Today, operators are often dealing with machine sensors and event logs in a rather passive way: reading failure notifications, performing post-mortem analyses, etc. A more active way could enable them to better understand the behaviour of the machines, recommend adjustments or predict failures before they actually occur. For that purpose Xeikon and Sirris studied how to develop such pro-active approaches for printers.