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BrazilRetail and e-commerce2025 – ongoing

Grupo Casas Bahia

Generative AI product classification and catalog enrichment

Casas Bahia's Google Cloud generative AI classified 95% of products correctly and cut manual review of half of all listings

WorkingCompany's own claim

Problem

Casas Bahia registers about 300 thousand new products a day. Items such as refrigerators were sometimes placed in generic or wrong categories, and listings needed manual review to meet attributes required by regulators.

Approach

The retailer used Google Cloud generative AI to classify products into categories and fill in detailed attributes automatically. Testing and a phased rollout continued, and the company expected to reach almost full automation of product registration.

Results

95%share of products correctly classified, per Casas BahiaCompany's own claim[1]
300 thousandnew products registered per dayCompany's own claim[1]
50%share of listings that no longer need manual review for mandatory attributes, per Casas BahiaCompany's own claim[1]

Takeaway

Better catalog data was also expected to help the platform's search, recommendation and similar-product models.

Categories

Innovation type
Process innovation
AI technology
Generative AI
Evidence
Company's own claim

Sources

Source summaries

[1]Mercado & Consumo3 Feb 2025

The article reports that Casas Bahia uses Google Cloud generative AI to classify products and fill attributes. It gives 95% correct classification, about 300 thousand new products a day and 50% of listings without manual review.

Full details are in the original sources.

Added 1 Nov 2026 · Updated 1 Nov 2026
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