With the emergence of machine learning (ML) techniques into Industry 4.0 applications, increasing volumes of data are required to train ML applications. The project I am working on explores novel business models for business-to-business (B2B) data sharing and designs new methods and tools to govern data sharing – supporting data ecosystems. My end goal is to design technical solutions to support versioning, encryption, differential privacy, licensing, maintaining and collaborating around shared data sets.