Products classification by learning machine

Common-Services develops the Flux module for Prestashop for and its joint offer with Cdiscount.
The problem is that Cdiscount has almost 15,000 possible product categories to date and has listed 44 million products.
The difficulty for the merchant is to be able to classify his products into these many categories correctly.
The challenge for us initially was to achieve automatic categorization