Core Insights - The financial industry is undergoing a digital transformation, with futures trading moving towards comprehensive intelligence, exemplified by Guoyuan Futures' collaboration with UCloud to create a new generation of financial intelligence [1] Group 1: Digital Infrastructure Development - Guoyuan Futures faced challenges with its original virtualization architecture, which lacked resource elasticity and was complex to maintain. UCloud provided a private cloud platform, UCloudStack, to build a secure and compliant cloud infrastructure [2] - Over three years, Guoyuan Futures evolved from a single-region private cloud to a nationwide multi-region "one cloud" and then to a hybrid cloud architecture, achieving a sixfold increase in business launch efficiency [2] Group 2: AI Integration and Applications - With a mature cloud foundation, UCloud assisted Guoyuan Futures in integrating the domestic large model DeepSeek, embedding AI capabilities into core business scenarios [3] - Applications include an intelligent employee assistant for business insights and report generation, an intelligent customer service system for real-time responses, and intelligent operations and development support for system analysis and code optimization [3] Group 3: Long-term Collaboration and Future Directions - The partnership between UCloud and Guoyuan Futures has expanded from IaaS resource construction to PaaS capability empowerment and AIGC scenario co-creation, covering the complete value chain from infrastructure to intelligent applications [4] - Future collaboration will focus on hybrid cloud management, AI investment advisory, and intelligent risk control, further expanding the integration of cloud computing and AI in the financial sector [4]