predictive maintenance
AI Tools Fail to Cut Downtime - Here's the Fix
AI tools often promise reduced downtime, yet most fail because they ignore the nuances of real-world shop floors; the fix lies in targeted predictive maintenance, modular IoT, and industry-specific models that speak the language of metal fabrication. In a 12-machine metal shop, an AI-based predictive maintenance model cut unscheduled downtime