Value and Conversion: Turn Sprint outcomes into a business value story, ROI model, and KPI baseline—grounded in metrics the customer already runs on: gate cycle time, requirement coverage at gate, defect recurrence, cost of poor quality, capacity utilisation, on-time launch rate, ramp-to-full-rate time. Deep understanding of manufacturing operating processes : NPI and stage-gate/APQP, engineering change management, quality systems (FMEA, 8D, PPAP), S&OP and production planning, lean and continuous improvement, maintenance and reliability.