Summary
AI agents automated attack surface management and penetration testing across hybrid and cloud environments. The platform mimicked attacker behavior to validate exploitability and reduce alert noise. It delivered fix-ready remediation guidance directly into operational workflows. This enabled proactive risk reduction, faster response, and improved security team efficiency.