How plan for prototyping and ramp-up are reshaped as AGI capability advances.

Roughly 85% of the work in Plan for prototyping and ramp-up is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: With no child occupations seeded, this scalar is derived from the process name 'Plan for prototyping and ramp-up' within its automotive manufacturing context. While prototyping itself yields physical outputs, 'planning' is inherently an information-transformation task that produces schedules, documentation, and system configurations via software. Without specific lower-level data, the band-center 'digital' value is applied to reflect this desk-bound coordination work.
grounded in the economy graph · digital scalar 0.85 · digital
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Plan for prototyping and ramp-up 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 Plan for prototyping and ramp-up inherits.
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Trigger: Approval of vehicle or component engineering designs and specifications initiates the planning phase.
Outcome: A finalized schedule, resource allocation, and facility readiness plan is established for prototype builds and subsequent mass manufacturing.