security operations

2 items

ARTICLEDEV.to AI·19d ago

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.

cybersecurity security security operations AI

ARTICLEDEV.to AI·4/15/2026

Your MTTD Looks Great. Your Post-Alert Gap Doesn't

The cybersecurity landscape faces a critical challenge in the "Post-Alert Gap," where human response speed cannot match AI-accelerated threats, rendering metrics like MTTD incomplete. The proposed solution is to adopt AI-driven investigations, such as agentic AI platforms, to automate analysis and ensure 100% coverage, shifting focus to outcome-oriented metrics.

cybersecurity detection and response security operations Post-Alert Gap