Sysdig Sage is an AI-powered cloud security analyst that transforms vulnerability management by combining AI reasoning with runtime visibility. Instead of overwhelming teams with scan results, it filters out inactive packages and missing runtime conditions to shrink the vulnerability scope, then prioritizes remaining issues by factors like blast radius, exploitability, and fixability. It generates step-by-step remediation guidance that can be pushed directly to Jira, tracks risk posture metrics for compliance reporting, and operates as an agentic system that continuously monitors environments with minimal human input. Teams using it have reportedly saved up to 80 hours per week on manual triage and achieved 90% faster remediation of critical vulnerabilities.