Develop AI and automation capabilities that increase security team capacity by improving vulnerability triage, analyzing penetration-test-style reports, identifying false positives, drafting responses, prioritizing findings requiring specialist judgment, and exposing detection gaps across tools and source code. Drive scalable detection coverage across SAST, SCA, DAST, secrets scanning, mobile application security testing, cloud security posture management, and emerging security capabilities, partnering with security teams to shape tool selection, configuration, tuning, and rule sets.