That’s not MDR, it’s a scapegoat

This vendor whitepaper argues that outsourcing alert triage or relying on fully autonomous AI SOCs simply relocates or replaces the problem. Expel recommends applying AI and automation at the data-pipeline "far left" to enrich telemetry before analysts see alerts, then providing decision-support tools and a human-in-the-loop feedback flywheel so expert judgments improve ML and scale better security outcomes.