Mariana J Pop, Age 494507 Skyline St, Bentonville, AR 72712

2017016, Jun 15, 2017

Dec 2, 2016

15/367530

- Bentonville AR, US
Rahul Tripathi - Bentonville AR, US
Anindya S. Dey - Bangalore, IN
Mainak Mitra - Kolkata, IN
Manish K. Barnwal - Burdwan, IN
Mariana Pop - Bentonville AR, US
Nikesh K. Srivasatava - Bangalore, IN
Stephen Steel - Bentonville AR, US
Yashas Bharadwaj - Bentonville AR, US
Aaron Ryan - Rogers AR, US
Paul Schaefer - Bella Vista AR, US
Lakshmi Bhaswanth Ramireddy - Bentonville AR, US

G06Q 30/02
G06Q 10/08

In some embodiments, apparatuses and methods are provided herein useful to forecasting product demand. In some embodiments, a system comprise a forecasting control circuit to: apply each of a plurality of different models to forecast demand of a first product over a first historic period generating historic forecasted demands of the first product, wherein at least a first model uses selected one or more variables that are predicted to have an uncharacteristic effect on predicted demand; select one of the models and apply the model in generating a forecasted future demand, wherein the selection of the model is based on a difference between each of the generated historic forecasted demands and actual sales; and identify actions to modify inventory of the first product at the first shopping facility based on the forecasted future demand.