Stitch Fix, Inc.
GLOBAL OPTIMIZATION OF INVENTORY ALLOCATION

Abstract:

A plurality of desirability prediction values are determined by one or more machine learning models. A desirability prediction value of the plurality of desirability prediction values corresponds to a particular client and a particular product. A plurality of global constraints are determined. A plurality of products are allocated to a plurality of clients based on the plurality of determined desirability prediction values and the plurality of determined global constraints.