How manage air crew qualifications are reshaped as AGI capability advances.

About 65% of the work in Manage air crew qualifications 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: Since there are no seeded child occupations, I relied on the process name and description. 'Managing air crew qualifications' and tracking compliance is a highly administrative and digital function; however, the process also entails conducting and overseeing the required periodic training (which involves physical simulators, check rides, and in-person evaluations), placing this work in the high-hybrid band.
grounded in the economy graph · digital scalar 0.65 · hybrid
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage air crew qualifications 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 Manage air crew qualifications inherits.
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Trigger: A crew member is hired, reaches a compliance renewal deadline, or transitions to a new aircraft type.
Outcome: The crew member completes all required training and holds valid, recorded certifications for active flight duty.