NovAI Autonomy and Robotic Welding Capital Timing
NovAI’s ABB and Yaskawa expansion changes the proof required in a robotic-welding capital review, but it does not justify delaying a needed structural-welding capacity investment.
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Robotic Welding Capital: Approve the Cell Only When Fit-Up Is Under Control
Robotic welding can expand capacity, but it cannot correct inconsistent parts, weak fixtures, material delays, or unclear ownership. The capital decision should begin with evidence that the upstream process is ready for automation.
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