Why AI Still Misses the Mark in Security Operations Centers

AI deployments in Security Operations Centers (SOCs) for triage, investigation, and response are failing to significantly reduce mean time to resolution (MTTR) or human workload. This article explores the underlying issues in current data flows and architectures, proposing LLM/agentic AI patterns to bridge the gap between detection, decision, and action.