{"version":"1.0","generated_at":"2026-09-28T00:45:37.494719","id":1110,"slug":"bain-study-finds-companies-miss-ai-savings-targets-because-humans-keep-getting-in-the-way","title":"趋势解读：Bain study finds companies miss AI savings targets，解读最新 AI 进展","summary":"贝恩调查显示，近40%公司AI成本节省低于10%，但90%公司仍计划增加投资，尤其是AI代理。人工干预和数据访问是主要障碍。","abstract":"趋势解读：Bain study finds companies miss AI savings targets，解读最新 AI 进展 贝恩调查显示，近40%公司AI成本节省低于10%，但90%公司仍计划增加投资，尤其是AI代理。人工干预和数据访问是主要障碍。 贝恩调查显示近40%公司AI节省低于10% 90%公司计划增加AI投资但回报未达预期 人工干预过多是节省滞后的主要原因 数据访问是最大障碍需视为管理问题 AI预算在增长，但回报跟不上。贝恩公司对951家公司的调查发现，近40%的公司AI成本节省不到10%，尽管最常见的目标是11%到20%。不过，14%的公司节省超过21%，43%的公司超过10%。90%的公司计划增加AI投资，尤其是在AI代理方面。研究显示，节省滞后的原因之一是人工干预过多。只有7%的公司运行完全自主的AI代理，尽管它们的商业案例假设了这种自动化水平。32%的公司仅在需要时引入人工，而最常见的设置（38%）仍然需要人工批准。数据访问仍然是最大障碍，有41%的公司提到。贝恩表示，公司应将其视为管理问题而非IT任务，并在推出AI之前重新思考流程。 这是什么信号？ 贝恩咨询的最新调查揭示了一个矛盾：企业AI投资持续攀升，但成本节约效果普遍未达预期。近40%的公司节省不足10%，而多数目标设定在11-20%。这一信号表明，AI落地存在系统性障碍，而非简单的技术瓶颈。 为什么重要？ AI投资回报率（ROI）是决策层关注的核心。如果多数公司无法实现预期节省，可能导致行业对AI投资的信心动摇，进而影响资源分配。同时，90%公司仍计划增加投资，说明市场对AI的长期价值保持…","access_level":"member","access_label":"免费阅读","access_mode":"full","is_preview":false,"canonical_url":"https://opc.beizhux.com/content/1110/bain-study-finds-companies-miss-ai-savings-targets-because-humans-keep-getting-in-the-way","html_url":"https://opc.beizhux.com/content/1110/bain-study-finds-companies-miss-ai-savings-targets-because-humans-keep-getting-in-the-way","json_url":"https://opc.beizhux.com/content/1110/bain-study-finds-companies-miss-ai-savings-targets-because-humans-keep-getting-in-the-way.json","published_at":"2026-06-05T00:12:50","updated_at":"2026-09-27T23:56:53","category":{"slug":"ai-skills","name":"AI技能杠杆"},"source":{"site":"the-decoder.com","author":"Matthias Bastian","url":"https://the-decoder.com/bain-study-finds-companies-miss-ai-savings-targets-because-humans-keep-getting-in-the-way/"},"tags":["AI","AI回报","AI投资","The 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