Transportation delays and shortages of raw materials can result from natural disasters, geopolitical tensions and unstable economies, which are the main causes of supply chain disruptions in manufacturing. Managing logistics and guaranteeing on-time delivery is further made more challenging by the growing complexity of global supply chains and the requirement for compliance with various regulations. The supply chain management is further complicated by shifting consumer demand and growing expenses, including labour and material costs.