How plan and simulate manufacturing are reshaped as AGI capability advances.

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Trigger: A new vehicle program or major engineering change is approved for production feasibility.
Outcome: The manufacturing process is fully validated in a virtual environment with finalized routing, cycle times, and resource requirements.