AI-driven pentesting tool automating vulnerability discovery and exploitation

RunSybil, founded in 2023 in San Francisco, delivers AI-powered automated penetration testing designed to uncover system vulnerabilities far faster than traditional consulting-driven approaches. Its core platform, Sybil, simulates adversarial behavior to identify weaknesses before exploitation, dramatically compressing assessment timelines and enabling security teams to remediate issues earlier in the development cycle.

Unlike legacy pentest models that rely on static, point-in-time reports, RunSybil offers continuous attack simulation monitoring and the ability to instantly retest patched systems. This eliminates long delays and reduces the operational drag associated with manual validation.

The platform integrates directly into existing security workflows, feeding real-time simulation results into common defensive tools and DevSecOps pipelines. This ensures that newly introduced risks — particularly those emerging during rapid development — are detected and surfaced without requiring disruptive, standalone testing engagements.

By complementing rather than replacing established security infrastructure, RunSybil helps organizations maintain a resilient security posture while accelerating software delivery.