Cybersecurity Operations Assessment
QLM adaptive security assessment: evaluate SOC analyst competency, prioritize threat hunts, monitor security posture, and simulate incident response with 800+ expert-authored scenarios.
Vulnerability scans waste time on low-risk findings
Traditional scanners run every check regardless of your environment. 90% of findings are informational. QLM selects the checks most likely to reveal your true posture — converging in a fraction of the time.
Intelligent Vulnerability Assessment: intelligent check selection. Converges to posture score 3x faster than exhaustive scanning.
SOC analysts can't keep up with alert volume
The average SOC receives 11,000 alerts/day. Analysts triage by gut feel, missing critical threats buried in noise. QLM prioritizes by expected information gain — investigate what matters most.
Threat Hunt Prioritizer: Ranks threats by information density and risk. Each investigation result updates the priority queue in real-time.
You don't know your actual security posture
Point-in-time audits give a snapshot. Real security posture changes hourly. QLM provides continuous measurement that adapts to your threat landscape.
Continuous Security Posture Monitor: Real-time posture scoring with drift detection. Alerts when posture degrades beyond configurable thresholds.
IR training doesn't prepare for real incidents
Tabletop exercises cover the happy path. Real incidents branch unpredictably. QLM creates multi-step IR scenarios mapped to MITRE ATT&CK that adapt to analyst decisions.
Incident Response Simulator: Branching IR scenarios with MITRE ATT&CK technique mapping. Adaptive difficulty based on analyst competency.
Compliance audits are over-scoped
Auditors check every control regardless of risk. QLM identifies the controls most likely to reveal compliance gaps — halving audit scope while maintaining confidence.
Compliance Audit Optimizer: Adaptive control selection. Half the controls, same statistical confidence. Maps to NIST CSF, ISO 27001, SOC 2.