Logistics and supply chains, overseen by supply chain management, involve numerous stakeholders and span international borders. Effective operational planning and coordination are crucial for timely product delivery, influencing quality, pricing, and customer satisfaction. The global trade value was estimated at a record $32 trillion in 2022,…