Processes

Develop consensus forecast

How develop consensus forecast are reshaped as AGI capability advances.

ProcessesDevelop consensus forecast
Develop consensus forecast — illustrated

The bottom line

Roughly 85% of the work in Develop consensus forecast 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, this scalar is derived from the process name, description, and lens. The lens 'Manage service delivery resources' indicates orchestration and planning. The description specifies 'analyzing baseline forecasts and customer input' to arrive at a consensus. These are purely cognitive, data-centric tasks—manipulating information, modeling demand, and collaborating—which place the work squarely in the digital band.

grounded in the economy graph · digital scalar 0.85 · digital

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How the work flows

Trigger: Initial baseline demand forecasts and field sales inputs are generated for the upcoming planning cycle.

  1. Gather baseline statistical forecasts
  2. Collect sales and customer input data
  3. Compare statistical baselines against field inputs
  4. Facilitate consensus meetings to resolve variances
  5. Adjust forecast figures based on cross-functional agreement
  6. Finalize and approve the consensus forecast

Outcome: A unified, agreed-upon demand forecast is approved and published for enterprise supply and financial planning.

Measured by

Forecast AccuracyForecast BiasConsensus Cycle TimeMean Absolute Percent Error