AI in the SOC: 5 High-Value Use Cases for Enterprise SOCs
TechTarget, Monday, October 19th, 2026
A practical look at where AI helps SOC teams, from alert triage to investigation summaries, with implementation caveats for each.
Damon Garn outlines five SOC use cases for AI, including contextual alert triage and correlating events across systems into timelines and investigation summaries.
For each he covers what the AI does, expected benefits, implementation considerations and limitations.
He stresses that results depend on data quality, telemetry, integration, controls and human oversight, and that AI should automate bounded workflows rather than replace analyst judgment.
The goal is reducing alert volume, improving prioritization and shortening time to understand incidents.