报告：代理式分析洞察质量不足，仅48%带来业务改善
原标题：Raising the quality of insights in agentic analytics
AI 摘要
MIT Technology Review与Snowflake合作发布的报告显示，企业代理式分析（agentic analytics）生成的洞察质量不足：受访企业中平均仅48%的代理洞察能带来业务改善，虽较一年前的37%有所提升，但仍有超过一半无效。报告指出，洞察质量低的主要原因是缺乏业务上下文（55%）和数据碎片化（45%），52%的企业还面临洞察过载、难以逐一评估的问题。企业正通过加强AI与数据治理（60%）和增加语义层（45%）来提升洞察质量，表现领先的“洞察领导者”群体中超过70%的代理洞察能改善业务。
正文节选
Sponsored In partnership withSnowflake In just a few years, generative AI has changed the face of enterprise analytics, notably by making analytics accessible to users across the organization. Agentic AI promises to do even more, by automating entire workflows and taking actions based on agent insights. But there is a problem: The quality of insights that agents currently generate leaves much to be desired. Fewer than half of agent-generated insights at the organizations surveyed for this report