How prepare for production and marketplace introduction are reshaped as AGI capability advances.

About 60% of the work in Prepare for production and marketplace introduction is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.
Why: With no seeded child occupations, the scalar is derived from the process name and its manufacturing industry anchors (Aerospace, Apparel, Chemical). 'Preparing for production' in these sectors is a hybrid effort, blending digital information work (drafting bills of materials, production scheduling, ERP setup) with physical, hands-on tasks (prototyping, tooling configuration, and factory floor trial runs).
grounded in the economy graph · digital scalar 0.60 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Prepare for production and marketplace introduction 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 Prepare for production and marketplace introduction inherits.
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Trigger: A final product design is approved and authorized for commercialization.
Outcome: The product is actively manufactured at scale and available for commercial sale.