How prepare vehicles and obtain regulatory certifications are reshaped as AGI capability advances.

About 40% of the work in Prepare vehicles and obtain regulatory certifications 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: No child occupations are seeded for this process. The process name 'Prepare vehicles and obtain regulatory certifications' indicates a blend of hands-on physical work (vehicle preparation, pre-delivery inspections) and administrative work (filing compliance paperwork and digital reporting), placing it in the hybrid band.
grounded in the economy graph · digital scalar 0.40 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Prepare vehicles and obtain regulatory certifications 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 vehicles and obtain regulatory certifications inherits.
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Trigger: A new vehicle model or production configuration requires approval for market entry.
Outcome: The vehicle receives official certification from regulatory agencies, permitting legal sale and distribution in the target market.