How plan asset maintenance are reshaped as AGI capability advances.

About 50% of the work in Plan asset maintenance 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: Weighed the APQC lens 'Maintain productive assets', which anchors the overarching domain in physical operations. However, the specific process 'Plan asset maintenance' focuses on 'planning', 'strategies', and 'prioritizing tasks'—which are orchestration and information-processing activities. This refines the scalar upward into the hybrid band, as the work involves desk-based coordination and scheduling of physical resources.
grounded in the economy graph · digital scalar 0.50 · hybrid
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Trigger: An asset reaches a scheduled service interval, triggers a condition-based alert, or is flagged for repair.
Outcome: A comprehensive maintenance plan is finalized with allocated labor, secured parts, and a scheduled execution window.