Client case studies > Optimising promotional investments via a data-driven commercial action plan

Data-driven strategy

Optimising promotional investments via a data-driven commercial action plan

  • Data-led strategy
  • Data science & AI
  • Retail & e-commerce
Optimiser ses investissement Promo via un plan d’action commercial data-driven


Our client, a major player in the ready-to-wear market in Europe, is undergoing the structural change in the clothing market and the loss of value caused by the practice of permanent promotion. 

Our client wishes to better understand the factors explaining its commercial performance, in particular the contribution of promotion to this performance, and to increase the effectiveness of its annual commercial action plan (CAP).

The main objectives are
  1. 01.

    Better understand the drivers of sales efficiency and quantify the impact of the promotion

  2. 02.

    Optimize promotional investments and choose the most effective offers regarding the given business objectives (inventory sales, etc.)

  3. 03.

    Build a simulation tool to test different promotional scenarios characterized by offers, promising products, validity periods

  • Data visualization to easily understand the performance of past commercial operations
  • Algorithm for predicting future business performance
  • Commercial results simulator: calculation of commercial performance for different promotional scenarios over future periods

Key expert

Elodie Prodhomme

Elodie Prodhomme

Data Science Director

  • Decision support for promotional scenarios and operational efficiency gains
  • Improvement of the commercial performance of promotional offers

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