Regardless of unexpected external events (such as typhoons that affect the entry of ships into ports and the suspension of cargo flights; crises in the Red Sea shipping lanes, leading to the detour of routes from Asia to Europe around the Cape of Good Hope), or factors affecting the production and manufacturing of supply chains that impact the arrangement of cargo transportation, once changes occur, the subsequent chain reactions include: re-quoting, changing bookings, altering shipping schedules/flights, and scheduling trucks and warehouse resources. The operation of freight in global trade is one of the cores of international freight, and it is necessary to comprehensively collect and organize various information and instructions, and supervise the operation of each link in the global logistics process to ensure that goods are delivered to their destinations on time.