Machine Learning algorithms are used to predict demand and sales in supply chain planning, in particular in retail and consumer products.

Read this excellent introduction article about supply chain planning with machine learning: link.

On the kaggle platform, the ecuadorian grocery company Corporación Favorita has published a supply chain planning problem (Oct. 2017 – Jan. 2018) (link).