Properly framing the AI SOC conversation 

This piece critiques Gartner’s AI SOC agents framing and argues for viewing AI as modular capabilities applied across three distinct layers: detection (SIEM/XDR), triage/investigation (SOC/MDR), and response (SOAR). It recommends a practical evaluation approach focused on identifying the target layer most in need, defining measurable outcomes (e.g., MTTD, noise reduction, coverage, consistency, triage accuracy), and ensuring transparency and integration for human oversight. The overall message is to avoid monolithic AI SOC expectations and instead apply AI selectively for tangible operational value.