Most machines are equipped as standard with sensors, hardware and software for process monitoring. However, these functionalities can also be used – with the use of suitable AI methods – for a meaningful machine condition monitoring. Depending on the situation and machine type, state characters are generated, from which the degree of damage of the machine can be deduced.