Processes

Determine resource requirement

How determine resource requirement are reshaped as AGI capability advances.

ProcessesDetermine resource requirement
Determine resource requirement — illustrated

The bottom line

Roughly 85% of the work in Determine resource requirement 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 seeded child occupations, this score relies on the process name 'Determine resource requirement' and its lens prior. Determining and forecasting resources for an airline is fundamentally an analytical and planning function—calculating personnel, fleet, and financial needs based on schedules and data—making it a highly digital information-transformation task.

grounded in the economy graph · digital scalar 0.85 · digital

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

Determine resource requirement sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Determine resource requirement inherits.

Where Determine resource requirement sits

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How the work flows

Trigger: A seasonal planning cycle begins or a revised flight schedule and passenger demand forecast is published.

  1. Analyze projected flight schedules and passenger demand forecasts
  2. Determine required aircraft types and fleet availability
  3. Calculate flight and cabin crew requirements based on block hours and duty regulations
  4. Estimate ground support, gate operations, and maintenance resource needs
  5. Identify resource gaps or surpluses against current capacity
  6. Finalize and distribute the resource requirements plan to operational departments

Outcome: A comprehensive resource requirements plan detailing aircraft, crew, and ground support needs is finalized and distributed.

Measured by

Resource Forecast AccuracyPlanning Cycle TimeResource Utilization RateResource Shortfall Incidents