More and more automotive parts plants are moving from single-machine automation to complete line integration, where upstream process analysis, line balancing and connected quality data decide success.

Integrators with full-stack capability in mechanical design, electrical control, robotics, vision, software and commissioning will play the key role in this upgrade.