Global maritime supply chains operate across multiple countries, ports, shipping routes, regulatory systems, and transportation networks. Although ocean freight provides an efficient way to move large cargo volumes, international shipping is exposed to disruptions that can affect delivery schedules and logistics costs. Geopolitical tensions, extreme weather, port congestion, labor disputes,...