Automated PCB Depaneling and Tray Handling for AI Hardware Manufacturing

Automated PCB depaneling is becoming more relevant as AI hardware moves from engineering samples into higher-volume production. For a factory, however, the challenge is not simply separating PCBs faster. The bigger question is what happens after separation. Who removes the finished boards?Where are they placed?How are trays exchanged?How much operator handling is still required? When production runs across multiple shifts, these small steps can become a surprisingly large part of the manufacturing cost. 🤖 Why AI Hardware Needs a Different Production Approach AI servers, accelerator systems, communication equipment, and other high-performance electronics often use densely populated PCB assemblies. Manufacturers can separate and transfer multiple boards from a single panel without […]