---
title: "The right stock at the right time at Monoprix, thanks to AI sales forecasting — Marsanne Studio AI watch"
description: "The Casino group uses machine learning to forecast demand and optimise stock across its 6,400 points of sale."
url: "https://marsanne.studio/en/ai-watch/the-right-stock-at-the-right-time-at-monoprix-thanks-to-ai-sales-a7df95/"
lang: "en"
---

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Case study · 2 October 2026

# The right stock at the right time at Monoprix, thanks to AI sales forecasting

Original title, in French: “Le bon stock au bon moment chez Monoprix grâce à l’IA de prévision des ventes”

**Publication**

La Revue du Digital (France)

**Author**

Alain Clapaud

**Published on**

2 October 2026 · read in the page metadata · updated on 5 October 2026

## Summary

The Casino group, which includes the Monoprix, Casino, Franprix, Naturalia, Vival, Spar and Cdiscount brands, with a total of 6,400 points of contact, uses machine learning to forecast demand and optimise stock management. This technology supplements conventional sales forecasting algorithms, in a complex logistics context arising from the number of brands and points of sale. The aim is to ensure products are available on shelves, as a missing product frustrates customers.

Summary based on the full text of the article.

[Read the article on La Revue du Digital →](https://www.larevuedudigital.com/le-bon-stock-au-bon-moment-chez-monoprix-grace-a-lia-de-prevision-des-ventes/)

## Figures cited

-   6,400 points of contact
    
    Number of points of contact of the Casino group
    
    Casino group, all brands (Monoprix, Casino, Franprix, Naturalia, Vival, Spar, Cdiscount)
    
    > « Avec ses 7 marques Monoprix, Casino, Franprix, Naturalia, Vival, Spar et CDiscount, le groupe Casino compte 6 400 points de contact. »
    

## Classification

**Country**

France

**Company size**

Large companies

**Industries**

Retail and distribution, e-commerce · Transport, logistics, supply chain

**Companies**

Franprix (cited), Naturalia (cited), Spar (cited), Groupe Casino (deploys AI), Monoprix (deploys AI), Cdiscount (cited), Vival (cited)

**Keywords**

sales forecasting, machine learning, stock management, retail, logistics, retail

Entry written by Marsanne Studio from the cited article, with the help of an AI model (claude-sonnet-5). The rights to the article and its illustrations belong to La Revue du Digital and its author. Entry translated from French by Claude Sonnet 5.5.