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From traditional search to knowledge graph-powered engine: The Leroy Merlin Brazil quotation generator experience
FULL
Wednesday May 27, 2026 15:30 - 16:00 CEST
🤖 DATA/AI ARENA
Limited Capacity full
Adding this to your schedule will put you on the waitlist.
The Quotation Generator is an innovative solution designed to fully automate the creation of customer quotes, transforming a traditionally manual, time-consuming process into a seamless digital experience. At the heart of this initiative lies a critical challenge: accurately interpreting free-text inputs and recommending the right combination of products to build a complete and reliable quote.

In the second half of 2025, with the strategic support of Adeo and in partnership with TheOdo, we explored different approaches to address this challenge. In particular, we experimented with several search and matching techniques, including knowledge graph–based methods, to evaluate their potential for improving product recommendation and quote generation.

In this presentation, we will describe the experiments we conducted, the evaluation frameworks we developed to measure performance, and the results obtained across the different approaches. We will also share the key insights and lessons learned from this exploration, including cases where traditional methods proved more effective than more complex alternatives and which experiments performed better in a production environment.
Speakers
avatar for Lucas Eduardo De Cesar Morais

Lucas Eduardo De Cesar Morais

Data Scientist, Leroy Merlin Brazil
Lucas is a **Data Scientist at Leroy Merlin Brazil** and a **Pure Mathematics undergraduate at the University of São Paulo (USP)**. He has worked on several AI initiatives within the company’s digital ecosystem.

He started three years ago, as an intern, working on the **Sales... Read More →
avatar for Leandro Marcelo Domingues Galvao

Leandro Marcelo Domingues Galvao

Data & AI Manager, Leroy Merlin Brazil
Since 2022, Leandro Galvão has been part of Leroy Merlin Brazil, where he currently serves as Data & AI Manager. In this role, he leads key initiatives across multiple areas, including Offer, Supply, and Marketing, leveraging his expertise in data strategy, team leadership, and process... Read More →
Wednesday May 27, 2026 15:30 - 16:00 CEST
🤖 DATA/AI ARENA 135 Rue Sadi Carnot, Ronchin, France
  Data / AI, Talk

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