From Chaos to Clarity , is a practical playbook for mastering global supply chains in today’s age of disruption. Instead of analyzing past crises, it gives leaders a clear, step-by-step plan to gain total visibility, apply digital twin technology, and transform constant firefighting into foresight and control. It’s written for supply chain managers, executives, and even policymakers — anyone who needs to turn today’s chaos into a competitive advantage. In short, this book shows organizations how to survive disruption and grow stronger because of it.