Processes

Develop product plan

How develop product plan are reshaped as AGI capability advances.

ProcessesDevelop product plan
Develop product plan — illustrated

The bottom line

Roughly 85% of the work in Develop product plan 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 for this composite, the scalar is derived directly from the process name and industry anchor (Retail Trade). 'Develop product plan' is an analytical, information-centric process involving assortment planning, market forecasting, and strategic decision-making. Because the value-producing work consists entirely of data analysis and documentation performed via software surfaces, it strongly aligns with the digital band.

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.

Develop product plan 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 Develop product plan inherits.

Where Develop product plan sits

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How the work flows

Trigger: A new merchandising season approaches or market research identifies an unfulfilled consumer demand.

  1. Analyze historical sales data and emerging market trends
  2. Define target demographics and product categories
  3. Determine assortment breadth and depth
  4. Establish pricing strategies and margin targets
  5. Map sourcing requirements and product launch timelines
  6. Review and approve the final product plan

Outcome: A comprehensive product plan is finalized, specifying the seasonal assortment, pricing strategies, and rollout schedules.

Measured by

Product Planning Cycle TimePlanned Margin AccuracyTime To MarketAssortment Mix Accuracy