By applying machine learning and artificial intelligence to data from industrial processes, their availability can be increased and maintenance costs reduced. The big challenge is the widespread inclusion of all relevant components and system parts, as this is the only way to leverage the potential for cost savings. The combination of human and artificial intelligence makes this step possible.