Operate and optimize Qualys as the primary vulnerability scanning platform and ensure full asset coverage across diverse environments. Validate scan results, reduce false positives, and integrate CrowdStrike EDR signals. Prioritize vulnerabilities using CVSS, KEV, and business impact analysis. Collaborate with threat intelligence and maintain a risk matrix to ensure alignment with the current threat landscape.