公开(公告)号：US20210089985A1

公开(公告)日：2021-03-25

申请号：US16579251

申请日：2019-09-23

Applicant: Coupang, Corp.

Inventor： Bin GU ,  Xiang LI ,  Nan WANG ,  Li HUANG ,  Ke MA

IPC: G06Q10/06 ,  G06Q30/02 ,  G06N20/00

Abstract: The embodiments of the present disclosure provide systems and methods for outbound forecasting, comprising receiving an initial set of solutions comprising receiving a prediction of a regional sales forecast indicative of a customer demand for each stock keeping unit (SKU) in each region, receiving a prediction of a correlation of one or more SKUs that will be combined in customer orders in each region, receiving a prediction of a size of customer orders in each region, wherein a customer order profile is simulated based on the predicted correlation and the predicted size, receiving an inventory stow model that is generated using at least one of open purchase orders or past customer orders; and, predicting a FC for managing outbound of each SKU based on the predicted regional sales forecast, the simulated customer order profile, and the inventory stow model, and modifying a database to assign the predicted FC to each corresponding SKU.