How manage remediation efforts are reshaped as AGI capability advances.

Roughly 85% of the work in Manage remediation efforts 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: Lacking child occupations, the evaluation relies on the process name and description. The process explicitly centers on administrative knowledge work—creating plans, consulting experts, resolving legal concerns, and formulating policy—rather than performing the physical remediation itself, placing it firmly in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: An audit finding, regulatory violation, or business incident identifies a compliance gap requiring corrective action.
Outcome: Remediation activities are completed, compliance is restored, and updated corporate policies are established.