解析连连国际跨境商家信心指数的技术“底座”：云原生×大数据×AI三层架构深度融合

Core Insights - LianLian International has officially announced the launch of the LianLian Cross-Border Merchant Confidence Index, aimed at providing a quantitative measure of seller expectations and industry confidence in the cross-border e-commerce sector [1] Group 1: Index Overview - The LianLian Cross-Border Merchant Confidence Index has been published monthly since its introduction in January 2025, assessing the current state and future expectations of the cross-border e-commerce industry across seven dimensions [1] - The index is designed to reflect seller performance expectations and industry confidence, providing a systematic way to track changes in the cross-border e-commerce environment [1] Group 2: Technological Infrastructure - The index operates on a cloud-native, big data, and AI-integrated intelligent platform, which includes a globally distributed infrastructure for real-time data collection and analysis [2] - This platform addresses the challenges of capturing critical market signals without being hindered by geographical or temporal barriers, ensuring comprehensive and timely insights [2] - The big data layer organizes vast amounts of heterogeneous data into structured assets, enabling effective analysis and understanding [2] Group 3: Practical Applications - Merchants have described the index as a "digital advisor," aiding in inventory planning, marketing strategy formulation, and risk assessment in new markets [4] - LianLian International emphasizes that the confidence index is not a final product but a mature application of their technology, with plans to develop a comprehensive intelligent infrastructure to reduce uncertainty for cross-border merchants [4] Group 4: Future Outlook - According to the World Trade Organization's 2025 World Trade Report, AI applications could drive global trade growth by nearly 40% by 2040 with appropriate policy support [4] - The cross-border industry is expected to face significant changes in trade policies, rules, and consumer habits as it approaches 2026, highlighting the need for technology-driven insights [4] - LianLian International aims to leverage advanced digital infrastructure to identify key signals that can change the competitive landscape, focusing on technological innovation as a core driver [4][5]