Bilibili has seamlessly integrated Alibaba's advanced large model, Tongyi Qianwen 3, along with its VL model, to develop InsightAgent—an intelligent agent designed for data insights. This integration aims to significantly enhance the operational efficiency of commercial platforms like 'Spark' and 'Bidder'. During the annual 618 shopping festival, InsightAgent played a pivotal role in elevating the commercial order completion efficiency of 'Spark' by more than 500% and boosting the data insight efficiency of 'Bidder' by over 300%.