domains (Majestic) | 10 | 1128 |
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