How create item attributes are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Create item attributes 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 item attributes inherits.
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Trigger: A new product is approved for sourcing or an existing product requires specification updates.
Outcome: The item has a complete, validated set of standardized attributes published to the central item master data system.