Processes

Perform workforce planning

How perform workforce planning are reshaped as AGI capability advances.

ProcessesPerform workforce planning
Perform workforce planning — illustrated

The bottom line

Roughly 85% of the work in Perform workforce planning 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 scalar is derived from the PCF lens 'Develop and manage human resources (HR)' and the process description. While general HR work spans a hybrid 0.4–0.7 range, 'Perform workforce planning' specifically involves evaluating market conditions, corporate strategy, and identifying skill gaps—purely analytical, knowledge-based tasks performed via software and data analysis, placing it firmly in the digital band.

grounded in the economy graph · digital scalar 0.85 · digital

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How the work flows

Trigger: The annual strategic planning cycle commences or a significant shift in business objectives dictates a need to realign human resources.

  1. Review corporate strategy and business objectives
  2. Inventory current workforce headcount and skill profiles
  3. Forecast future talent and capability requirements
  4. Identify skill gaps and capacity shortages
  5. Define minimum skill thresholds for required roles
  6. Formulate a strategic talent acquisition and development plan

Outcome: A finalized workforce plan is established, detailing required roles, skill gaps, and talent acquisition or development targets to meet strategic goals.

Measured by

Workforce Forecasting AccuracySkill Gap Closure RateTime To Complete Workforce PlanCritical Role Vacancy Rate