My personal, traditional future as Java Engineer in the Maschinebuilder world seems to be over soon..
As AI models become more sophisticated and integrate additional data sources (vibration, thermal imaging, process parameters), the accuracy and scope of predictive maintenance will continue to improve. Digital twins—virtual replicas of physical machines—will further enhance the ability to simulate maintenance scenarios and optimize service strategies. For machine builders, embracing AI-driven power consumption analysis is no longer a futuristic luxury but a strategic necessity. Those who implement these technologies effectively will deliver more reliable, efficient, and customer-centric solutions while strengthening their competitive position in an increasingly digital global market. The message is clear: by listening carefully to the electrical “voice” of their machines, manufacturers can move from simply building great equipment to guaranteeing its intelligent, long-term performance. So Yes, whilst AI Applications in the B2C arena are debated by the EU Regulations what is correct and what not allowed, in the Industry's that yet have keept the EU economoies alive and competive worldwide we are now reaching a point of no return, only less then 5% of the people will be needed within the next 10 years. Ps. and what we are going to do with all these people then, that will be unemployeed.. ? easy answer - I would say - they all become Yoga teachers. 😄