AI SOC will outpace MDR even at its core of detection engineering

The article critiques MDR’s human-bound limitations (slow triage, inconsistent quality, shallow coverage, and black-box outcomes) and advocates for an AI SOC that automates investigation at scale, provides consistent and transparent decisions, and broadens coverage to earlier-stage signals. It promotes Intezer’s approach that fuses deterministic, forensic-grade analysis across memory, code, behavior, and sandboxing with LLM-driven reasoning to enrich alerts, explain verdicts, generate/validate detections (e.g., Sigma/YARA), and continuously tune rules—positioning AI SOC as the successor to MDR.