Manual inspection of electrode coating uniformity, cell stacking alignment, and weld integrity cannot scale to meet the throughput and zero-defect demands of modern battery gigafactories. A custom automation workflow replaces this bottleneck with high-speed 2D/3D and thermal vision systems integrated directly into the production line. The operational upside is direct: preventing the escape of microscopic defects that cause thermal runaway, reducing scrap cost, and enabling full traceability for quality assurance and regulatory compliance across millions of cells.




