This article provides an in-depth insight into the transformative power of AI for the entire supply chain. It highlights the most important areas of application, from demand forecasting to autonomous logistics, analyzes the key benefits such as increased efficiency and sustainability and highlights the key challenges and risks. A practical implementation guide provides companies with the tools they need to successfully shape the transformation to an intelligent and resilient supply chain.