Airrived Vulnerability and Exposure Management is an AI-driven platform that uses reasoning agents to prioritize and manage vulnerabilities based on real-world context rather than static scoring metrics like CVSS. Core Functionality: - Ingests organizational policies, firewall rules, network configurations, and access controls to assess whether vulnerable assets are actually reachable and exploitable - Applies contextual reasoning across live enterprise data to determine the business impact of each vulnerability - Orchestrates remediation workflows directly into ITSM and ticketing platforms Key Capabilities: - Vulnerability Prioritization: Classifies vulnerabilities using external risk factors and real-world impact analysis, going beyond CVSS scores to identify which vulnerabilities require immediate attention - Exposure Management: Parses firewall rules, network configurations, and access controls to determine if a vulnerable asset is reachable from an external source - Policy Alignment: Reads organizational patching policies and risk-acceptance reports to align prioritization outputs with business risk and compliance posture - Continuous Learning via RLHF: Uses historical analyst decisions and manual reviews to reinforce and adapt the agent's classification logic over time Coverage: - Supports cloud, infrastructure, and identity environments - Connects with vulnerability scanners, firewall and network access products, and ITSM platforms The platform claims a 99% reduction in vulnerability noise and a 10x faster remediation process by focusing analyst attention on the subset of vulnerabilities that pose genuine risk given the organization's specific environment and policies.