Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection

In three linesDMAIC-IAD is a multi-agent system inspired by the DMAIC quality-management framework for industrial anomaly detection. It plans strategies first via standardized operating procedures, then uses a pre-trained judge model to evaluate candidates without costly execution. 37.76% improvement over existing agentic baselines.

Summary generated by Claude — human-verified