Global supply chains operate under conditions of persistent uncertainty where disruptions from natural disasters, geopolitical tensions, pandemic effects, and economic volatility create continuous operational challenges for organizations dependent on complex supplier networks, international logistics, and just-in-time inventory models. Companies that designed supply chains primarily for cost efficiency and operational speed discovered vulnerabilities when disruptions revealed…