How create manufacturing demand planning are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Create manufacturing demand planning sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Create manufacturing demand planning inherits.
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Trigger: The periodic sales and operations planning cycle initiates or updated dealer sales forecasts are received.
Outcome: A consensus-driven manufacturing demand plan is finalized and distributed to guide production scheduling and materials procurement.