| What it does | Finds reproducible bugs and runtime vulnerabilities by running your product in a production-like sandbox
| Ship Fast, Ship Safe, Stay Ahead
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| Stage | Not given
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| Founded | Not given
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| Based in | FR
| US
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| Pricing model | Free trial
| Freemium
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| Pricing | Free for open source projects. Paid plans available for commercial use; specific pricing not listed.
| Explore: Free (500 credits to start, 50 credits/month). Launch: $149/month or $134/month billed annually (5,000 credits to start, 250 credits/month). Scale: $1,499/month or $1,349/month billed annually (10,000 credits to start, 1,000 credits/month). Enterprise: Custom pricing (contact sales).
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| Key features | - Builds a sandbox that replicates production environment
- Mocks or emulates third-party services like payments, mail and APIs
- Provides failing test for every defect found
- Maps product architecture and reads code for suspicions
- Validates security issues with real exploits against sandbox
- Crawls every link and finds missing routes
- Runs locally or in the cloud
| - AI Risk Detection: Continuously red team AI with dynamic, use-case-specific attacks that adapt in real time
- AI Risk Removal: Real-time guardrails stop threats fast and get smarter with every prompt
- AI Risk Monitoring: Real-time insights that show what's working, what's not, and where to act
- AI Compliance Management: Translate internal policies and external regulations into automated guardrails
- Multi-modal red teaming for text and image content
- MCP Gateway for inline policy control on MCP tool traffic
- MCP Scanner to discover and assess MCP risk
- PII detection and masking
- Compliance audit reports for OWASP, NIST, EU AI Act
- LLM Safety Leaderboard benchmarking 200+ models
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| What makes it different | - Catches bugs code review misses by running the actual product instead of just reading diffs
- Every bug comes with a reproducible failing test that proves it
- Finds runtime vulnerabilities by firing real exploits against the sandbox
- Tests untested integrations and hard-to-mock async services
- Free for open source projects
| - Unique ability to detect and remove data layer risks in AI deployments with extremely high precision
- Multi-modal capability to safeguard AI-generated text and creatives in image generation applications
- Reduces time to certify and ship by 90% through automated security and compliance processes
- Recognized as Gartner Cool Vendor in AI Security 2025
- Open-source MCP Gateway with enterprise policy management and audit capabilities
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 25 ▲ +1 (up) since last check | 58 ● no change since last check |
| Trust Flow (Majestic) | 9 | 15 |
| Citation Flow (Majestic) | 27 | 40 |
| Referring domains (Majestic) | 63 | 587 |