Treasure Data assists large businesses in managing and analyzing their customer data to enhance marketing efforts and improve customer experiences. The company operates in the customer data platform (CDP) market, collecting and organizing data from various sources to provide a unified view of each customer. Unlike its competitors, Treasure Data offers predictive analytics tools that help businesses forecast future trends based on historical data. The goal is to improve operational efficiency and marketing personalization through a subscription-based service.