阿里云推出DataAgent虚拟AI数据分析师，基于Spring AI Alibaba生态构建，旨在解决业务人员与核心数据间的“SQL鸿沟”。该系统将确定性工程流程与大模型推理能力结合，实现数据查询的自动化与智能化，提升复杂统计分析和根因定位效率。
Huawei
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AI辅助洞察代理是一个MCP代理，能将自然语言问题转化为准确、可解释、可复现的数据洞察。它通过自然语言接口翻译业务问题为SQL查询，提供解释性结果（包括查询语句、指标定义、数据质量），并确保分析的可重复性，旨在弥合业务问题与数据答案之间的鸿沟，提高数据分析效率和透明度。
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