Intelligent Automation in Manufacturing: Hard-Won Lessons from the Factory Floor
The journey toward intelligent automation in manufacturing is rarely a straight line. After spending years working alongside production teams, engineers, and plant managers implementing automation strategies across multiple facilities, I've witnessed firsthand how transformative these technologies can be—and how challenging the path often proves. The stories from the factory floor reveal patterns that no white paper or vendor presentation can fully capture: the moments when legacy SCADA systems refuse to communicate with new IIoT sensors, the shift supervisor who becomes your greatest advocate after initial resistance, and the unexpected efficiency gains that emerge from places you never anticipated. These real experiences shape how we approach digital transformation in modern manufacturing environments. One of the most instructive experiences came during a brownfield implementation at a mid-sized automotive components facility. The plant had been operating for nearly four decades,...