Solvo CNAPP (Cloud-Native Application Protection Platform) is a unified cloud security platform that provides real-time monitoring and contextual analysis across cloud infrastructure, applications, data, and users. The platform consolidates security visibility across application, identity, and data domains to identify and mitigate threats within cloud environments. It continuously monitors application and user behavior, automatically creating and updating contextual least-privilege policies based on observed activity. Solvo CNAPP performs data-aware security posture analysis by evaluating which users, services, and applications have access to cloud resources hosting sensitive data. It assesses data risks by factoring in resource vulnerabilities, IAM permissions, connected assets, network access, blast radius, and business impact. The platform also identifies suspicious behavioral patterns that may indicate application-level attacks, analyzes incoming requests to filter malicious code, and applies patches to known vulnerabilities. It continuously assesses cloud infrastructure health, automatically identifies compliance risks from misconfigurations, and provides root cause analysis with recommended countermeasures. A decision-making framework is included to distinguish between legitimate and excessive permissions relative to the risk posed to critical data or resources. The platform is positioned to serve industries including finance, healthcare, retail, media, and energy.