AI and machine learning (ML) play an increasingly important role in shaping the supply chain future. Just to mention some of them: They are used in demand planning processes, forecasting, inventory management and in the area of automated scheduling. But that's far from everything. We would like to provide deeper insights and taking you through our development labs. We will outline planning holistically and as a central tool for controlling company processes and thus include autonomous processes on the entire shop floor level. The modelling of a digital twin will form the elementary basis for this.