Reimagining Cybersecurity Operations for the Age of AI-Led Disruption

Your cybersecurity tooling stack has never been more capable. Your security operating model has never been more exposed.

Enterprise SOCs receive an average of 11,000 alerts per day, but only 22 require investigation. In fact, only three of every four go uninvestigated. The average time to remediate a critical vulnerability is five months, while more than half of newly disclosed vulnerabilities are weaponized within 48 hours. Seventy-one percent of SOC analysts report burnout. We are witnessing shortcomings of the operating model itself, starting with the human-performed work those tools generate that has never been instrumented, observed, or redesigned.

The emergence of Claude Mythos and AI-led adversary capability has made this untenable. This briefing makes the case for the intervention the AI era demands: continuous, first-party operational observability of the human-centric processes that constitute the bulk of cybersecurity activity.