Credit institutions are increasingly using or examining the use of machine learning methods to speed up processes, reduce costs and make data available. However, the use of such methods is also accompanied by risks, which are subject to supervisory requirements. At the same time, the financial industry would like to see a clear communication of supervisory expectations regarding the use of machine learning.