We do pioneering work. Building on the best practices of quantitative asset management, we open up the potential of machine learning for investing in the capital market. Machine learning enables us to analyze more influencing variables without hypotheses, to recognize their interdependencies more precisely and to generate more precise information from the data noise of the financial markets - up to the early detection of market-relevant structural changes