In today’s fast-paced logistics and shipping environment, agility and foresight are everything. That’s where Digital Twins come in — virtual replicas of physical supply chains that allow businesses to simulate, test, and optimize operations before making real-world changes. Imagine being able to model a port’s operations, a shipping route, or a warehouse layout — and then run “what-if” scenarios to see how disruptions, demand spikes, or policy changes would impact performance