{"id":566,"date":"2025-08-30T12:46:29","date_gmt":"2025-08-30T16:46:29","guid":{"rendered":"https:\/\/businessagility.education\/blog\/?p=566"},"modified":"2025-08-30T12:48:16","modified_gmt":"2025-08-30T16:48:16","slug":"ai-pilot-roi","status":"publish","type":"post","link":"https:\/\/businessagility.education\/blog\/zh\/ai-pilot-roi\/","title":{"rendered":"AI \u8a66\u9ede\u6295\u8cc7\u5831\u916c\u7387"},"content":{"rendered":"<p><strong>\u4e0d\u8981\u8aaa\u5b83\u5931\u6557\uff1a\u5f9e\u5546\u696d\u89d2\u5ea6\u89e3\u8b80\u300c95% \u7684 AI \u98db\u884c\u54e1\u300d\u6545\u4e8b<\/strong><\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u66fe\u5728\u516c\u95dc\u6216\u793e\u7fa4\u9818\u57df\u5de5\u4f5c\uff0c\u60a8\u5c31\u6703\u4e86\u89e3\u9019\u7a2e\u611f\u53d7\u3002\u6211\u5011\u82b1\u4e86\u597d\u5e7e\u5e74\u7684\u6642\u9593\u4f86\u8a0e\u8ad6\u6295\u8cc7\u5831\u916c\u7387\uff0c\u9019\u4e9b\u6d3b\u52d5\u986f\u7136\u5f88\u91cd\u8981\uff0c\u4f46\u537b\u7121\u6cd5\u6574\u9f4a\u5730\u653e\u5165\u6700\u5f8c\u9ede\u64ca\u7684\u8a66\u7b97\u8868\u4e2d\u3002\u73fe\u5728\uff0c\u6211\u5011\u64c1\u6709\u4e86\u5343\u8f09\u96e3\u9022\u7684\u80fd\u529b\uff0c\u800c\u6709\u4e9b\u4eba\u537b\u6e96\u5099\u5ba3\u4f48\u5931\u6557\uff0c\u56e0\u70ba\u516d\u500b\u6708\u5167\u640d\u76ca\u8868\u6c92\u6709\u8b8a\u3002\u9019\u4e0d\u662f\u8861\u91cf\u8f49\u578b\u7684\u65b9\u5f0f\u3002\u9019\u5c31\u662f\u4e2d\u5834\u4f11\u606f\u88ab\u8aa4\u8b80\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u8981\u6e05\u695a\u7684\u662f\uff1a <strong>2025 \u5e74\u4eba\u5de5\u667a\u80fd\u5728\u4f01\u696d\u4e2d\u7684\u61c9\u7528\u72c0\u6cc1<\/strong> \u9ebb\u7701\u7406\u5de5\u5b78\u9662 NANDA \u9805\u76ee\u5831\u544a\u503c\u5f97\u60a8\u82b1\u6642\u9593\u95b1\u8b80\u3002\u5b83\u4ee5\u4e00\u500b\u5f15\u4eba\u6ce8\u76ee\u7684\u6578\u5b57\u6380\u8d77\u4e86\u6ce2\u703e--<strong>95% \u7684\u4f01\u696d GenAI \u8a66\u9ede\u5c1a\u672a\u5e36\u4f86\u53ef\u8861\u91cf\u7684 P&amp;L \u5f71\u97ff<\/strong>.\u4f5c\u8005\u9084\u6a19\u793a\u9019\u9805\u5de5\u4f5c\u70ba\u65e9\u671f\u5feb\u7167\uff082025 \u5e74 1 \u6708\u81f3 6 \u6708\uff09\uff0c\u9019\u662f\u91cd\u8981\u7684\u80cc\u666f\u3002\u65e9\u671f\u7684\u8cc7\u6599\u3001\u900f\u660e\u7684\u9650\u5236\uff0c\u4ee5\u53ca\u503c\u5f97\u4e00\u8ac7\u7684\u8a71\u984c\u3002\u5f9e\u696d\u52d9\u654f\u6377\u6027\u7684\u89d2\u5ea6\u4f86\u770b\uff0c\u5c0d\u8a71\u4e0d\u662f\u300cAI \u5931\u6557\u4e86\u55ce\uff1f\u300c\uff0c\u800c\u662f 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<strong>\u654f\u6377\u6027\u9818\u5148\u6307\u6a19<\/strong> \u61c9\u5728\u7b2c 1 \u5230\u7b2c 6 \u500b\u6708\u79fb\u52d5\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ea4\u8ca8\u671f<\/strong> \u5f9e\u8acb\u6c42\u5230\u7d50\u679c<\/li>\n\n\n\n<li><strong>\u541e\u5410\u91cf<\/strong> \u76ee\u6a19\u5de5\u4f5c\u6d41\u7a0b\u7684\u6bcf\u9031<\/li>\n\n\n\n<li><strong>\u8fd4\u5de5\u7387<\/strong> \u548c <strong>\u4f8b\u5916\u7387<\/strong><\/li>\n\n\n\n<li><strong>\u9003\u9038\u932f\u8aa4\u7387<\/strong> \u548c <strong>\u7f3a\u9677\u904f\u5236<\/strong><\/li>\n\n\n\n<li><strong>\u9818\u990a<\/strong>\uff1a 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<strong>\u771f\u5be6\u8def\u5f91\u4e2d\u7684\u5de5\u4f5c\u89e3\u6c7a\u65b9\u6848<\/strong> \u52dd\u904e\u7cbe\u96d5\u7d30\u7422\u7684\u6f14\u793a\u3002\u4e09\u500b\u5be6\u7528\u7684\u8f49\u8b8a\u5c07\u8a66\u9ede\u8f49\u5316\u70ba\u50f9\u503c\u4ea4\u4ed8\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u50f9\u503c\u5207\u5206<\/strong>\uff1a\u767c\u4f48\u4e00\u500b\u72f9\u7a84\u7684\u7aef\u5c0d\u7aef\u5207\u7247\uff0c\u89f8\u53ca\u8a18\u9304\u7cfb\u7d71\u548c\u5be9\u6279\u8def\u5f91\u3002<\/li>\n\n\n\n<li><strong>Ready \u7684\u5b9a\u7fa9\u548c Done 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class=\"wp-block-list\">\n<li><strong>\u4e00\u500b\u64c1\u6709\u8005\u3001\u4e00\u500b\u5de5\u4f5c\u6d41\u7a0b\u3001\u4e00\u500b\u8cc7\u6599\u4f86\u6e90<\/strong> \u70ba\u7b2c\u4e00\u7247\u3002\u6e1b\u5c11\u5354\u8abf\u963b\u529b\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u529f\u80fd\u5718\u968a<\/strong>\uff1a\u7522\u54c1\u3001\u71df\u904b\u3001\u8cc7\u6599\u3001\u5de5\u7a0b\u3001\u98a8\u96aa\u548c\u8ca1\u52d9\u6703\u770b\u5230\u76f8\u540c\u7684\u8463\u4e8b\u6703\u548c\u76f8\u540c\u7684\u6307\u6a19\u3002<\/li>\n\n\n\n<li><strong>\u9650\u5236 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<a href=\"https:\/\/www.linkedin.com\/pulse\/rethinking-how-we-define-ai-success-thomas-hormaza-dow-mujpe\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8a55\u8ad6\u6211\u5011\u7684 LinkedIn \u6587\u7ae0<\/a>!<\/p>\n\n\n\n<p>#StateofAI2025 #BusinessAgility #ContinuousImprovement #AIROI #ChangeManagement<\/p>","protected":false},"excerpt":{"rendered":"<p>Don\u2019t Call It a Failure: A Business-Agility Reading of the \u201c95% of AI Pilots\u201d Story If you have ever worked in PR or social, you know the feeling. We spent years debating ROI for activities that clearly mattered but did not fit neatly into last-click spreadsheets. Now we have a once-in-a-generation capability, and some are [&hellip;]<\/p>","protected":false},"author":1,"featured_media":567,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-business-agility"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Pilot ROI - Business Agility+AI<\/title>\n<meta name=\"description\" content=\"AI Pilot ROI, a clear indication that we\u2019re still learning how to measure what AI is actually doing inside organizations\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessagility.education\/blog\/zh\/ai-pilot-roi\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI Pilot ROI - 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