Imagine the SOC Without a Queue: From Alert Backlog to AI Hypothesis Engine

The traditional Security Operations Center (SOC) model often fails because most alerts in the queue do not receive analyst review due to time limitations. This standard progression involves an alert arriving, a detection engine assigning a severity score, and the issue waiting for a human decision regarding investigation escalation. The discussion centers on moving beyond this backlog using concepts like AI Hypothesis Engine.