VulnDetect by OpenShield is a vulnerability management platform designed to identify and assess security weaknesses in enterprise IT environments using machine learning-powered scanning across networks, cloud infrastructure, and containerized systems. The solution performs continuous asset discovery paired with real-time vulnerability detection integrated into CI/CD pipelines, while correlating findings against active exploit intelligence from multiple threat feeds. It employs proprietary algorithms aligned with the MITRE ATT&CK framework to prioritize remediation based on contextual risk analysis, generates compliance reports meeting PCI DSS/GDPR requirements, and provides actionable patch recommendations through an agentless architecture compatible with existing SIEM/SOAR platforms via REST APIs.