By comparing all product features, double, alternative or comparable products can be detected and adjusted in a moment.

Serving your customers in the most friendly way means that you offer the right products or combination of products. Using the powerful variant detection algorithms allows you to offer similar products, comparable products and accessoires, based on the features of the products. It can also be used to create logical product families, for example on your website.

Our solution

Squadra Machine Learning Com­pany has developed a set of variant detection algorithms which allow you to process your complete product dataset and detect meaningful relations between your products. It can be used for the following purposes:

Accessoires and compatible products

Our Machine Learning algorithms analyze the features of all products and determine accessoires and compatible products. E.g. electronic devices with a display over USB-C possibility. It can be extended using sales data to filter the combinations that are sold in pairs frequently.

Similar products

Our algorithms can find similar products from different suppliers, so that for example you can offer customers alternatives for a certain product against a better price or margin, or offer alternative products in case a product is not on stock. To limit the number of alternative products, our algorithm uses smart technology to determine the most important features.

Our platform can be customized to support any available product information standard and lan­guage.

In practice

Office Depot provides business supplies and services to help their customers to be more productive, core office supplies, print and document services, business services, facilities products, furniture, and school essentials. Office Depot uses the variant detection algorithm to find similar products and to group products into families.


We are happy to help you

Guus van de Mond

"The development and application of innovative solutions is the strength of our team. I would like to get in touch with you to discuss the possibilities for your organization.''

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