SAP SE
AUTOMATED DATA PROCESSING BASED ON MACHINE LEARNING

Abstract:

The present disclosure relates to computer-implemented methods, software, and systems for utilizing tools and techniques for providing data that can be used for prediction and automation of process execution. One example method includes that customer-specific data is joined with generic framework data based on identification of work item to create initial data. The generic framework data is for a generic workflow associated with multiple process scenarios. The initial data set is provided for predicting variable of a process scenario of the generic workflow. Machine learning prediction is performed for a instant process scenario execution at a customer environment. The initial data is adjusted based on provided data enhancement rules to generate an output data set. The output data set is provided for evaluation by an implementation of the machine learning algorithm to provide a prediction result for the process scenario execution.