How manage labor relations are reshaped as AGI capability advances.

About 60% of the work in Manage labor relations 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: Because there are no seeded child occupations, the score is derived from the APQC lens 'Manage employee relations' (a Human Capital process typically in the 0.4–0.7 range) and the process description. Managing labor relations, collective bargaining, and employee grievances blends desk-based knowledge work like drafting agreements with intensive, human-centric interpersonal communication like negotiation and mediation, placing it firmly in the hybrid band.
grounded in the economy graph · digital scalar 0.60 · hybrid
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Trigger: A collective bargaining agreement nears expiration or a formal grievance is submitted by an employee or union representative.
Outcome: A legally compliant collective bargaining agreement is ratified and individual employee grievances are formally resolved.