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Demand forecasting for grocery and fresh retail.

Forecast every category for every store and dark store. New stores start from the ramp of the ones before them.

The app, in your trade's words.

This demo carries 240 stores and 55 months of invented history.

The demo dashboard for grocery and fresh retail: the year's forecast, actuals so far and a chart of actual against forecast.

What the pack sets.

Who plans
Category manager
Format
Supermarkets, Dark stores
Sales tree
Region, State, City and Store or Dark store
Supply tree
Distribution centre and City hub
Catalogue
SKUs in six families, such as Vegetables, Fruits, Dairy and eggs
Units
MT and rupees lakh
Calendar
A festival window that moves with Diwali.
Review steps
Store manager, then Category manager, then Category head
Output
Daily fresh order sheet

What is hard here.

  • Fresh categories turn fast. A number that is too high is thrown away, and one that is too low is a missed sale.
  • Dark stores open every month and arrive with no history.
  • A festival lifts some categories and cuts others.

Try this in the demo.

  1. Pick Dark stores and look at the new ones.
  2. Compare Vegetables with Staples in the festival months.
  3. Open a city and read each store.