Supply chain disruptions due to geopolitical issues, natural disasters, or cyberattacks have emphasized the need for robust risk management and resilience. Companies are adopting diversification strategies, innovative technologies, and frameworks to predict and mitigate risks. Strengthening resilience ensures businesses can adapt quickly and maintain operations under volatile conditions.