Future outlooks of financial KPIs are key to steer Mercedes-Benz business. In the past these outlooks where tediously collected and calculated with a lot of manual effort. Lately, such outlooks are often generated by Machine Learning based forecasts. After successfully working on more than 25 financial KPI forecasts, Mercedes-Benz packed all their knowledge into a software package. Using Dataiku, they are able to put this package at the fingertips of business users, enabling them to combine their business expertise with state-of-the-art machine learning.