The current trend goes towards hybrid products consisting of hardware and additional data-driven software services to distinguish from competitors. These additional services aim to provide added value for customers by optimizing customer experience or offering deeper insights and data analysis options (e.g. predictive maintenance). However, offering additional data-driven services requires access to selected data for the manufacturer or other service providers. Companies are highly sensitive when it comes to accessing data, as it contains specific know-how which is reflected in the sensor data.