Stitch Fix, Inc. is an online personalized styling service company. The Company offers apparel, shoes and accessories across categories, brands, product types and price points. The Company serves its clients in the following categories: Women’s, Petite, Maternity, Men’s and Plus. The Company also offers a wide variety of product types, including denim, dresses, blouses, skirts, shoes, jewelry and handbags. The Company’s data science capabilities fuel business consist of rich and growing set of detailed client and merchandise data and proprietary algorithms. The Company uses data science throughout its business, including prediction of purchase behavior, forecast demand, optimize inventory and design new apparel.