Covid-19 resulted in major disruptions across the globe, and revealed the need for resiliency in the supply chain. Supply chain leaders realized that they needed visibility into their operations to prepare for another pandemic-like event. Since then, the Russia-Ukraine war, US-Chinese trade disputes, and labor strikes have also contributed to supply chain stoppages, and has showed that the pandemic was not a one-of-event. In the last survey by McKinsey, 49% of fashion executives answered that supply chain disruptions would impact operations the most in 2022.