The client was experiencing frequent equipment breakdowns and low uptime—averaging below 80%—across critical ammunition production lines. A reactive maintenance culture, limited visibility into MTTR/MTBF metrics, and high spare part costs were negatively impacting throughput, product quality, and export commitments.