In this episode, we will introduce Afresh, explore the concept of demand forecasting, and discuss the critical role of promotions in grocery forecasting. We will also examine Afresh’s technical solution, which combines deep learning with a carefully curated set of data inputs to create an accurate, promotion-aware demand forecasting system.

For more details, you can refer to their published tech blog, linked here for your reference: 

https://medium.com/afresh-engineering/buy-one-get-one-free-promotion-aware-demand-forecasting-for-groceries-857838c6871f