Physical AI Enables Adaptive Welding Automation

Industrial robots have traditionally been deployed on a simple premise: define the task, program the path, constrain the environment, and repeat. That model has delivered enormous value in stable, high-volume production, but it also explains why variable processes remain difficult to automate.

Manufacturers now face skilled labor shortages, rising productivity demands, shorter product cycles, more changeovers, less predictable part presentation, and tighter quality requirements. In this environment, automatio..