Group 1 - The core viewpoint of the collaboration between Guangdong Bozhong and Alibaba Cloud is to address the challenges of AI technology implementation in enterprises through the MCP service ecosystem, which combines "technology + ecology" to lower the barriers for AI application [1][4] - The MCP service leverages Alibaba's full-stack model service capabilities, optimizing the entire chain from data cleaning to model deployment, allowing businesses to quickly build customized models without needing a professional AI team [3] - The service has penetrated complex scenarios such as financial risk control and intelligent customer service, utilizing multi-modal data processing capabilities and standardized API interfaces for seamless integration with existing systems [3] Group 2 - The innovative service model of MCP significantly reduces application barriers, enabling business personnel to deploy services and adjust parameters through a visual interface, shortening project launch cycles to under 72 hours [3] - The collaboration signifies a shift from "technology tool output" to "ecological capability empowerment," integrating Alibaba's technical infrastructure with Bozhong's industry solutions to enhance resource allocation for core business innovation [4] - The service has demonstrated commercial value with an average efficiency improvement of 65% in model training for clients in sectors like securities analysis and supply chain optimization [4]