In a rapidly changing business landscape, continuous improvement is no longer about isolated initiatives—it is about relentlessly sharpening the entire system. Implementing end-to-end continuous improvement (CI) systems enables organisations to eliminate waste, improve flow, and build disciplined execution across the supply chain. When improvement becomes systematic, visible, and sustained, supply chains move from reactive operations to engines of resilience, performance, and