How provide certification enablement training are reshaped as AGI capability advances.

Roughly 85% of the work in Provide certification enablement training 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, the evaluation relies on the PCF lens 'Develop and manage sales plans' and the process description of providing training and certification for sales strategies. This represents knowledge-intensive work focused on information dissemination, strategy development, and digital enablement, which is fundamentally software-addressable knowledge work.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: A new marketing-driven sales strategy is introduced or a personnel competency gap requires formal certification.
Outcome: Personnel are formally certified and equipped to execute the targeted marketing-driven sales strategies in the field.