In aerospace, MES cost metrics only matter if they are tied to validated data, traceable events, and existing ERP/PLM/QMS realities. Executives should track total manufacturing cost per unit, conversion and rework costs, schedule-driven penalties, NFF and yield losses, and cost of poor quality, while recognizing that data completeness, integration quality, and long asset lifecycles limit precision.