How prepare for production or service delivery are reshaped as AGI capability advances.

About 45% of the work in Prepare for production or service delivery 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 child occupations seeded, this score relies on the process description and lens. The activity spans pure knowledge work ('understand, design') to heavy physical execution ('build, and commission' manufacturing equipment). This necessitates a blend of digital engineering and hands-on factory floor setup, placing it firmly in the center of the hybrid band.
grounded in the economy graph · digital scalar 0.45 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Prepare for production or service delivery 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 or service delivery inherits.
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Trigger: Approval of the final aerospace product design and authorization to transition into manufacturing triggers this process.
Outcome: Production facilities, specialized tooling, and assembly lines are fully commissioned and certified to manufacture the final product.