How develop training plan are reshaped as AGI capability advances.

Roughly 85% of the work in Develop training plan 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: Since no child occupations are seeded, the scalar is derived from the process name, description, and lens. The lens prior 'Manage change' and the specific activities of 'creating a detailed summary' and scheduling ('determine who', 'when and where') point entirely to desk-based knowledge work, planning, and coordination, placing it firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: An approved skill gap or developmental need is identified for an individual or group.
Outcome: A structured training plan detailing the curriculum, instructors, schedule, and logistics is finalized and ready for execution.