AI is everywhere in the SOC. But for most teams, the real problem has not changed: too much noise, too little context, and too much analyst time spent deciding what matters.

This guide is built for CISOs and SecOps leaders trying to separate useful AI from AI that simply adds output. It shows where most AI in the SOC falls short, what operationally useful AI actually looks like, and how to evaluate whether a vendor is improving analyst effectiveness or just repackaging the work.

The guide explores:

• Why so much AI in the SOC still creates more work instead of less
• The difference between speed, enrichment, and true decision support
• What operationally useful AI looks like in triage, investigation, and response
• The five questions security leaders should ask any AI-in-the-SOC vendor
• The right operating model for AI and human judgment in the SOC
  

If you are evaluating AI in the SOC and want a clearer standard for what actually improves analyst burden, prioritization, and response quality, this guide provides a practical framework.