AI prescriptions often fail not because of AI limitations but due to gaps in operational continuity. This article explains why strict adherence is unrealistic for all batches and how focusing on priority items maximizes defect reduction and ROI in manufacturing.

Pareto Charts reveal where to focus by visualizing production volume × defect rate. Classifying defects into Type A and Type B clarifies where AI is effective, enabling targeted improvement instead of spreading resources across all defects.