Digital transformation and development is a national development strategy. Through digital development, enterprises can make full use of resources in a complex and changing external environment, improve the resilience of their supply chains, and effectively cope with exceptional risks. Through rooted analysis, this paper analyzes cross-border durian foreign trade enterprises, and draws three core categories of digital transformation and development, intelligent operation, and supply chain resilience, and makes clear the internal logical correlation between the three: Based on the development of digital transformation, enterprises can realize intelligent operation. Through these two stages, enterprises can use resources more efficiently, prevent risks, and enhance the resilience of enterprise supply chain.