Product identification with machine learning

A method, comprising:

• receiving, by one or more processing circuits, via a user interface, a selection of a product, the product having a first category and a description;
• determining, by the one or more processing circuits, based on a query of a database, a status of the product;
• retrieving, by the one or more processing circuits, based on the status of the product, a plurality of descriptions of a plurality of products, the plurality of products having the first category;
• providing, by the one or more processing circuits, to a machine learning (ML) model, the plurality of descriptions and the description of the product to cause the ML model to generate one or more outputs that represent correlations between the product and one or more products of the plurality of products;
• identifying, by the one or more processing circuits, based on the one or more outputs, the one or more products of the plurality of products;
• and
• providing, by the one or more processing circuits, via the user interface, a recommendation to replace the product with the one or more products of the plurality of products.

One or more non-transitory computer-readable storage media storing instructions thereon that, when executed by one or more processors, cause the one or more processors to perform operations comprising:

• receiving, via a user interface, a selection of a product, the product having a first category and a description;
• determining, based on a query of a database, a status of the product;
• retrieving, based on the status of the product, a plurality of descriptions of a plurality of products, the plurality of products having the first category;
• providing, to a machine learning (ML) model, the plurality of descriptions and the description of the product to cause the ML model to generate one or more outputs that represent correlations between the product and one or more products of the plurality of products;
• identifying, based on the one or more outputs, the one or more products of the plurality of products;
• and
• providing, via the user interface, a recommendation to replace the product with the one or more products of the plurality of products.