Demand forecasting

At a glance

What you provide
Sales history, stock, stockouts, promotions and seasonality
What AI prepares
Demand estimates and suggested quantities with their assumptions
What your team decides
Review stockouts and temporary demand effects before deciding actual orders.

How the work moves forward

  1. Prepare the source

    Sales history, stock, stockouts, promotions and seasonality. Confirm permitted use and the information needed for this task.

  2. Prepare with AI

    Demand estimates and suggested quantities with their assumptions. Keep the source and assumptions available for review.

  3. Review and use

    Review stockouts and temporary demand effects before deciding actual orders.

What to check before rollout

Test with representative work examples. Compare preparation time, correction effort and missed items with your current process. Decide how to handle missing data and exceptions, and confirm the integrations your existing systems allow.

Related workflows

Tell us about your work.

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