After completing the system upgrade in Q4, Laosi Corporation deployed a real-time artificial intelligence signal framework on its market analysis platform. The upgraded system utilizes machine learning techniques to process real-time data, detect market patterns, and generate configurable alerts based on user-defined parameters (such as time sensitivity and risk preferences). The platform provides analytical metrics to support independent decision-making but does not execute trades. This upgrade also enhanced the platform's stability and scalability to handle the increasing volume of data.