{"id":122551,"date":"2026-11-05T05:09:10","date_gmt":"2026-11-04T21:09:10","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/122551.html"},"modified":"2026-11-05T05:09:10","modified_gmt":"2026-11-04T21:09:10","slug":"%e4%bc%81%e4%b8%9a%e8%90%bd%e5%9c%b0%e6%99%ba%e8%83%bd%e4%bd%93%ef%bc%8croi-%e5%bc%80%e5%a7%8b%e7%ae%97%e6%80%bb%e8%b4%a6%ef%bc%9a95-%e8%af%95%e7%82%b9%e9%9b%b6%e5%9b%9e%e6%8a%a5%ef%bc%8c%e6%8a%95","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/122551.html","title":{"rendered":"\u4f01\u4e1a\u843d\u5730\u667a\u80fd\u4f53\uff0cROI \u5f00\u59cb\u7b97\u603b\u8d26\uff1a95% \u8bd5\u70b9\u96f6\u56de\u62a5\uff0c\u6295\u4e86\u4ea7\u7684\u62ff 171%"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104210908-6aeb9ef474fc1.png\" alt=\"\u5c01\u9762\" \/><\/p>\n<p>2026 \u5e74\u8fd9\u573a\u4f01\u4e1a\u667a\u80fd\u4f53\u7684\u8d26&#xff0c;\u8d8a\u7b97\u8d8a\u62e7\u5df4\u3002\u4e00\u8fb9\u662f\u5929\u6587\u6570\u5b57\u7684\u6295\u5165&#xff1a;\u636e Gartner \u4f30\u7b97&#xff0c;2025 \u5e74\u5168\u7403\u5728 AI \u4e0a\u7838\u4e86 6840 \u4ebf\u7f8e\u5143&#xff0c;\u5176\u4e2d 5470 \u4ebf\u6ca1\u80fd\u6362\u6765\u9884\u671f\u7684\u4e1a\u52a1\u4ef7\u503c&#xff1b;Siemens 10 \u6708\u4e2d\u65ec\u5728\u9996\u5c14\u53d1\u5e03\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\u7cfb\u7edf Intelligence Center X \u65f6\u7ed9\u4e86\u53e6\u4e00\u4e2a\u53e3\u5f84&#xff0c;2026 \u5e74\u5168\u7403 AI \u6295\u8d44\u4f1a\u5230 2.5 \u4e07\u4ebf\u7f8e\u5143&#xff0c;\u4f46\u53ea\u6709 6% \u7684\u4f01\u4e1a\u89c1\u5230\u53ef\u91cf\u5316\u56de\u62a5&#xff0c;74% \u7684\u8bd5\u70b9\u6ca1\u80fd\u5546\u4e1a\u5316\u3002\u53e6\u4e00\u8fb9\u662f\u8fd1\u4e4e\u5168\u6c11\u5165\u573a&#xff1a;\u636e IDC Quanta \u5728 10 \u6708\u521d\u7684\u8c03\u67e5&#xff0c;95% \u7684\u4f01\u4e1a\u81f3\u5c11\u6709\u4e00\u6761\u751f\u4ea7\u4e2d\u7684\u667a\u80fd\u4f53\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u771f\u6b63\u624e\u773c\u7684&#xff0c;\u662f\u4e24\u4e2a\u6570\u5b57\u88ab\u653e\u5728\u4e00\u8d77\u65f6\u4ea7\u751f\u7684\u5f20\u529b\u3002MIT \u5a92\u4f53\u5b9e\u9a8c\u5ba4\u7275\u5934\u7684 NANDA \u9879\u76ee\u53d1\u73b0&#xff0c;\u7ea6 95% \u7684\u4f01\u4e1a\u751f\u6210\u5f0f AI \u8bd5\u70b9&#xff0c;\u516d\u4e2a\u6708\u5185\u5728\u635f\u76ca\u8868\u4e0a\u53ef\u6d4b\u91cf\u7684\u56de\u62a5\u662f\u96f6&#xff1b;\u800c IDC \u4e0e\u5fae\u8f6f\u5408\u4f5c\u7684\u53e6\u4e00\u4efd\u7814\u7a76\u53c8\u663e\u793a&#xff0c;\u90a3\u4e9b\u771f\u6b63\u8dd1\u8fdb\u751f\u4ea7\u89c4\u6a21\u7684\u667a\u80fd\u4f53&#xff0c;\u5e73\u5747\u62ff\u56de\u4e86 171% \u7684\u5168\u7403 ROI&#xff0c;\u7f8e\u56fd\u5e02\u573a\u662f 192%\u3002\u4e00\u8fb9\u662f 95% \u9897\u7c92\u65e0\u6536&#xff0c;\u4e00\u8fb9\u662f 171% \u7684\u8d62\u5bb6\u3002\u540c\u4e00\u4e2a\u5e02\u573a&#xff0c;\u540c\u4e00\u6279\u6a21\u578b&#xff0c;\u771f\u6b63\u628a\u4e24\u8005\u62c9\u5f00\u7684\u662f\u300c\u4ece\u8bd5\u70b9\u5230\u751f\u4ea7\u300d\u90a3\u6700\u540e\u4e00\u516c\u91cc\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104210909-6aeb9ef53d29b.png\" alt=\"\u6765\u6e90\u56fe\" \/><\/p>\n<p>\u4e0a\u56fe&#xff1a;Forkast.News \u62a5\u9053\u9875\u539f\u56fe&#xff0c;\u6587\u7ae0\u300aThe Agent Production Gap: When 171% ROI Isn\u2019t Enough to Ship\u300b\u5c01\u9762&#xff0c;2026-09-06&#xff0c;\u6765\u6e90&#xff1a;forkast.news<\/p>\n<h3>\u4e24\u672c\u8d26&#xff1a;\u4e00\u8fb9\u5728\u6269\u4ea7&#xff0c;\u4e00\u8fb9\u5728\u558a\u505c<\/h3>\n<p>\u628a 2026 \u5e74\u7684\u4f01\u4e1a AI \u843d\u5b9e\u62c6\u5f00\u770b&#xff0c;\u662f\u4e24\u672c\u540c\u65f6\u8bb0\u7684\u8d26\u3002<\/p>\n<p>\u6269\u4ea7\u8fd9\u672c\u8d26\u8bb0\u7684\u662f\u58f0\u52bf\u3002PwC \u7684 2026 \u5e74 CEO \u8c03\u67e5\u628a\u4f01\u4e1a\u5206\u6210\u4e24\u62e8&#xff0c;\u53ea\u6709 12% \u662f\u300c\u524d\u950b\u300d&#xff0c;AI \u5df2\u7ecf\u78b0\u5230\u6536\u5165\u7aef&#xff0c;\u5269\u4e0b 88% \u5168\u90e8\u56f0\u5728\u300c\u8bd5\u70b9\u70bc\u72f1\u300d\u91cc\u3002\u5fb7\u52e4\u4e2d\u56fd 10 \u6708\u5e95\u7684\u767d\u76ae\u4e66\u7ed9\u4e86\u4e2d\u56fd\u7248\u6570\u5b57&#xff1a;92% \u7684\u4f01\u4e1a\u5df2\u7ecf\u5f00\u4e86 AI \u8bd5\u70b9&#xff0c;\u4f46\u53ea\u6709 8% \u8ba4\u4e3a\u81ea\u5df1\u62ff\u5230\u4e86\u8d22\u52a1\u548c\u6218\u7565\u6536\u76ca&#xff0c;\u5b8c\u6210\u7ec4\u7ec7\u7ea7\u8f6c\u578b\u7684\u53ea\u6709 4%\u3002IDC \u4e2d\u56fd\u628a\u4f01\u4e1a\u7ea7\u667a\u80fd\u4f53\u5e02\u573a\u4f30\u7b97\u5230 2026 \u5e74\u7684 449 \u4ebf\u5143&#xff0c;\u91c7\u7528\u7387\u722c\u5230 40.3%&#xff0c;\u4f46\u771f\u6b63\u5b8c\u6210\u90e8\u7f72\u7684\u53ea\u6709\u7ea6 17%&#xff0c;\u8d85\u8fc7\u516d\u6210\u8fd8\u505c\u5728\u8bc4\u4f30\u548c\u8bd5\u70b9\u3002\u5373\u4fbf\u613f\u610f\u7b49&#xff0c;\u56de\u62a5\u4e5f\u6765\u5f97\u6162&#xff1a;\u6210\u529f\u6295\u4ea7\u7684\u667a\u80fd\u4f53\u4e2d\u4f4d\u56de\u672c\u5468\u671f\u7ea6 5.1 \u4e2a\u6708&#xff0c;\u800c\u53ea\u6709 6% \u7684\u4f01\u4e1a\u6562\u8ba9\u667a\u80fd\u4f53\u72ec\u7acb\u8dd1\u5b8c\u4e00\u6761\u7aef\u5230\u7aef\u7684\u6838\u5fc3\u4e1a\u52a1\u6d41\u7a0b\u3002<\/p>\n<p>\u558a\u505c\u8fd9\u672c\u8d26\u8bb0\u5f97\u66f4\u72e0\u3002Forrester \u4e0e Anaconda \u7684\u6570\u636e\u88ab\u591a\u5bb6\u5a92\u4f53\u53cd\u590d\u5f15\u7528&#xff1a;86% \u5230 88% \u7684\u667a\u80fd\u4f53\u8bd5\u70b9\u4ece\u672a\u8d70\u8fdb\u751f\u4ea7&#xff1b;\u5373\u4fbf\u8fdb\u53bb\u4e86&#xff0c;41% \u7684\u90e8\u7f72\u5728 12 \u4e2a\u6708\u540e\u662f\u8d1f ROI&#xff0c;\u4e3b\u56e0\u662f\u6210\u529f\u6807\u51c6\u4e00\u5f00\u59cb\u5c31\u6ca1\u5b9a\u6e05\u3002Gartner \u7684\u9884\u6d4b\u628a\u65f6\u95f4\u8868\u5212\u4e86\u51fa\u6765&#xff1a;\u5230 2027 \u5e74\u5e95&#xff0c;\u8d85\u8fc7 40% \u7684 agentic AI \u9879\u76ee\u4f1a\u88ab\u53d6\u6d88&#xff0c;\u8fd8\u6709 40% \u7684\u4f01\u4e1a\u4f1a\u628a\u81ea\u5df1\u517b\u7684\u81ea\u4e3b\u667a\u80fd\u4f53\u964d\u7ea7\u6216\u4e0b\u7ebf&#xff0c;\u56e0\u4e3a\u7ba1\u4e0d\u4f4f\u6295\u4ea7\u540e\u7684\u6cbb\u7406\u3002\u884c\u4e1a\u7ed9\u81ea\u5df1\u7559\u7684\u7f13\u51b2\u671f&#xff0c;\u53ea\u5269\u4e00\u5e74\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104210909-6aeb9ef595583.png\" alt=\"\" \/><\/p>\n<p>\u4e0a\u56fe&#xff1a;\u4f01\u4e1a\u667a\u80fd\u4f53\u4ece\u8bd5\u70b9\u5230\u751f\u4ea7\u7684\u6f0f\u6597&#xff0c;\u7edd\u5927\u591a\u6570\u5361\u5728\u300c\u8bd5\u70b9\u5230\u751f\u4ea7\u300d\u7684\u65ad\u5d16\u4e0a&#xff0c;\u5c11\u6570\u6295\u4ea7\u8005\u62ff\u5230\u9ad8\u56de\u62a5\u3002<\/p>\n<h3>\u516d\u9053\u65ad\u70b9&#xff1a;\u6a21\u578b\u5f88\u5f3a&#xff0c;\u843d\u5b9e\u5f88\u5f31<\/h3>\n<p>\u5931\u8d25\u7684\u539f\u56e0&#xff0c;\u51e0\u4e4e\u6240\u6709\u53e3\u5f84\u90fd\u6307\u5411\u540c\u4e00\u5904&#xff1a;\u6a21\u578b\u672c\u8eab\u5df2\u7ecf\u4e0d\u662f\u77ed\u677f&#xff0c;\u771f\u6b63\u7684\u5361\u70b9\u5728\u6a21\u578b\u4e4b\u5916\u90a3\u5c42\u6ca1\u63a5\u4e0a\u7684\u8fd0\u8425\u3002<\/p>\n<p>\u91cf\u5b50\u4f4d\u667a\u5e93 10 \u6708\u4e2d\u65ec\u7684\u300aAgent \u9a71\u52a8\u7684\u4f01\u4e1a\u667a\u80fd\u5316\u300b\u62a5\u544a&#xff0c;\u628a\u4f01\u4e1a\u667a\u80fd\u4f53\u89c4\u6a21\u5316\u7684\u5361\u70b9\u5f52\u7eb3\u6210\u516d\u4e2a\u65ad\u70b9&#xff1a;\u4efb\u52a1\u5b9a\u4e49&#xff08;\u5404\u65b9\u5bf9\u300c\u5b8c\u6210\u300d\u7684\u6807\u51c6\u4e0d\u4e00\u81f4&#xff09;\u3001\u6570\u636e\u53ef\u4fe1\u5ea6&#xff08;\u8d26\u9762\u6570\u636e\u548c\u771f\u5b9e\u53ef\u8c03\u7528\u7684\u6570\u636e\u9519\u4f4d&#xff09;\u3001\u5224\u65ad\u7684\u53ef\u9a8c\u8bc1\u6027\u3001\u884c\u52a8\u843d\u5b9e&#xff08;\u5efa\u8bae\u548c\u6267\u884c\u4e4b\u95f4\u9694\u7740\u4eba\u5de5\u586b\u5355\u3001\u5ba1\u6279\u3001\u8ddf\u8e2a\u7684\u6d41\u7a0b&#xff09;\u3001\u6743\u9650\u8d23\u4efb\u5212\u5206&#xff08;\u8c01\u53d1\u8d77\u3001\u8c01\u5ba1\u6279\u3001\u51fa\u4e8b\u8c01\u63a5\u7ba1&#xff09;\u3001\u4ef7\u503c\u8861\u91cf\u4e0e\u590d\u5236\u3002\u8fd9\u516d\u4e2a\u65ad\u70b9\u5355\u72ec\u62ce\u51fa\u6765\u90fd\u4e0d\u81f4\u547d&#xff0c;\u4e32\u8d77\u6765\u5c31\u89e3\u91ca\u4e86\u4f01\u4e1a\u90a3\u53e5\u6700\u5e38\u89c1\u7684\u62b1\u6028&#xff1a;\u5c40\u90e8\u80fd\u7528&#xff0c;\u6574\u4f53\u63a8\u4e0d\u52a8\u3002<\/p>\n<p>\u6d77\u5916\u7814\u7a76\u7ed9\u7684\u662f\u540c\u4e00\u526f\u9aa8\u67b6&#xff0c;\u6362\u4e00\u5957\u6307\u6807\u3002Forrester \u628a 89% \u7684\u89c4\u6a21\u5316\u5931\u8d25\u5f52\u56e0\u5230\u4e94\u4ef6\u4e8b&#xff1a;\u9057\u7559\u7cfb\u7edf\u96c6\u6210&#xff08;46% \u7684\u4f01\u4e1a\u628a\u8fd9\u6761\u5217\u4e3a\u9996\u8981\u969c\u788d&#xff09;\u3001\u4ea7\u51fa\u8d28\u91cf\u5728\u89c4\u6a21\u4e0b\u4e0d\u7a33\u3001\u76d1\u63a7\u548c\u53ef\u89c2\u6d4b\u6027\u7f3a\u4f4d\u3001\u5f52\u5c5e\u4e0d\u6e05\u3001\u9886\u57df\u6570\u636e\u4e0d\u8db3&#xff1b;Gartner \u5e72\u8106\u8bf4 60% \u7684 agentic \u9879\u76ee\u6b7b\u5728\u300cAI-ready \u6570\u636e\u300d\u8fd9\u4e00\u5173\u3002\u4f01\u4e1a\u4e70\u7684\u6a21\u578b\u8d8a\u6765\u8d8a\u5f3a&#xff0c;\u4f46\u56f4\u7ed5\u6a21\u578b\u7684\u90a3\u4e00\u5708&#xff0c;\u8bc4\u6d4b\u3001\u96c6\u6210\u3001\u76d1\u63a7\u3001\u6743\u8d23&#xff0c;\u5927\u90e8\u5206\u8fd8\u6ca1\u5efa\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104210909-6aeb9ef5bbbba.png\" alt=\"\" \/><\/p>\n<p>\u4e0a\u56fe&#xff1a;\u91cf\u5b50\u4f4d\u667a\u5e93\u5f52\u7eb3\u7684\u4f01\u4e1a\u667a\u80fd\u4f53\u516d\u5927\u65ad\u70b9&#xff0c;\u4e32\u8054\u4e4b\u540e\u89e3\u91ca\u4e86\u300c\u5c40\u90e8\u80fd\u7528\u3001\u6574\u4f53\u63a8\u4e0d\u52a8\u300d\u3002<\/p>\n<h3>14% \u7684\u8d62\u5bb6&#xff0c;\u628a\u90e8\u7f72\u5f53\u5de5\u4e1a\u5de5\u7a0b<\/h3>\n<p>\u5c11\u6570\u8dd1\u51fa\u6765\u7684\u4f01\u4e1a&#xff0c;\u505a\u6cd5\u9ad8\u5ea6\u4e00\u81f4&#xff1a;\u628a\u667a\u80fd\u4f53\u843d\u5b9e\u5f53\u5de5\u4e1a\u5de5\u7a0b\u6765\u505a&#xff0c;\u4e0d\u5f53\u4e00\u573a demo\u3002<\/p>\n<p>Cisco \u662f\u6700\u5178\u578b\u7684\u4e00\u4f8b\u3002\u5b83\u4ece 8 \u6708\u8d77\u628a\u4e2a\u4eba\u667a\u80fd\u4f53 MyAgent \u94fa\u7ed9\u5168\u516c\u53f8\u7ea6 9 \u4e07\u540d\u5458\u5de5&#xff0c;\u5efa\u5728\u5185\u90e8 Circuit \u5e73\u53f0\u4e0a&#xff0c;\u8d2f\u901a Outlook\u3001Webex\u3001Jira\u3001SharePoint&#xff0c;\u5e26\u6301\u4e45\u8bb0\u5fc6\u548c\u4e2a\u6027\u5316\u6743\u9650&#xff0c;\u63a5\u5165 800 \u591a\u4e2a\u4e13\u4e1a agent&#xff1b;\u5176\u4e2d 50% \u5230 60% \u7684\u8bf7\u6c42\u7531\u5f00\u6e90\u6743\u91cd\u6a21\u578b\u5904\u7406&#xff0c;20% \u5230 30% \u7531\u4f20\u7edf\u8f6f\u4ef6\u81ea\u52a8\u5316\u63a5\u8d70&#xff0c;\u53ea\u6709\u4e00\u5c0f\u90e8\u5206\u8def\u7531\u5230\u5916\u90e8\u5927\u6a21\u578b&#xff0c;CFO \u6309\u7528\u4f8b\u52a8\u6001\u9009\u6a21\u578b\u538b\u6210\u672c\u3002\u8d22\u52a1\u4fa7\u66f4\u72e0&#xff1a;\u8d22\u62a5 MD&amp;A \u7684\u521d\u7a3f 80% \u5230 90% \u7531 AI \u751f\u6210\u3002\u7ed3\u679c\u4e5f\u786c&#xff1a;AI \u76f8\u5173\u8ba2\u5355\u4ece FY2025 \u7684 20 \u4ebf\u7f8e\u5143&#xff0c;\u6307\u5f15\u5230 FY2026 \u7684 90 \u4ebf&#xff1b;\u9ad8\u7ba1 Liz Centoni \u628a\u4f01\u4e1a AI \u843d\u5b9e\u5f62\u5bb9\u6210\u4e00\u573a\u300c\u4e0d\u6253\u9ebb\u836f\u7684\u624b\u672f\u300d\u3002<\/p>\n<p>Orange Spain \u8d70\u7684\u662f\u53e6\u4e00\u6761\u8def\u3002\u5b83 10 \u6708 8 \u65e5\u5ba3\u5e03\u6269\u5927\u4e0e Google Cloud \u7684\u5408\u4f5c&#xff0c;\u628a AI \u8fd0\u8425\u300c\u5de5\u4e1a\u5316\u300d&#xff1a;\u636e\u5b98\u65b9\u65b0\u95fb\u7a3f&#xff0c;\u5b83\u5df2\u7ecf\u90e8\u7f72\u4e86 1000 \u591a\u4e2a\u57fa\u4e8e Gemini Enterprise \u7684\u5b9a\u5236\u667a\u80fd\u4f53&#xff0c;\u94fa\u5f00\u540e 30 \u5929\u5185\u8bb8\u53ef\u8bc1\u6fc0\u6d3b\u7387\u63a5\u8fd1 100%&#xff0c;\u4ece\u5b64\u7acb\u7684\u8bd5\u70b9\u8f6c\u5411\u5168\u516c\u53f8\u7684\u300cAI \u5de5\u5382\u300d&#xff0c;\u975e\u6280\u672f\u5458\u5de5\u9760\u4f4e\u4ee3\u7801\u73af\u5883\u81ea\u5efa agent&#xff0c;\u6570\u636e\u96c6\u4e2d\u5728 BigQuery \u4e0a\u3001\u7528 RAG \u548c\u8bed\u4e49\u68c0\u7d22\u843d\u5230\u5df2\u9a8c\u8bc1\u7684\u4f01\u4e1a\u6570\u636e\u4e0a\u3002Caterpillar \u5219\u628a\u51e0\u5341\u5e74\u7684\u91c7\u77ff\u81ea\u52a8\u5316\u7ecf\u9a8c\u642c\u8fdb AI \u90e8\u7f72&#xff0c;\u4f9d\u6258\u7ea6 160 \u4e07\u4e2a\u8054\u7f51\u8d44\u4ea7\u548c 16PB \u4ee5\u4e0a\u7684\u7ed3\u6784\u5316\u6570\u636e\u505a\u7ef4\u4fee\u52a9\u624b\u548c\u6570\u5b57\u5b6a\u751f&#xff0c;\u4e94\u5e74\u6295 1 \u4ebf\u7f8e\u5143\u57f9\u8bad 11.8 \u4e07\u540d\u5458\u5de5\u3002\u884c\u4e1a\u4e4b\u95f4\u4e5f\u5206\u51fa\u4e86\u68af\u961f&#xff1a;\u91d1\u878d\u4e1a\u6295\u4ea7\u7387\u6700\u9ad8&#xff0c;\u5df2\u7ecf\u5230 47%&#xff0c;\u8f6f\u4ef6\u5de5\u7a0b 39%\u3001\u9500\u552e\u8425\u9500 31% \u7d27\u968f\u5176\u540e&#xff0c;\u533b\u7597 18%\u3001\u653f\u5e9c 14% \u660e\u663e\u843d\u540e\u3002\u524d\u4e24\u7c7b\u8dd1\u5f97\u5feb&#xff0c;\u5171\u6027\u662f\u628a\u667a\u80fd\u4f53\u6302\u5230\u4e86\u6709\u660e\u786e\u5bf9\u9519\u7684\u6d41\u7a0b\u4e0a&#xff0c;\u6279\u8d37\u6b3e\u3001\u5199\u4ee3\u7801\u3001\u7b97\u8d26&#xff0c;\u4ea7\u51fa\u597d\u4e0d\u597d\u4e00\u773c\u80fd\u9a8c\u3002<\/p>\n<p>\u8fd9\u4e9b\u8d62\u5bb6\u80cc\u540e\u6709\u4e00\u6761\u6570\u636e\u89c4\u5f8b&#xff1a;Databricks \u7684\u7528\u4e86\u4e13\u7528\u6cbb\u7406\u5de5\u5177\u7684\u4f01\u4e1a&#xff0c;\u667a\u80fd\u4f53\u8fdb\u751f\u4ea7\u7684\u6982\u7387\u9ad8 12 \u500d&#xff0c;\u7528\u4e86\u4e13\u7528\u8bc4\u6d4b\u5de5\u5177\u7684\u518d\u9ad8 6 \u500d\u3002\u6cbb\u7406\u3001\u8bc4\u6d4b\u3001\u96c6\u6210\u3001\u5f52\u5c5e\u3001\u6210\u672c\u7eaa\u5f8b&#xff0c;\u8fd9\u4e94\u6837\u6bd4\u6362\u4e00\u4e2a\u66f4\u5f3a\u7684\u6a21\u578b\u66f4\u503c\u94b1\u3002<\/p>\n<h3>\u4f9b\u5e94\u5546\u4e5f\u5728\u6328\u5200&#xff1a;FDE washing \u4e0e\u51b3\u7b56\u6a21\u578b<\/h3>\n<p>\u4f01\u4e1a\u7aef\u5728\u7b97\u8d26&#xff0c;\u4f9b\u5e94\u5546\u8fd9\u4e00\u4fa7\u540c\u6837\u5728\u6328\u5200&#xff0c;\u800c\u4e14\u5200\u53e3\u5728\u300c\u8c01\u6765\u5efa\u300d\u8fd9\u4e2a\u95ee\u9898\u4e0a\u3002<\/p>\n<p>Gartner 9 \u6708 29 \u65e5\u7684\u4e00\u4efd\u5b98\u65b9\u65b0\u95fb\u7a3f\u628a\u8bdd\u8bf4\u5f97\u5f88\u767d&#xff1a;\u5230 2028 \u5e74&#xff0c;70% \u7684\u4f01\u4e1a\u4f1a\u653e\u5f03\u7531\u4f9b\u5e94\u5546 FDE&#xff08;forward-deployed engineering&#xff0c;\u524d\u7f6e\u90e8\u7f72\u5de5\u7a0b&#xff09;\u4ee3\u5efa\u7684 agentic AI&#xff1b;\u56e0\u4e3a\u5927\u91cf\u4f9b\u5e94\u5546\u628a\u5b9e\u65bd\u3001\u4e13\u4e1a\u670d\u52a1\u3001\u65b9\u6848\u5de5\u7a0b\u3001AI \u54a8\u8be2\u5305\u88c5\u6210\u300cFDE\u300d\u6536\u6ea2\u4ef7&#xff0c;\u5374\u6ca1\u6709\u5bf9\u5e94\u7684\u4ea4\u4ed8\u6df1\u5ea6\u548c\u53d8\u66f4\u7ba1\u7406\u80fd\u529b&#xff0c;\u4e1a\u5185\u628a\u8fd9\u4e2a\u73b0\u8c61\u53eb\u300cFDE washing\u300d\u3002Gartner \u8fd8\u9884\u6d4b&#xff0c;\u4e0d\u5230 20% \u7684 FDE \u9879\u76ee\u4f1a\u628a\u8fd9\u4e9b\u5e74\u5ba2\u6237\u53cd\u590d\u63d0\u51fa\u7684\u9700\u6c42\u79ef\u7d2f\u6210\u4f9b\u5e94\u5546\u81ea\u5df1\u7684\u4ea7\u54c1\u80fd\u529b\u3002\u4f01\u4e1a\u4ed8\u4e86\u5b9e\u65bd\u8d39&#xff0c;\u5f97\u5230\u7684\u662f\u4e00\u5806\u4e0d\u53ef\u590d\u7528\u7684\u5b9a\u5236\u4ef6&#xff0c;\u8fd9\u4e2a\u6a21\u5f0f\u5feb\u8d70\u5230\u5934\u4e86\u3002<\/p>\n<p>\u8d44\u672c\u5df2\u7ecf\u5728\u7ed9\u66ff\u4ee3\u65b9\u6848\u4e0b\u6ce8\u3002\u636e Bloomberg \u62a5\u9053&#xff0c;TypeSafe AI 10 \u6708 9 \u65e5\u62ff\u5230 8.7 \u4ebf\u7f8e\u5143\u878d\u8d44\u300175 \u4ebf\u7f8e\u5143\u4f30\u503c&#xff0c;a16z \u9886\u6295\u3001\u7ea2\u6749\u548c DCVC \u8ddf\u6295&#xff0c;Martin Casado \u8fdb\u8463\u4e8b\u4f1a&#xff1b;\u8fd9\u5bb6\u516c\u53f8\u53ea\u6709\u7ea6 20 \u4eba&#xff0c;\u505a\u7684 Jev \u662f\u4e00\u4e2a\u300cSystem One\u300d\u51b3\u7b56\u6a21\u578b&#xff0c;\u8f93\u51fa\u7684\u662f\u7ed3\u6784\u5316\u6570\u503c\u800c\u975e\u6587\u672c&#xff0c;\u53f7\u79f0\u7ea6\u4e09\u5206\u4e4b\u4e00\u8d22\u5bcc 500 \u5f3a\u5728\u7528\u5b83&#xff0c;\u5ef6\u8fdf\u4e0d\u5230 700 \u6beb\u79d2\u3001\u5feb 200 \u500d\u3001\u6210\u672c\u4f4e 100 \u500d\u3002\u4f9b\u5e94\u5546\u81ea\u5df1\u4e5f\u5728\u4e3a\u6210\u672c\u53d1\u6101&#xff1a;Anthropic 2026 \u4e0a\u534a\u5e74\u7684\u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u8d39\u7528\u9ad8\u8fbe 89.45 \u4ebf\u7f8e\u5143&#xff0c;\u5360\u8425\u6536\u7684 55%&#xff0c;\u8fd9\u4e2a\u7ed3\u6784\u51b3\u5b9a\u4e86\u5b83\u5bf9\u6309 token \u8ba1\u8d39\u7684\u4f9d\u8d56&#xff0c;\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48\u5168\u884c\u4e1a\u90fd\u5728\u628a\u5b9a\u4ef7\u4ece\u8ba2\u9605\u5f80\u6309\u7528\u91cf\u3001\u6309\u7ed3\u679c\u632a\u3002\u5b83\u4ee3\u8868\u7684\u4fe1\u53f7\u5f88\u6e05\u695a&#xff1a;\u5f53\u901a\u7528\u5927\u6a21\u578b\u7684\u6587\u672c\u8f93\u51fa\u5728\u4f01\u4e1a\u51b3\u7b56\u91cc\u4e0d\u597d\u843d\u5b9e\u65f6&#xff0c;\u94b1\u4f1a\u6d41\u5411\u90a3\u4e9b\u76f4\u63a5\u628a\u300c\u5224\u65ad\u300d\u505a\u6210\u53ef\u9a8c\u6536\u4ea7\u54c1\u7684\u73a9\u5bb6&#xff0c;\u66ff\u5ba2\u6237\u5199\u63d0\u793a\u8bcd\u7684\u54a8\u8be2\u751f\u610f\u4f1a\u7ee7\u7eed\u51b7\u4e0b\u53bb\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/11\/20261104210909-6aeb9ef5cbb4d.png\" alt=\"\" \/><\/p>\n<p>\u4e0a\u56fe&#xff1a;\u4f01\u4e1a\u667a\u80fd\u4f53\u7684\u4e09\u6761\u4ea4\u4ed8\u8def\u7ebf&#xff0c;FDE \u4ee3\u5efa\u5728\u88ab\u653e\u5f03&#xff0c;\u5356\u300c\u53ef\u9a8c\u6536\u7684\u51b3\u7b56\u300d\u6b63\u5728\u62ac\u5934\u3002<\/p>\n<h3>\u6210\u672c\u8fd9\u672c\u8d26&#xff0c;\u8d8a\u7b97\u8d8a\u6c89<\/h3>\n<p>\u6700\u540e\u4e00\u4e2a\u628a\u4f01\u4e1a\u5f80\u56de\u62fd\u7684\u529b&#xff0c;\u662f\u6210\u672c&#xff0c;\u800c\u4e14\u662f\u8d8a\u6295\u4ea7\u8d8a\u8d35\u7684\u6210\u672c\u3002<\/p>\n<p>\u636e IDC Quanta 10 \u6708\u7684\u8c03\u67e5&#xff0c;\u8fc7\u53bb 12 \u4e2a\u6708 67% \u7684\u4f01\u4e1a\u667a\u80fd\u4f53\u9884\u7b97\u8d85\u652f 10% \u4ee5\u4e0a&#xff0c;\u5176\u4e2d 43.1% \u8d85\u652f 10% \u5230 25%\u300118.5% \u8d85\u652f 26% \u5230 50%\u30015.4% \u8d85\u652f\u8d85\u8fc7\u4e00\u534a&#xff1b;\u4f01\u4e1a\u6bcf\u6708\u7684\u63a8\u7406\u52a0\u7f16\u6392\u6210\u672c\u5e73\u5747 11.76 \u4e07\u7f8e\u5143&#xff0c;\u4e00\u5e74\u7ea6 141 \u4e07\u3002McKinsey \u7684\u8d26\u66f4\u624e\u5fc3&#xff1a;\u5728\u9762\u5411\u5ba2\u6237\u7684\u94f6\u884c\u5de5\u4f5c\u6d41\u91cc&#xff0c;\u591a agent \u7684\u843d\u5b9e\u6210\u672c\u662f 10 \u4e07\u5230 20 \u4e07\u7f8e\u5143&#xff0c;\u5355 agent \u53ea\u8981 2 \u4e07\u5230 3 \u4e07&#xff0c;\u8d35\u51fa 5 \u5230 10 \u500d\u3002\u4e8e\u662f\u5e02\u573a\u5f00\u59cb\u5f80\u300c\u6309\u7ed3\u679c\u3001\u6309\u5206\u949f\u300d\u8ba1\u4ef7\u8d70&#xff1a;monday.com \u7684\u8bed\u97f3\u9500\u552e agent Harmony \u5b9a\u4ef7\u6bcf\u5206\u949f 0.39 \u7f8e\u5143\u52a0\u6bcf\u6708 250 \u7f8e\u5143\u5e73\u53f0\u8d39&#xff0c;\u5ba3\u79f0\u7ea6 200 \u6beb\u79d2\u5ef6\u8fdf\u300170% \u89e6\u8fbe\u7387&#xff0c;\u552f\u4e00\u516c\u5f00\u7684 ROI \u6848\u4f8b\u662f\u4e00\u5bb6\u82f1\u56fd\u8f66\u8d37\u7ecf\u7eaa\u4e00\u5e74\u6210\u4ea4\u63d0\u5347 9%&#xff0c;\u8fd9\u4e2a\u6570\u5b57\u6ca1\u6709\u5bf9\u7167\u7ec4&#xff0c;\u6211\u6301\u4fdd\u7559\u6001\u5ea6\u3002Uber \u7684 CFO \u4eca\u5e74\u76f4\u8a00&#xff0c;\u4ec5\u7528 4 \u4e2a\u6708\u5c31\u70e7\u5b8c\u4e86\u5168\u5e74\u7684 AI \u9884\u7b97&#xff0c;\u8fd9\u7c7b\u6848\u4f8b\u6b63\u5728\u628a\u300c\u6309\u7ed3\u679c\u8ba1\u4ef7\u300d\u4ece\u53e3\u53f7\u903c\u6210\u73b0\u5b9e\u3002\u771f\u6b63\u6709\u7eaa\u5f8b\u7684\u56e2\u961f&#xff0c;\u4f1a\u5148\u7ed9\u6a21\u578b\u9009\u578b\u505a\u5206\u7ea7&#xff0c;\u628a\u7b80\u5355\u4efb\u52a1\u8def\u7531\u5230\u5c0f\u6a21\u578b&#xff0c;\u8bed\u4e49\u8def\u7531\u80fd\u628a\u63a8\u7406\u6210\u672c\u538b\u6389\u4e94\u5230\u4e5d\u6210&#xff0c;\u8fd9\u7b14\u8d26\u5728 67% \u8d85\u652f\u7684\u73b0\u5b9e\u9762\u524d&#xff0c;\u6bd4\u6362\u66f4\u5f3a\u7684\u6a21\u578b\u66f4\u5148\u770b\u5230\u94b1\u3002<\/p>\n<p>\u628a\u8fd9\u4e9b\u62fc\u8d77\u6765&#xff0c;\u6211\u5224\u65ad\u4f01\u4e1a AI \u843d\u5b9e\u6b63\u5728\u7ecf\u5386\u4e00\u6b21\u4ece\u300c\u6709\u6ca1\u6709\u7528\u4e0a\u300d\u5230\u300c\u503c\u4e0d\u503c\u8fd9\u4e2a\u94b1\u300d\u7684\u8f6c\u5411\u3002\u6211\u9884\u5224\u63a5\u4e0b\u6765\u4e00\u5e74\u4f1a\u770b\u5230\u4e09\u4ef6\u4e8b&#xff1a;Gartner \u5212\u7684\u90a3\u6761 40% \u53d6\u6d88\u7ebf\u4f1a\u5148\u5728\u5c0f\u89c4\u6a21\u8bd5\u70b9\u91cc\u5151\u73b0&#xff0c;\u4f01\u4e1a\u7684\u64a4\u9000\u5176\u5b9e\u662f\u6536\u7f29\u6218\u7ebf&#xff0c;\u628a\u94b1\u96c6\u4e2d\u5230\u4e00\u4e24\u6761\u771f\u6b63\u8dd1\u901a\u7684\u6d41\u7a0b\u4e0a&#xff1b;\u300c\u53ef\u9a8c\u6536\u7684\u51b3\u7b56\u300d\u4f1a\u6210\u4e3a\u65b0\u7684\u91c7\u8d2d\u5173\u952e\u8bcd&#xff0c;TypeSafe \u8fd9\u7c7b\u8f93\u51fa\u7ed3\u6784\u5316\u7ed3\u679c\u7684\u6a21\u578b&#xff0c;\u548c Databricks \u90a3\u7ec4\u300c\u6cbb\u7406 12 \u500d\u3001\u8bc4\u6d4b 6 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