The document discusses "The YES", an e-commerce company that aims to provide a personalized shopping experience for women using artificial intelligence. Some key points: - The YES uses customer data and fashion algorithms to provide tailored product recommendations and has partnered with various fashion brands. - Since launching in May 2020, it has acquired 30,000 users but its algorithms need improvement to better convert users to customers. - It faces a decision on whether to invest in more customer acquisition to improve its algorithms through more data, or focus on optimizing its existing offering and algorithms first before acquiring more customers. - Going forward, it is suggested The YES optimize its algorithms and marketing, focus on the "Fashion Follow