Process mining is an emerging discipline providing comprehensive sets of tools to provide fact-based insights and to support business process improvements. This new discipline builds on process model-driven approaches and data-centric analysis methods. Through AI-based technologies, the analytical accuracy of process mining activities can be increased, enabling us to better understand complex process structures and gain better insight into end-to-end processes.