Style Theory is a fashion rental subscription platform that offers a technology and a business model that allows its subscribers to access a wide range of outfits through a monthly subscription. The company uses machine-learning algorithms to personalize clothing and fit recommendations for users based on their browsing and rental history and decide which designers and styles to carry.