Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $51.5M total (founded May 2025) led by YL Ventures and Canaan. AI hacker outperforms Gemini 2.5 Pro and Claude on web exploitation benchmarks by 55%+. Founded by elite IDF cyber unit veterans.
Novee is an AI offensive security company that deploys a proprietary AI hacker for continuous automated penetration testing and red-teaming—enabling enterprises to discover vulnerabilities at the speed and scale that human red teams cannot achieve. The company was founded in May 2025 by veterans of elite Israeli Defense Forces cyber intelligence units and raised $51.5 million in total financing, including a $33 million Series A in September 2025, led by YL Ventures, Canaan Partners, and Zeev Ventures. Novee's AI model outperforms Gemini 2.5 Pro and Claude on web exploitation benchmarks by more than 55%, with 90% accuracy on real-world web vulnerability discovery.
SF YC W24 open-source SOAR security automation deployed by 200+ orgs (Fortune 500 + federal); $500K-$2M seed on Temporal's durable execution with 100+ integrations competing with Splunk SOAR and Tines for security incident response.
Tracecat is a San Francisco-based open-source security automation platform — backed by Y Combinator (W24) with $500,000-$2 million in seed funding from Y Combinator, Pioneer.app, Pioneer Fund, and SurgePoint Capital — providing security operations, IT, and infrastructure teams with a modern, cost-effective alternative to commercial SOAR (Security Orchestration, Automation, and Response) tools for automating security alerts, incident response, and IT workflows. Deployed by 200+ organizations from Fortune 500 companies to federal agencies, Tracecat is built on Temporal's durable execution platform (used by Datadog, Netflix, and Stripe) and offers 100+ integrations, AI-assisted runbooks, case management, and lookup tables. Founded in 2024 by Chris Lo and Daryl Lim.
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