Skyhawk Security is a cloud security platform that addresses alert fatigue generated by CNAPP (Cloud-Native Application Protection Platform) tools by reducing large volumes of CVE findings to a prioritized, actionable shortlist based on real-world exploitability and business impact. The platform ingests CNAPP findings — potentially hundreds of thousands of CVEs and security alerts — and applies risk-based prioritization to identify which vulnerabilities are actually weaponizable and pose a genuine threat to high-value business assets. This reduces alert noise by up to 99.5%, allowing security teams to focus remediation efforts on a small fraction of findings. Skyhawk addresses the gap between vulnerability discovery and remediation by operating in two complementary ways: 1. Prioritizing critical alerts based on business impact so teams know what to address first. 2. Providing threat detection that monitors for active exploitation attempts while the underlying vulnerabilities are being remediated. A core component of the platform is the Autonomous Purple Team, which simulates attacker behavior to identify which vulnerabilities in a given environment are realistically exploitable. This helps distinguish high-severity CVEs that are not practically exploitable from lower-severity CVEs that represent real, immediate threats. The platform is designed for SOC teams and small security teams that struggle with the triage burden imposed by large numbers of CNAPP findings, offering an open platform architecture that integrates with existing CNAPP tooling.