| What it does | AI pentesting platform that proves which vulnerabilities are real with working exploits
| Real-time guardrails and evaluation for LLM applications
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| Stage | Not given
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| Founded | Not given
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| Based in | US
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| Pricing model | Freemium
| Freemium
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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
| Free plan includes 3 million tokens per month, unlimited users, and community support. Basic plan is $0/month with 300k monthly tokens and up to 3 protection rules. Pro plan is $550/month including 1 billion monthly tokens, unlimited protection rules, and email and Slack support. Additional tokens a
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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
| - Real-time guardrails with sub-20ms latency
- Hallucination detection and prevention
- Small language model judges tailored to business domain
- Content moderation and safety checks
- PII detection and masking
- Prompt management and studio
- Complete observability and tracing
- Rogue red team platform for agent evaluation
- Multiple deployment options
- Policy enforcement and custom rules
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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
| - 99.6% faster evaluation than alternatives
- 97% cost reduction compared to traditional solutions
- Small judges providing low latency and cost efficiency
- Contextual guardrails that consider application context
- Purpose-built for agentic systems, RAG, and chatbots
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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 | 28 ● no change since last check |
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| Trust Flow (Majestic) | 2 | 11 |
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| Citation Flow (Majestic) | 24 | 26 |
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| Referring domains (Majestic) | 10 | 71 |
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Redthread
Qualifire