Processes

Plan distribution requirements

How plan distribution requirements are reshaped as AGI capability advances.

ProcessesPlan distribution requirements
Plan distribution requirements — illustrated

The bottom line

Roughly 85% of the work in Plan distribution requirements 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: Though no performing occupations are seeded, the APQC process description ('Maintaining master data', 'Calculate load plans', 'Create and administer a dispatch plan') and the lens ('Plan for and align supply chain resources') point to pure knowledge and computational work. Unlike the physical delivery of goods, the planning and data-management aspects of distribution are executed entirely via digital software systems.

grounded in the economy graph · digital scalar 0.85 · digital

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How the work flows

Trigger: Receipt of updated demand forecasts and current inventory levels triggers the need to schedule product distribution.

  1. Maintain master data for finished products and current inventory
  2. Identify finished product requirements across destinations and partners
  3. Calculate source consolidation and determine replenishment needs
  4. Develop and administer the dispatch plan
  5. Calculate load plans to maximize transport capacity
  6. Analyze and manage the costs associated with supplying products

Outcome: A finalized dispatch and load plan optimizes transport capacity and budgets the delivery of finished goods to destinations.

Measured by

Capacity Utilization RateDistribution Cost Per UnitOn-Time Dispatch RateReplenishment Plan Accuracy