Algorithms to Style People: Stitch Fix Applies Data to Fashion

Case Code: ITSY096
Case Length: 13 Pages
Period: 2011 - 2019
Pub Date: 2018
Teaching Note: Available
Price: Rs.300
Organization: Stitch Fix
Industry: Fashion; E-commerce
Countries: US
Themes: Analytics, Big Data Strategy
Global Economic Impact of Coronavirus – Assessment and Mitigation (B)
Abstract Case Intro 1 Case Intro 2 Excerpts

The origins

After completing her BA in Economics (with Honors) from Stanford University in 2005, Lake took up a consulting job where she assessed data for the restaurant and retail industry. In the course of her work, Lake saw that though several consumers wanted to purchase apparel online, it was tough for them to filter the thousands of choices available and narrow down to the ones that suited their requirements. She recognized that the challenge was, “How can we marry the ease of shopping online with what people want in clothes, which is really about fit and style?” ..

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