Dr Christoph Tempich works as chief data economist at Inovex GmbH, an innovative service provider for digital transformation projects. He watches over the economic aspects of digital transformation and takes a strategic view on data economics. Furthermore, he supports companies in defining data products and improving their digital business models. Customers include mobile.de, 1&1, Robert Bosch, Deutsche Telekom, Allianz. He is an invited speaker for the success factors of data products, for applying machine learning and deep learning and for managing change in digital transformation initiatives. He received his PhD from the University of Karlsruhe in 2006, where he carried out research on applications of artificial intelligence. Follow updates on Twitter @ctempich.