CNAPP’s New Normal: Hyper-Prioritization and Autonomous Remediation at Cloud Scale

This whitepaper argues that modern cloud environments are highly dynamic and that security must move from periodic detection to continuous, hyper-prioritized remediation; it outlines how an AI-native CNAPP (Qualys TotalCloud) combines continuous detection, attack-path analysis, LLM-assisted playbooks, and autonomous remediation to close exploitable risks faster and at cloud scale.