| What it does | The fix layer for the AI era
| AI security for chatbots, RAG systems, and agentic workflows
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| Stage | Not given
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| Founded | 2023
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| Based in | US
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| Pricing model | Free trial
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| Pricing | Free beta tier available. Paid plans include Starter, Business, and Scale tiers with pricing based on scope of coverage, supported ecosystems, deployment requirements, and support level. Starter tier for proof-of-value pilots, Business for ongoing remediation, Scale for unlimited enterprise coverage
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| Key features | - Verified, backported patches for existing versions without upgrades
- Pre-CVE vulnerability fixing before public disclosure
- Container and Linux base image remediation
- AI coding agent integration via MCP server
- Integration with major vulnerability scanners
- Support for 8+ programming languages including Java, Python, JavaScript, C/C++, Go, PHP, C#, and Ruby
- 24/7 customer support with direct Slack/Teams channels
| - Intent envelope specification with open JSON Schema
- Multi-turn jailbreak and injection testing across web, mobile, and voice
- Deterministic execution boundary enforcing tool allowlists
- Human-in-the-loop escalation for high-impact actions
- Identity and credential separation per agent
- Supervisor check for independent action validation
- Free AI attack surface assessment tool
- Findings mapped to OWASP, MITRE ATLAS, and NIST AI RMF
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| What makes it different | - Fixes vulnerabilities before CVEs are published and before vendors release fixed versions
- Human-reviewed and verified patches, not AI-generated code
- Minimal code changes averaging just 6.5 lines per patch
- No forced upgrades, migrations, or breaking changes to applications
- Patches for unfixable vulnerabilities in end-of-life systems
| - Open-source intent envelope specification implementable with own engineers
- Calibrated defenses from red team findings rather than off-the-shelf policies
- Findings carried through to runtime controls and access changes, not just reports
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 50 ▲ +1 (up) since last check | 1 ▲ +1 (up) since last check |
| Trust Flow (Majestic) | 13 | 0 |
| Citation Flow (Majestic) | 35 | 12 |
| Referring domains (Majestic) | 203 | 1 |