Software AG Zementis ML Workbench is an open-source machine learning and artificial intelligence platform that allows Data Scientists to solve business problems faster and quicker. Users can build model prototypes and convert them to an actual project. The modeler helps from data preparation to model building and deployment and the tool supports a large variety of algorithms that can be run without a single line of code. The web-based tool has various components which help Data Scientist of different skill levels to perform several model building tasks and provides deployment-ready PMML files which can be hosted as a REST service.