Demand forecasting and replenishment science

Elements

The pieces this function usually contains in a large organisation:

• Forecast by item/store
• Event/weather effects
• Safety stock

Catalog items that already cover part of it

• Forecast mode INV-0056
• Prep list generation INV-0104
• Cash flow forecast BK-0095

What is not described

event and weather effects.

Classification

Status

Present partially

Fit

Element candidate

Suggested module

ANL: Smart Assistance & Local Analytics

Suggested attributes

Pro; priority Optional; always offline. Starting points only.

Cluster

Analytics, planning and sustainability

Public excerpts

S17

Archetypes and companies

Big-box, warehouse club and mass merchants; Supermarket and grocery chains; Apparel, department and specialty retail; Quick-service, coffee and franchised restaurants; Foodservice and broadline wholesale distribution.

Example companies in these archetypes: Walmart, Costco, Target, Sam's Club, BJ's Wholesale Club, Meijer, Kroger, Albertsons, Publix, Ahold Delhaize USA, H-E-B, Whole Foods Market. These come from general knowledge unless a source code is shown on the archetype page; it is not a statement that each company runs every element, and it implies no relationship.

Closest industry pages

• General merchandise and big-box stores
• Grocery and supermarkets
• Apparel and footwear retail
• Specialty retail (books, toys, sporting goods, jewelry, pets, crafts)
• Travel retail and duty-free
• Quick-service and fast casual
• Cafes, coffee shops and bakeries
• Wholesale food and grocery
• Wholesale: diversified, building and industrial supplies
• Wholesale electronics, office and technology distribution

Previous: Sales, margin and basket analytics. Next: Assortment, price and promotion optimisation.

Status is a hand review against catalog names and descriptions and can be wrong. See the method.