The infographic examines how the COVID-19 pandemic exposed weaknesses in global supply chains and demonstrates how AI-driven demand sensing can improve resilience during major disruptions. Panic buying, retail stockouts, supplier delays, customs disruptions, and sudden shifts in consumer demand caused forecasting errors to rise sharply and made traditional planning methods ineffective. While some organizations abandoned AI in favor of human instinct, companies that used proven, at-scale AI solutions achieved significantly better results. AI embedded in demand sensing software reduced forecasting errors by 30–37% during the peak of the pandemic and helped organizations respond more effectively to volatility and service risks. The infographic emphasizes that future supply chain resilience de

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