Testing the weldability of multi-sheet joints, e.g. 3-sheet joints, is an important technical prerequisite for the producibility of car bodies. Testing so far has been mainly done by experiment. Read in this article how a dedicated machine learning model is now used to forecast the weldability of multi-sheet joints and, therefore significantly reduces the experimental testing effort.