Quzara Advanced Security Analytics is a managed security service that provides threat detection, vulnerability management, and compliance analytics capabilities. The service operates within customer security frameworks using existing security software and tools in a vendor-agnostic manner. The service includes threat hunting capabilities that leverage machine learning and artificial intelligence to detect emerging and unknown threats by analyzing anomalous signals across users and entities in hybrid and multi-cloud environments. The vulnerability management component aggregates data from multiple sources including cloud security scanners, network infrastructure, on-premises assets, and OT assets, applying threat intelligence such as asset architecture value, malicious IP data, CVSS severity, and exploitability metrics to prioritize remediation. Quzara's security analyst team provides advanced SIEM analytics, forensic capabilities, and custom reporting through their MXDR solution called Cybertorch. The service supports multiple regulatory and compliance frameworks including FISMA, FedRAMP, FedRAMP+, SOC2, StateRAMP, TexasRAMP, HIPAA, and DFARS 7012. The service includes incident response, technical assessment, training, and advisory services. Vulnerability remediation uses machine learning models to establish context-driven priority lists for patches across applications, networks, and software.