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. 😄

with one of our new clients in central europe.. the results blew us all away. 🙂

i do not know much yet about all current painpoints, but main point is, the ceo says, we are having somewhat 70 projects in the pipeline, yet only 5 full timers that do not seem to close any of the projects to a proper deal anytime soon, or rather sooner then later. What he said I am translating it." Any ideas from you guys, - my thoughst so far - my first thinking was - hmm they need a AI driven scoring system of some sort in order to know which of the 70 projects the 5 workers to focus on, but perhaps they have much more basic issues such as non digital processes or other inefficient things.. i am also not sure to what extent i should go for the GHL route, as I am not really a full expert in that system myself yet and still learning a lot. I guess i will try and ask the COO as many qeustions as possible. thanks for inputs.. als with regards to the questions to ask. best, Saba.

I am trying to get my head around this tool and its integration to pipedrive crm, I think I am giving up- one last call out if anybody is out there with the same combination and ready for exchange of experience please just dm me or comment. many thanks all the best. - Michael

anybody with experience in this field ? many thanks all best, A.