From Management To Design: Global Supply Chain AI Transformation

For the past 2 decades of my own experience in operations, especially in logistics and warehousing, the global supply chain has been defined by a singular, overarching philosophy: Management. We spent decades perfecting the art of "steering the ship" through stormy weather. We optimized flows, we negotiated better rates, and we managed disruptions through sheer human grit and improved visibility. It belonged to the leaders who could squeeze incremental efficiency out of linear processes, enforce stricter KPIs, and build robust organizational pyramids to oversee the execution. In short, as a Supply Chain Management executive, as long as you could manage these 3 metrics efficiently per given targets and expectations, you could sleep peacefully at night. Those metrics were Cost Quality Speed This dynamic changed quite significantly during the COVID-19 outbreak. Immediately, we started hearing the words "Resilience", "Sustainability", and "Innovation" everywhere, and that brought three more Strategic focuses to manage beyond cost, quality, and speed, as shown in the chart below. New Normal Strategic Focus Post COVID However, the autonomy of Operations Management has remained the same till now. If we look at any operations management, we can see the pattern that it's