Leveraging AI, IoT, and digital twins for enhanced supply chain visibility Diversifying suppliers and adopting nearshoring to reduce geopolitical risks Integrating supply chain risks into broader enterprise risk management frameworks Emphasizing agility and proactive strategies for faster disruption response Using data analytics to drive informed decisions and improve resilience planning