The New Imperative in Supply Chain Management: A Data-Driven Approach to Supplier Risk highlights the growing need for organizations to strengthen supply chain resilience through better risk visibility and analytics. Disruptions such as the Ever Given blockage in the Suez Canal, global semiconductor shortages, and delays in major manufacturing projects demonstrate how vulnerable supply chains can be to unexpected events. These incidents are not isolated but reflect broader challenges affecting global trade and operations. The eBook argues that traditional supplier risk management approaches are no longer sufficient in an environment where disruptions are becoming more frequent and longer lasting. Instead, organizations must adopt data-driven strategies that continuously monitor suppliers,

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