From manual, time-consuming excel processes to automated and fast processes created with R and Knime and visualized by interactive Shiny Apps. Within Siemens Financial Services we started to self-enable our functional departments to develop their own applications to automate their processes with open-source tools like R and Knime. Interactive Reports are created to allow deeper analysis and more simulation possibilities through efficient programming and the usage of Cloud Services. In this talk we will present our existing infrastructure setup and our productive R Shiny applications in a live demo. Furthermore, we will give a short insight in our first AI projects.