How determine resource and material requirements are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Determine resource and material requirements 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 Determine resource and material requirements inherits.
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Trigger: The approval of a master production schedule or the release of an engineering bill of materials for an aerospace program initiates the planning process.
Outcome: A finalized material requirements plan and resource allocation schedule are established to guide procurement and shop floor execution.