{"id":6405,"date":"2026-03-16T19:12:53","date_gmt":"2026-03-16T11:12:53","guid":{"rendered":"https:\/\/moresourcing.com\/how-schneider-electric-scales-ai-in-both-products-and-processes\/"},"modified":"2026-03-16T19:12:53","modified_gmt":"2026-03-16T11:12:53","slug":"how-schneider-electric-scales-ai-in-both-products-and-processes","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh_tw\/how-schneider-electric-scales-ai-in-both-products-and-processes\/","title":{"rendered":"\u65bd\u8010\u5fb7\u96fb\u6a5f\u5982\u4f55\u5728\u7522\u54c1\u548c\u6d41\u7a0b\u4e2d\u64f4\u5c55\u4eba\u5de5\u667a\u6167"},"content":{"rendered":"<p><\/p>\n<div>\n<div class=\"article-left-col\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u884c\u52d5\u4e2d\u7684 AI<\/h4>\n<p>\n            \u672c\u5c08\u6b04\u7cfb\u5217\u63a2\u8a0e\u73fe\u4ee3\u516c\u53f8\u9762\u81e8\u7684\u6700\u5927\u8cc7\u6599\u8207\u5206\u6790\u6311\u6230\uff0c\u4e26\u6df1\u5165\u63a2\u8a0e\u53ef\u5354\u52a9\u5176\u4ed6\u7d44\u7e54\u52a0\u901f\u5176\u4eba\u5de5\u667a\u6167\u9032\u7a0b\u7684\u6210\u529f\u4f7f\u7528\u6848\u4f8b\u3002        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/ai-in-action\/\" class=\"article-section__link\"><\/p>\n<p>           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9<br \/>\n                      <\/a><\/p>\n<\/section><\/div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<figure class=\"article-inline\">\n<img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" alt=\"\" class=\"size-full wp-image-125999\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/How-Schneider-Electric-Scales-AI-in-Both-Products-and-Processes.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/How-Schneider-Electric-Scales-AI-in-Both-Products-and-Processes.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/How-Schneider-Electric-Scales-AI-in-Both-Products-and-Processes.jpg\" alt=\"\" class=\"size-full wp-image-125999\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/How-Schneider-Electric-Scales-AI-in-Both-Products-and-Processes.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2026\/03\/DavenportBean-Schnieder-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">\u99ac\u7279\u54c8\u91cc\u68ee\u514b\u62c9\u592b\/Ikon Images<\/p>\n<\/figcaption><\/figure>\n<div class=\"article-summary\"><strong class=\"article-summary__strong\">\u6458\u8981\uff1a 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class=\"smr-leadin\">\u5728\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7\u5e74\u6703\u4e0a\u7684\u8b1b\u8a71<\/span> 2026 \u5e74 1 \u6708\uff0c\u65bd\u8010\u5fb7\u96fb\u6c23\u57f7\u884c\u9577\u5967\u5229\u7dad\u723e\u00b7\u5e03\u9b6f\u59c6 (Olivier Blum) \u5728\u745e\u58eb\u9054\u6c83\u65af\u7b2c\u4e8c\u6b21\u63a5\u53d7\u734e\u9805\uff0c\u8868\u5f70\u8a72\u516c\u53f8\u7684\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u662f\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7 MINDS\uff08\u6709\u610f\u7fa9\u3001\u667a\u6167\u3001\u65b0\u7a4e\u3001\u53ef\u90e8\u7f72\u7684\u89e3\u6c7a\u65b9\u6848\uff09\u8a08\u756b\u7684\u4e00\u90e8\u5206\u3002\u9019\u9805\u6b8a\u69ae\u7a81\u986f\u4e86\u8a72\u516c\u53f8\u7684\u5169\u6b3e\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7a0b\u5f0f\uff1aEcoStruxure Microgrid Advisor \u548c SpaceLogic \u89f8\u63a7\u87a2\u5e55\u623f\u9593\u63a7\u5236\u5668\uff0c\u53ef\u5728\u80fd\u6e90\u7ba1\u7406\u65b9\u9762\u7522\u751f\u53ef\u8861\u91cf\u7684\u5f71\u97ff\u3002\u65bd\u8010\u5fb7\u96fb\u6a5f\u662f\u552f\u4e00\u4e00\u5bb6\u5169\u6b21\u7372\u5f97\u8a72\u8a08\u5283\u8a8d\u53ef\u7684\u516c\u53f8\u3002<\/p>\n<p>\u5e03\u9b6f\u59c6\u5728\u9054\u6c83\u65af\u5ba3\u5e03\uff1a\u201c\u5f88\u660e\u986f\uff0c\u6211\u5011\u5df2\u7d93\u9032\u5165\u4e86\u4e00\u500b\u4eba\u5de5\u667a\u80fd\u548c\u80fd\u6e90\u5bc6\u4e0d\u53ef\u5206\u7684\u65b0\u6642\u4ee3\uff0c\u5b83\u5011\u5c07\u5171\u540c\u91cd\u5851\u6bcf\u4e00\u500b\u4f01\u696d\u3002\u201d \u201c\u4eba\u5de5\u667a\u80fd\u9700\u8981\u8a08\u7b97\uff0c\u800c\u8a08\u7b97\u9700\u8981\u80fd\u6e90\u3002\u9019\u5c31\u662f\u70ba\u4ec0\u9ebc\u4e16\u754c\u9700\u8981\u66f4\u9ad8\u7684\u80fd\u6e90\u667a\u80fd\u3002\u201d<\/p>\n<p>\u4eba\u5de5\u667a\u6167\u8207\u80fd\u6e90\u4e4b\u9593\u7684\u9019\u7a2e\u76f8\u4e92\u4f9d\u8cf4\u6027\u4f7f\u80fd\u6e90\u7ba1\u7406\u6280\u8853\u7684\u5168\u7403\u9818\u5c0e\u8005\u65bd\u8010\u5fb7\u96fb\u6c23\u8655\u65bc\u4f01\u696d\u6700\u95dc\u9375\u6311\u6230\u4e4b\u4e00\u7684\u4e2d\u5fc3\uff1a\u63a8\u52d5\u4eba\u5de5\u667a\u6167\u9769\u547d\uff0c\u540c\u6642\u63a8\u52d5\u6c38\u7e8c\u767c\u5c55\u76ee\u6a19\u3002\u70ba\u4e86\u6eff\u8db3\u5ba2\u6236\u9700\u6c42\u548c\u5167\u90e8\u6d41\u7a0b\u76ee\u6a19\uff0c\u65bd\u8010\u5fb7\u96fb\u6a5f\u5efa\u7acb\u4e86\u4e00\u500b\u5927\u898f\u6a21\u90e8\u7f72\u4eba\u5de5\u667a\u6167\u7684\u7d44\u7e54\u6a21\u578b\uff0c\u523b\u610f\u8df3\u904e\u4e86\u8a66\u9ede\u968e\u6bb5\uff0c\u8a72\u968e\u6bb5\u6d88\u8017\u8cc7\u6e90\uff0c\u537b\u7121\u6cd5\u5c0d\u8a31\u591a\u516c\u53f8\u7522\u751f\u696d\u52d9\u5f71\u97ff\u3002 \uff08\u7a0d\u5f8c\u6703\u8a73\u7d30\u4ecb\u7d39\u3002\uff09<\/p>\n<p>\u81ea 2021 \u5e74\u8d77\u64d4\u4efb\u65bd\u8010\u5fb7\u96fb\u6a5f\u9996\u5e2d\u4eba\u5de5\u667a\u6167\u5b98\u7684 Philippe Rambach \u6b63\u5728\u9818\u5c0e\u9019\u9805\u5de5\u4f5c\u3002\u76ee\u524d\uff0c\u8fd1 100 \u500b\u4eba\u5de5\u667a\u6167\u7528\u4f8b\u6b63\u5728\u751f\u7522\u4e2d\u904b\u884c\uff08\u5927\u81f4\u5747\u52fb\u5730\u5206\u4f48\u5728\u9762\u5411\u5ba2\u6236\u7684\u89e3\u6c7a\u65b9\u6848\u548c\u5167\u90e8\u904b\u71df\u4e4b\u9593\uff09\uff0c\u65bd\u8010\u5fb7\u96fb\u6c23\u5df2\u8b49\u660e\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u5728\u4f01\u696d\u904b\u71df\u7684\u5404\u500b\u65b9\u9762\u5275\u9020\u50f9\u503c\uff0c\u5305\u62ec\u88fd\u9020\u8eca\u9593\u3001\u5ba2\u6236\u670d\u52d9\u4e2d\u5fc3\u548c\u8907\u96dc\u7684\u80fd\u6e90\u512a\u5316\u7cfb\u7d71\u3002\u8a72\u516c\u53f8\u7684\u8a8d\u53ef\u4e5f\u5ef6\u4f38\u5230\u4e86\u88fd\u9020\u696d\uff1a2026 \u5e74 1 \u6708\uff0c\u4e16\u754c\u7d93\u6fdf\u8ad6\u58c7\u7684\u5168\u7403\u71c8\u5854\u7db2\u7d61\u6388\u4e88\u65bd\u8010\u5fb7\u96fb\u6c23\u4e2d\u570b\u6b66\u6f22\u5de5\u5ee0\u201c\u71c8\u5854\u201d\u7a31\u865f\uff0c\u9019\u662f\u8a72\u516c\u53f8\u7684\u7b2c\u4e5d\u500b\u7a31\u865f\uff0c\u9019\u6b21\u662f\u5728\u4e00\u500b\u65b0\u63a8\u51fa\u7684\u985e\u5225\u4e2d\u8868\u5f70\u4eba\u624d\u767c\u5c55\u548c\u4ee5\u4eba\u70ba\u672c\u7684\u52de\u52d5\u529b\u6a21\u5f0f\u3002<\/p>\n<p>Rambach \u63cf\u8ff0\u4e86\u4e00\u7a2e\u57fa\u65bc\u5546\u696d\u50f9\u503c\u800c\u4e0d\u662f\u6280\u8853\u5be6\u9a57\u7684\u7b56\u7565\u3002 \u300c\u6211\u5011\u7e3d\u662f\u5f9e\u696d\u52d9\u548c\u5ba2\u6236\u9700\u6c42\u3001\u54e1\u5de5\u7684\u75db\u9ede\u51fa\u767c\uff0c\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u63d0\u4f9b\u5e6b\u52a9\uff0c\u300d\u4ed6\u544a\u8a34\u6211\u5011\u3002\u6bcf\u500b\u8a08\u5283\u90fd\u5fc5\u9808\u5c55\u73fe\u660e\u78ba\u7684\u696d\u52d9\u50f9\u503c\uff0c\u4e26\u5f9e\u4e00\u958b\u59cb\u5c31\u898f\u5283\u5927\u898f\u6a21\u90e8\u7f72\u3002 Rambach \u548c\u4ed6\u7684\u9ad8\u968e\u7ba1\u7406\u540c\u4e8b\u4e5f\u64d4\u5fc3\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u548c\u9053\u5fb7\u898f\u7bc4\uff0c\u4f46\u662f\uff0c\u6b63\u5982\u4ed6\u5728\u4e00\u4efd\u5831\u544a\u4e2d\u6307\u51fa\u7684\u90a3\u6a23 <a href=\"https:\/\/sloanreview.mit.edu\/projects\/winning-with-intelligent-choice-architectures\/\">2025\u5e74\u5831\u544a<\/a> \u751f\u7522\u8005 <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u548c\u5854\u5854\u8aee\u8a62\u670d\u52d9\u516c\u53f8\u8868\u793a\uff0c\u201c\u53ef\u89e3\u91cb\u6027\u5f88\u91cd\u8981\uff0c\u4f46\u5728\u8463\u4e8b\u6703\u4e2d\uff0c\u5f8c\u679c\u66f4\u91cd\u8981\u3002\u201d<\/p>\n<h3>\u5e73\u8861\u5169\u500b\u4eba\u5de5\u667a\u6167\u7d44\u5408\uff1a\u5167\u90e8\u4eba\u5de5\u667a\u6167\u548c\u9eb5\u5411\u5ba2\u6236\u7684\u4eba\u5de5\u667a\u6167<\/h3>\n<p>\u65bd\u8010\u5fb7\u96fb\u6a5f\u5728\u5169\u500b\u4e0d\u540c\u7684\u9818\u57df\u5c0b\u6c42\u4eba\u5de5\u667a\u6167\u6a5f\u6703\uff0c\u6bcf\u500b\u9818\u57df\u90fd\u6709\u4e0d\u540c\u7684\u7b56\u7565\u8981\u6c42\u3001\u8861\u91cf\u6210\u529f\u7684\u65b9\u6cd5\u4ee5\u53ca\u5be6\u73fe\u50f9\u503c\u7684\u6642\u9593\u8868\u3002<\/p>\n<p>\u5167\u90e8\u4eba\u5de5\u667a\u6167\u61c9\u7528\u7a0b\u5f0f\u53ef\u5e36\u4f86\u66f4\u76f4\u63a5\u7684\u8ca1\u52d9\u56de\u5831\uff0c\u5e6b\u52a9\u54e1\u5de5\u66f4\u5feb\u66f4\u597d\u5730\u5de5\u4f5c\uff0c\u540c\u6642\u70ba\u5ba2\u6236\u63d0\u4f9b\u589e\u5f37\u7684\u652f\u63f4\u3002 <\/p>\n<p>\u540c\u6642\uff0c\u9762\u5411\u5ba2\u6236\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u8868\u4e86\u4e00\u7a2e\u9577\u671f\u7b56\u7565\uff0c\u5c08\u6ce8\u65bc\u5728\u65b0\u8208\u548c\u4e0d\u65b7\u767c\u5c55\u7684\u5e02\u5834\u4e2d\u596a\u53d6\u5e02\u5834\u4efd\u984d\u3002 Rambach \u8868\u793a\uff1a\u300c\u5c0d\u5ba2\u6236\u800c\u8a00\uff0c\u6211\u5011\u5e0c\u671b\u7387\u5148\u9032\u5165\u5e02\u5834\u4e26\u4f54\u64da\u6709\u5229\u5730\u4f4d\uff0c\u5373\u4f7f\u662f\u5728\u4eba\u5de5\u667a\u6167\u8f14\u52a9\u80fd\u6e90\u7ba1\u7406\u5c1a\u672a\u5b8c\u5168\u958b\u767c\u7684\u5e02\u5834\u4e2d\u4e5f\u662f\u5982\u6b64\u3002\u300d\u4f8b\u5982\uff0c\u65bd\u8010\u5fb7\u96fb\u6c23\u904b\u71df\u7684\u6bcf\u500b\u570b\u5bb6\u90fd\u8868\u73fe\u51fa\u4e0d\u540c\u7684\u53ef\u518d\u751f\u80fd\u6e90\u6ef2\u900f\u7387\uff0c\u4e26\u4e14\u96a8\u8457\u5927\u91cf\u65b0\u96fb\u529b\u8ca0\u8f09\u9032\u5165\u96fb\u7db2\u800c\u9762\u81e8\u4e0d\u540c\u7684\u6311\u6230\u3002\u9019\u8981\u6c42\u8a72\u516c\u53f8\u8abf\u6574\u5176\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u4ee5\u9069\u61c9\u4e0d\u540c\u7684\u5e02\u5834\u689d\u4ef6\u3002 <\/p>\n<p>\u5118\u7ba1\u8a31\u591a\u5546\u696d\u4e16\u754c\u90fd\u6025\u65bc\u64c1\u62b1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\uff0c\u4f46\u65bd\u8010\u5fb7\u96fb\u6a5f\u4ecd\u4fdd\u6301\u8457\u5747\u8861\u7684\u4eba\u5de5\u667a\u6167\u6280\u8853\u7d44\u5408\u3002 <a href=\"https:\/\/hbr.org\/2024\/12\/how-gen-ai-and-analytical-ai-differ-and-when-to-use-each\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eba\u5de5\u667a\u6167\u5206\u6790<\/a> \u61c9\u7528\u65bc\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u50b3\u7d71\u6a5f\u5668\u5b78\u7fd2\u4ecd\u5360\u516c\u53f8\u6574\u9ad4\u4eba\u5de5\u667a\u6167\u5de5\u4f5c\u7684\u7d04 60%\uff0c\u7279\u5225\u662f\u5728\u5ba2\u6236\u89e3\u6c7a\u65b9\u6848\u4e2d\u3002 \u300c\u5206\u6790\u4eba\u5de5\u667a\u6167\u975e\u5e38\u91cd\u8981\uff0c\u4e26\u63d0\u4f9b\u4e86\u5f88\u591a\u50f9\u503c\uff0c\u300dRambach \u5f37\u8abf\u3002 \u201c\u6211\u5011\u4e0d\u6703\u653e\u68c4\u9019\u4e00\u9ede\u3002\u201d<\/p>\n<div class=\"callout-pullquote callout-pullquote--no-quote\" data-aos-duration=\"900\" data-aos-anchor-placement=\"bottom-bottom\" data-aos-easing=\"ease-out-back\" data-aos=\"fade-new-left\">\n<p class=\"callout-pullquote__quote\">\n\t\t\t\t\t\u5206\u6790\u578b\u4eba\u5de5\u667a\u6167\u4ecd\u4f54\u65bd\u8010\u5fb7\u96fb\u6a5f\u6574\u9ad4\u4eba\u5de5\u667a\u6167\u5de5\u4f5c\u7684\u7d04 60%\u3002\n\t\t\t\t\t<\/p>\n<\/div>\n<p>\u751f\u6210\u5f0f AI \u7d04\u4f54\u9762\u5411\u5ba2\u6236\u7684\u61c9\u7528\u7a0b\u5f0f\u7684 40%\uff0c\u7d04\u4f54\u4ee5\u54e1\u5de5\u70ba\u4e2d\u5fc3\u7684\u5167\u90e8\u5de5\u5177\u7684 70%\u3002\u5118\u7ba1 Rambach \u5f37\u8abf\uff0c\u4eba\u985e\u5c0d\u7cfb\u7d71\u958b\u767c\u7684\u5927\u91cf\u53c3\u8207\u4ecd\u7136\u81f3\u95dc\u91cd\u8981\uff0c\u4f46\u8a72\u6280\u8853\u64c5\u9577\u4f7f\u7cfb\u7d71\u66f4\u6613\u65bc\u4f7f\u7528\u3001\u63d0\u4f9b\u652f\u63f4\u529f\u80fd\u4ee5\u53ca\u7522\u751f\u7a0b\u5f0f\u78bc\u3002\u65bd\u8010\u5fb7\u96fb\u6a5f\u9084\u5c07\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u7d0d\u5165\u5176\u667a\u6167\u96fb\u7db2\u89e3\u6c7a\u65b9\u6848\uff0c\u4e26\u6b63\u5728\u63a2\u7d22\u61c9\u7528\u57fa\u790e\u8b8a\u58d3\u5668\u6a21\u578b\u4f86\u5206\u6790\u7269\u806f\u7db2\u548c\u6642\u9593\u5e8f\u5217\u6578\u64da\uff0c\u4e26\u5275\u5efa\u591a\u4efb\u52d9\u6a21\u578b\u3002<\/p>\n<p>\u65bd\u8010\u5fb7\u96fb\u6a5f\u6700\u91cd\u8981\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u61c9\u7528\u4e4b\u4e00\u89e3\u6c7a\u4e86\u5927\u578b\u4f01\u696d\u5e38\u898b\u7684\u6311\u6230\uff1a\u4f7f\u7d44\u7e54\u77e5\u8b58\u6613\u65bc\u5b58\u53d6\u548c\u4f7f\u7528\u3002\u8a72\u516c\u53f8\u9700\u8981\u5177\u6709\u5f37\u5927\u5b89\u5168\u6027\u3001\u6e05\u6670\u8cc7\u8a0a\u4f86\u6e90\u4ee5\u53ca\u5f15\u7528\u4f86\u6e90\u80fd\u529b\u7684\u7cfb\u7d71\u3002\u9019\u9700\u8981\u5efa\u7acb\u91dd\u5c0d\u7279\u5b9a\u529f\u80fd\u7684\u5782\u76f4\u77e5\u8b58\u5eab\uff0c\u800c\u4e0d\u662f\u90e8\u7f72\u4e00\u5200\u5207\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<p>\u4e8b\u5be6\u8b49\u660e\uff0c\u9019\u4e9b\u7528\u4f8b\u7684\u975e\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u7ba1\u7406\u5177\u6709\u6307\u5c0e\u610f\u7fa9\u3002 \u300c\u70ba\u4e86\u6578\u64da\u54c1\u8cea\u800c\u8981\u6c42\u4eba\u5011\u6e05\u7406\u81ea\u5df1\u7684\u6578\u64da\u662f\u884c\u4e0d\u901a\u7684\uff0c\u300d\u62c9\u59c6\u5df4\u8d6b\u8aaa\u3002\u4eba\u5011\u672c\u80fd\u5730\u6297\u62d2\u90a3\u4e9b\u611f\u89ba\u50cf\u662f\u5728\u505a\u5de5\u4f5c\u7684\u4e8b\u60c5\u3002 \u300c\u4f46\u5982\u679c\u4f60\u5411\u4ed6\u5011\u5c55\u793a\u5728\u4eba\u5de5\u667a\u6167\u80cc\u666f\u4e0b\u4f60\u53ef\u4ee5\u7528\u5b83\u505a\u4ec0\u9ebc\uff0c\u4ed6\u5011\u5c31\u6703\u66f4\u9858\u610f\u63a5\u53d7\uff0c\u300d\u4ed6\u6307\u51fa\u3002\u7576\u54e1\u5de5\u53ef\u4ee5\u770b\u5230\u66f4\u597d\u7684\u6578\u64da\u7684\u76f4\u63a5\u5f71\u97ff\u6642\uff0c\u4ed6\u5011\u9858\u610f\u57f7\u884c\u7ba1\u7406\u5de5\u4f5c\u3002<\/p>\n<p>\u9019\u9805\u898b\u89e3\u53cd\u6620\u4e86\u516c\u53f8\u66f4\u5ee3\u6cdb\u7684\u539f\u5247\uff1a\u54e1\u5de5\u5fc5\u9808\u878d\u5165\u4eba\u5de5\u667a\u6167\u958b\u767c\u6d41\u7a0b\u3002 Rambach \u8868\u793a\uff1a\u201c\u4e00\u7dda\u4eba\u54e1\u6b63\u5728\u958b\u5c55\u9019\u9805\u5de5\u4f5c\uff0c\u4ed6\u5011\u662f\u65bd\u8010\u5fb7\u4eba\u5de5\u667a\u6167\u65b9\u6cd5\u7684\u6838\u5fc3\u3002\u201d \u201c\u6211\u5011\u5f9e\u696d\u52d9\u9818\u57df\u958b\u59cb\uff0c\u5f15\u5165\u5176\u4ed6\u9700\u8981\u7684\u4eba\u3002\u6838\u5fc3\u5c08\u5bb6\u4e0d\u5177\u5099\u8a72\u9818\u57df\u7684\u77e5\u8b58\u3002\u201d<\/p>\n<aside class=\"article-ad ad-300  ad-300x600 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<h3>\u5d4c\u5165\u4eba\u5de5\u667a\u6167\uff0c\u800c\u4e0d\u662f\u5efa\u69cb\u7368\u7acb\u7522\u54c1<\/h3>\n<p>\u65bd\u8010\u5fb7\u96fb\u6a5f\u523b\u610f\u907f\u514d\u70ba\u5167\u90e8\u7528\u6236\u6216\u5ba2\u6236\u5275\u5efa\u55ae\u7368\u7684\u4eba\u5de5\u667a\u6167\u7522\u54c1\u3002\u76f8\u53cd\uff0c\u8a72\u516c\u53f8\u5c07\u4eba\u5de5\u667a\u6167\u529f\u80fd\u5d4c\u5165\u73fe\u6709\u7cfb\u7d71\u548c\u6d41\u7a0b\u4e2d\uff0c\u4f8b\u5982\u80fd\u6e90\u7ba1\u7406\u61c9\u7528\u7a0b\u5f0f\u3001\u73fe\u5834\u670d\u52d9\u5de5\u5177\u3001\u5ba2\u6236\u670d\u52d9\u5e73\u53f0\u548c\u92b7\u552e\u8f14\u52a9\u5de5\u5177\u3002\u4e00\u500b\u5178\u578b\u7684\u4f8b\u5b50\u662f\u5b83\u70ba\u516c\u53f8\u92b7\u552e\u4eba\u54e1\u5be6\u65bd\u7684\u4eba\u5de5\u667a\u6167\u5de5\u5177\uff0c\u4ed6\u5011\u5fc5\u9808\u700f\u89bd\u6975\u5176\u8907\u96dc\u7684\u7522\u54c1\u76ee\u9304\u3002\u8a72\u516c\u53f8\u6c92\u6709\u63a8\u51fa\u7368\u7acb\u7684\u61c9\u7528\u7a0b\u5e8f\uff0c\u800c\u662f\u5c07\u4eba\u5de5\u667a\u6167\u63a8\u85a6\u529f\u80fd\u5167\u5efa\u5230 Sales Copilot \u4e2d\u3002\u8a72\u516c\u53f8\u5c07\u7522\u54c1\u7ba1\u7406\u898f\u5247\u61c9\u7528\u65bc\u4eba\u5de5\u667a\u6167\u7528\u4f8b\uff0c\u76e3\u7763\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u6d41\u7a0b\u548c\u7522\u54c1\u5f9e\u6982\u5ff5\u5230\u90e8\u7f72\u518d\u5230\u6700\u7d42\u9000\u5f79\u7684\u6574\u500b\u904e\u7a0b\u3002<\/p>\n<p>\u9019\u7a2e\u6574\u5408\u7b56\u7565\u64f4\u5c55\u5230\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7b49\u65b0\u8208\u529f\u80fd\uff0c\u5118\u7ba1\u8a72\u6280\u8853\u76f8\u5c0d\u4e0d\u6210\u719f\uff0c\u4f46\u65bd\u8010\u5fb7\u96fb\u6a5f\u5982\u4eca\u5df2\u7d93\u770b\u5230\u4e86\u5be6\u7528\u50f9\u503c\u3002\u8a72\u516c\u53f8\u5efa\u7acb\u4e86\u4e00\u500b\u7528\u65bc\u8655\u7406\u5831\u50f9\u8acb\u6c42\u7684\u4ee3\u7406\u7cfb\u7d71\uff0c\u8a72\u7cfb\u7d71\u63d0\u53d6\u95dc\u9375\u8a0a\u606f\uff0c\u91cd\u65b0\u5236\u5b9a\u8a0a\u606f\uff0c\u4e26\u70ba\u92b7\u552e\u4eba\u54e1\u9032\u884c\u532f\u7e3d\u3002\u8a72\u7cfb\u7d71\u4e26\u4e0d\u5b8c\u7f8e\uff0c\u4f46\u5b83\u986f\u8457\u63d0\u9ad8\u4e86\u92b7\u552e\u6548\u7387\u3002 \u300c\u5728\u516c\u53f8\u7684\u8a31\u591a\u60c5\u6cc1\u4e0b\uff0c\u7576\u9032\u884c\u4eba\u5de5\u5be9\u6838\u6642\uff0c80% \u5230 90% \u7684\u6e96\u78ba\u5ea6\u5c31\u8db3\u5920\u4e86\uff0c\u300dRambach \u6307\u51fa\u3002\u95dc\u9375\u662f\u6559\u80b2\u7528\u6236\u5be9\u67e5\u548c\u6539\u9032\u4eba\u5de5\u667a\u6167\u7684\u8f38\u51fa\uff0c\u800c\u4e0d\u662f\u76f2\u76ee\u63a5\u53d7\u5b83\u3002\u65bd\u8010\u5fb7\u96fb\u6a5f\u6b63\u9010\u6b65\u8f49\u5411\u66f4\u4ee3\u7406\u7684\u6d41\u7a0b\u81ea\u52d5\u5316\uff0c\u64fa\u812b\u50b3\u7d71\u7684\u6a5f\u5668\u4eba\u6d41\u7a0b\u81ea\u52d5\u5316\uff0c\u540c\u6642\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u4f5c\u70ba\u9867\u554f\u548c\u63a8\u85a6\u8005\uff0c\u800c\u4e0d\u662f\u5b8c\u5168\u81ea\u4e3b\u7684\u6c7a\u7b56\u8005\u3002<\/p>\n<p>\u65bd\u8010\u5fb7\u96fb\u6a5f\u8a8d\u771f\u5c0d\u5f85\u54e1\u5de5\u7684\u7406\u89e3\u548c\u884c\u70ba\u6539\u8b8a\uff0c\u4e26\u5be6\u65bd\u5206\u5c64\u57f9\u8a13\u65b9\u6cd5\u4f86\u8b58\u5225\u6574\u500b\u7d44\u7e54\u7684\u4e0d\u540c\u9700\u6c42\u3002\u8a72\u516c\u53f8\u5df2\u5c07\u4eba\u5de5\u667a\u6167\u57f9\u8a13\u5f37\u5236\u898f\u5b9a\u70ba\u6bcf\u500b\u4eba\uff0c\u4f46\u91dd\u5c0d\u56db\u500b\u4e0d\u540c\u7684\u7fa4\u9ad4\u91cf\u8eab\u5b9a\u5236\u4e86\u8ab2\u7a0b\u3002\u9996\u5148\uff0c\u6240\u6709\u54e1\u5de5\uff0c\u5305\u62ec\u751f\u7522\u7dda\u4e0a\u7684\u54e1\u5de5\uff0c\u90fd\u63a5\u53d7\u57fa\u790e\u4eba\u5de5\u667a\u6167\u57f9\u8a13\u3002\u5176\u6b21\uff0c\u7ba1\u7406\u5c64\u63a5\u53d7\u9818\u5148\u4eba\u5de5\u667a\u6167\u8a08\u5283\u548c\u7ba1\u7406\u4eba\u5de5\u667a\u6167\u5718\u968a\u7684\u5c08\u9580\u57f9\u8a13\u3002\u7b2c\u4e09\uff0cRambach\u5718\u968a\u7684AI\u5c08\u5bb6\u63a5\u53d7\u904e\u6df1\u5165\u7684\u6280\u8853\u8a13\u7df4\u3002\u6700\u5f8c\uff0c\u4e5f\u662f\u6700\u4e0d\u5c0b\u5e38\u7684\u4e00\u9ede\u662f\uff0c\u7522\u54c1\u7d93\u7406\u3001\u6d41\u7a0b\u8ca0\u8cac\u4eba\u548c IT \u8ca0\u8cac\u4eba\u63a5\u53d7\u7684\u57f9\u8a13\u91cd\u9ede\u662f\u4eba\u5de5\u667a\u6167\u5982\u4f55\u5be6\u73fe\u5176\u9818\u57df\u7684\u8f49\u578b\u3002<\/p>\n<h3>\u4e00\u500b\u70ba\u898f\u6a21\u800c\u8a2d\u8a08\u7684\u4eba\u5de5\u667a\u6167\u7d44\u7e54\u2014\u7121\u9700\u8a66\u9ede<\/h3>\n<p>\u4e5f\u8a31\u65bd\u8010\u5fb7\u96fb\u6a5f\u6700\u986f\u8457\u7684\u7279\u5fb5\u662f\u5176\u7d44\u7e54\u6a21\u5f0f\uff0c\u8a72\u6a21\u5f0f\u7684\u660e\u78ba\u8a2d\u8a08\u76ee\u7684\u662f\u5feb\u901f\u5728\u6574\u500b\u7d44\u7e54\u4e2d\u7522\u751f\u5f71\u97ff\uff0c\u800c\u4e0d\u662f\u9032\u884c\u8a66\u9ede\u548c\u5be6\u9a57\u3002 Rambach \u5f37\u8abf\uff1a\u201c\u6211\u5011\u7684\u76ee\u6a19\u4e0d\u662f\u9032\u884c\u8a66\u9ede\u548c\u5be6\u9a57\uff1a\u7528\u4f8b\u662f\u5927\u898f\u6a21\u90e8\u7f72\u7684\u3002\u201d<\/p>\n<p>\u8a72\u6a21\u578b\u7531\u4e09\u500b\u7d44\u6210\u90e8\u5206\u7d44\u6210\uff1a\u4e00\u500b\u7531 350 \u591a\u4eba\u7d44\u6210\u7684\u81f4\u529b\u65bc\u4eba\u5de5\u667a\u6167\u7684\u5718\u968a\uff1b\u7d9c\u5408\u6280\u8853\u5e73\u53f0\uff0c\u5305\u542b Microsoft Azure\u3001Amazon Web Services\u3001Databricks\u3001\u5177\u6709\u6aa2\u7d22\u589e\u5f37\u751f\u6210\u529f\u80fd\u7684\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u64cd\u4f5c\u3001LangChain \u548c\u5404\u7a2e API\uff1b\u4e5f\u8a31\u6700\u91cd\u8981\u7684\u662f\uff0c\u4e00\u500b\u7d50\u69cb\u5316\u7684\u6d41\u7a0b\uff0c\u6307\u5c0e\u5f9e\u9858\u666f\u5230\u69cb\u601d\u548c\u5b75\u5316\u518d\u5230\u5927\u898f\u6a21\u90e8\u7f72\u7684\u8209\u63aa\u3002<\/p>\n<div class=\"callout-pullquote callout-pullquote--no-quote callout-pullquote--long\" data-aos-duration=\"900\" data-aos-anchor-placement=\"bottom-bottom\" data-aos-easing=\"ease-out-back\" data-aos=\"fade-up\">\n<p class=\"callout-pullquote__quote\">\n\t\t\t\t\t\u6211\u5011\u7684\u76ee\u6a19\u4e0d\u662f\u9032\u884c\u8a66\u9ede\u548c\u5be6\u9a57\uff1a\u7528\u4f8b\u662f\u5927\u898f\u6a21\u90e8\u7f72\u7684\u3002\n\t\t\t\t\t<\/p>\n<footer>\n<p class=\"callout-pullquote-attribution\">\u2014 Philippe Rambach\uff0c\u65bd\u8010\u5fb7\u96fb\u6c23<\/p>\n<\/footer>\n<\/div>\n<p>\u5728\u6b64\u904e\u7a0b\u4e2d\u7684\u6bcf\u500b\u95dc\u53e3\uff0c\u516c\u53f8\u90fd\u6703\u78ba\u8a8d\u696d\u52d9\u8a08\u5283\u548c\u696d\u52d9\u6848\u4f8b\u3002\u6210\u529f\u9700\u8981\u5c07\u9818\u57df\u77e5\u8b58\u8207\u4eba\u5de5\u667a\u6167\u5c08\u696d\u77e5\u8b58\u76f8\u7d50\u5408\uff0c\u5f9e\u800c\u5c07\u7522\u54c1\u6240\u6709\u8005\u3001IT \u5c08\u696d\u4eba\u54e1\u3001\u6578\u64da\u5c08\u5bb6\u3001\u57f9\u8a13\u5e2b\u548c\u884c\u92b7\u4eba\u54e1\u805a\u96c6\u5728\u4e00\u8d77\u3002\u5176\u4ed6\u4e00\u4e9b\u7d44\u7e54\u4e5f\u63a1\u7528\u9019\u7a2e\u65b9\u5f0f <a href=\"https:\/\/hbr.org\/2026\/01\/manage-your-ai-investments-like-a-portfolio\" target=\"_blank\" rel=\"noopener noreferrer\">\u4eba\u5de5\u667a\u6167\u8a08\u5283\u7684\u968e\u6bb5\u6027\u65b9\u6cd5<\/a>\uff0c\u6211\u5011\u76f8\u4fe1\u9019\u662f\u589e\u52a0\u7372\u5f97\u6709\u50f9\u503c\u7d50\u679c\u7684\u53ef\u80fd\u6027\u7684\u6709\u7528\u65b9\u6cd5\u3002\u7136\u800c\uff0c\u5728\u4e0d\u4e00\u5b9a\u6d89\u53ca\u4eba\u5de5\u667a\u6167\u7684\u65b0\u7522\u54c1\u958b\u767c\u904e\u7a0b\u4e2d\uff0c\u9019\u7a2e\u60c5\u6cc1\u66f4\u70ba\u5e38\u898b\u3002 <\/p>\n<h3>\u7121\u9700\u7b49\u5f85\u78ba\u5b9a\u6027\u5373\u53ef\u8861\u91cf\u50f9\u503c<\/h3>\n<p>\u8861\u91cf\u4eba\u5de5\u667a\u6167\u7684\u7d93\u6fdf\u50f9\u503c\u63d0\u51fa\u4e86\u6311\u6230\uff0c\u7279\u5225\u662f\u5c0d\u65bc\u9762\u5411\u5ba2\u6236\u7684\u7522\u54c1\uff0c\u5176\u4e2d\u9032\u6b65\u7684\u91cd\u8981\u6027\u5f88\u96e3\u5340\u5206\u3002 Rambach \u8868\u793a\uff1a\u300c\u5728\u5ba2\u6236\u7522\u54c1\u9818\u57df\uff0c\u8981\u5c55\u793a\u6280\u8853\u6539\u9032\u5e36\u4f86\u7684\u50f9\u503c\u53ef\u80fd\u5f88\u56f0\u96e3\u3002\u300d\u300c\u5f9e\u684c\u4e0a\u578b\u96fb\u8166\u8f49\u5411\u7b46\u8a18\u578b\u96fb\u8166\u7684\u6295\u8cc7\u5831\u916c\u7387\u662f\u591a\u5c11\uff1f\u5411\u7522\u54c1\u6dfb\u52a0\u901a\u8a0a\u5354\u5b9a\u7684\u50f9\u503c\u662f\u4ec0\u9ebc\uff1f\u300d\u4e0d\u904e\uff0c\u8a72\u516c\u53f8\u78ba\u5be6\u8ffd\u8e64\u4eba\u5de5\u667a\u6167\u7522\u54c1\u7684\u4f7f\u7528\u7387\u548c\u7d50\u679c\uff0c\u4f8b\u5982\u5ba2\u6236\u5be6\u73fe\u7684\u7bc0\u80fd\u3002<\/p>\n<p>\u5c0d\u65bc\u5167\u90e8\u61c9\u7528\u7a0b\u5e8f\uff0c\u65bd\u8010\u5fb7\u96fb\u6a5f\u5f9e\u660e\u78ba\u7684\u696d\u52d9\u50f9\u503c\u4e3b\u5f35\u958b\u59cb\uff0c\u4e26\u8ffd\u8e64\u5169\u500b KPI\uff1a\u63a1\u7528\u76ee\u6a19\u548c\u7e3e\u6548\u6307\u6a19\u3002\u6548\u80fd\u6307\u6a19\u56e0\u7528\u4f8b\u800c\u7570\uff1b\u5b83\u53ef\u80fd\u662f\u6e96\u78ba\u6027\u3001\u5ba2\u6236\u6eff\u610f\u5ea6\u8a55\u5206\u6216\u4fe1\u7528\u9055\u7d04\u7387\u7684\u6e1b\u5c11\u3002 \u201c\u6bcf\u500b\u90fd\u6709\u4e00\u500b KPI\uff0c\u201dRambach \u8aaa\u3002 \u201c\u6211\u5011\u6703\u95dc\u6ce8\u5b83\u662f\u5426\u8868\u73fe\u51fa\u8272\u3002\u201d<\/p>\n<p>\u696d\u52d9\u5229\u5bb3\u95dc\u4fc2\u4eba\u64c1\u6709\u50f9\u503c\u4e3b\u5f35\uff0c\u4e26\u5354\u52a9\u70ba\u5176\u7528\u4f8b\u5236\u5b9a\u9069\u7576\u7684 KPI\u3002\u8a72\u516c\u53f8\u8a08\u7b97\u5e74\u5ea6\u4eba\u5de5\u667a\u6167\u7e3d\u50f9\u503c\u4e26\u5411\u8463\u4e8b\u6703\u5831\u544a\u4f30\u8a08\u503c\uff0c\u9810\u6e2c\u8a72\u6280\u8853\u5728\u56db\u5e74\u5167\u7684\u5f71\u97ff\uff0c\u4f46\u5c0d\u9019\u4e9b\u6578\u64da\u4fdd\u5bc6\u3002<\/p>\n<p>\u62c9\u59c6\u5df4\u8d6b\u544a\u8aa1\u4e0d\u8981\u7b49\u5f85\u5b8c\u7f8e\u7684\u6e2c\u91cf\u65b9\u6cd5\u624d\u63a1\u53d6\u884c\u52d5\u3002 \u300c\u5982\u679c\u4f60\u7b49\u5f85\u660e\u78ba\u7684\u50f9\u503c\u8861\u91cf\uff0c\u4f60\u5c07\u932f\u904e\u5f88\u591a\u6a5f\u6703\uff0c\u300d\u4ed6\u8b66\u544a\u3002\u9019\u7a2e\u4ee5\u5408\u7406\u7684\u4fe1\u5fc3\u800c\u4e0d\u662f\u7d55\u5c0d\u7684\u78ba\u5b9a\u6027\u5411\u524d\u63a8\u9032\u7684\u610f\u9858\uff0c\u4f7f\u65bd\u8010\u5fb7\u96fb\u6a5f\u80fd\u5920\u64f4\u5c55\u4eba\u5de5\u667a\u6167\u61c9\u7528\uff0c\u800c\u7af6\u722d\u5c0d\u624b\u4ecd\u9677\u65bc\u8a66\u9ede\u7149\u7344\u3002<\/p>\n<h3>\u5176\u4ed6\u4f01\u696d\u7684\u4eba\u5de5\u667a\u6167\u7ba1\u7406\u7d93\u9a57\u6559\u8a13<\/h3>\n<p>\u65bd\u8010\u5fb7\u96fb\u6a5f\u7684\u4eba\u5de5\u667a\u6167\u65b9\u6cd5\u70ba\u5c0b\u6c42\u8d85\u8d8a\u5be6\u9a57\u898f\u6a21\u7684\u516c\u53f8\u63d0\u4f9b\u4e86\u4e00\u4e9b\u7d93\u9a57\u6559\u8a13\uff1a<\/p>\n<p><strong>\u5f9e\u5546\u696d\u50f9\u503c\u958b\u59cb\uff0c\u800c\u4e0d\u662f\u6280\u8853\u3002<\/strong> \u65bd\u8010\u5fb7\u96fb\u6a5f\u7684\u6bcf\u9805\u4eba\u5de5\u667a\u6167\u8a08\u756b\u90fd\u59cb\u65bc\u696d\u52d9\u9700\u6c42\u548c\u5ba2\u6236\u75db\u9ede\uff0c\u800c\u4e0d\u662f\u8cea\u7591\u6700\u65b0\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p><strong>\u8b93\u7b2c\u4e00\u7dda\u54e1\u5de5\u53c3\u8207\u767c\u5c55\u3002<\/strong> \u5f9e\u4e8b\u9019\u9805\u5de5\u4f5c\u7684\u4eba\u54e1\u64c1\u6709\u6838\u5fc3\u4eba\u5de5\u667a\u6167\u5c08\u5bb6\u6240\u7f3a\u4e4f\u7684\u57fa\u672c\u9818\u57df\u77e5\u8b58\u3002\u6709\u6548\u7684\u4eba\u5de5\u667a\u6167\u9700\u8981\u5f9e\u4e00\u958b\u59cb\u5c31\u878d\u5408\u9019\u4e9b\u89c0\u9ede\u3002<\/p>\n<p><strong>\u5c07\u4eba\u5de5\u667a\u6167\u5d4c\u5165\u73fe\u6709\u5de5\u4f5c\u6d41\u7a0b\u3002<\/strong> \u65bd\u8010\u5fb7\u96fb\u6a5f\u4e26\u6c92\u6709\u8981\u6c42\u5ba2\u6236\u6216\u54e1\u5de5\u63a1\u7528\u65b0\u7684\u7368\u7acb\u5de5\u5177\uff0c\u800c\u662f\u5c07\u4eba\u5de5\u667a\u6167\u529f\u80fd\u5efa\u7f6e\u5230\u4eba\u5011\u5df2\u7d93\u4f7f\u7528\u7684\u7cfb\u7d71\u4e2d\u3002<\/p>\n<p><strong>\u5f9e\u4e00\u958b\u59cb\u5c31\u6309\u898f\u6a21\u8a2d\u8a08\u3002<\/strong> \u65bd\u8010\u5fb7\u96fb\u6a5f\u7684\u7d44\u7e54\u6a21\u5f0f\u3001\u6280\u8853\u57fa\u790e\u8a2d\u65bd\u548c\u6cbb\u7406\u6d41\u7a0b\u90fd\u662f\u70ba\u4e86\u90e8\u7f72\u751f\u7522\u7cfb\u7d71\u800c\u5efa\u69cb\u7684\uff0c\u800c\u4e0d\u662f\u70ba\u4e86\u5275\u5efa\u8a66\u9ede\u3002<\/p>\n<p><strong>\u6295\u8cc7\u5dee\u7570\u5316\u57f9\u8a13\u3002<\/strong> \u4e0d\u540c\u7684\u89d2\u8272\u9700\u8981\u4e0d\u540c\u7a0b\u5ea6\u548c\u985e\u578b\u7684\u4eba\u5de5\u667a\u6167\u7d20\u990a\u3002\u4e00\u5200\u5207\u7684\u57f9\u8a13\u8a08\u756b\u7121\u6cd5\u57f9\u990a\u6574\u500b\u7d44\u7e54\u6240\u9700\u7684\u80fd\u529b\u3002<\/p>\n<p><strong>\u5e73\u8861\u5206\u6790\u578b\u4eba\u5de5\u667a\u6167\u548c\u751f\u6210\u578b\u4eba\u5de5\u667a\u6167\u3002<\/strong> \u5118\u7ba1\u76ee\u524d\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u6167\u4ee4\u4eba\u8208\u596e\uff0c\u4f46\u57fa\u65bc\u7d50\u69cb\u5316\u8cc7\u6599\u7684\u50b3\u7d71\u6a5f\u5668\u5b78\u7fd2\u7e7c\u7e8c\u5728\u8a31\u591a\u60c5\u6cc1\u4e0b\u63d0\u4f9b\u5de8\u5927\u7684\u50f9\u503c\u3002<\/p>\n<hr class=\"break\"\/>\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u529f\u80fd\u7684\u4e0d\u65b7\u5feb\u901f\u767c\u5c55\uff0c\u65bd\u8010\u5fb7\u96fb\u6c23\u56b4\u683c\u7684\u3001\u696d\u52d9\u9a45\u52d5\u7684\u65b9\u6cd5\u70ba\u5c0b\u6c42\u8d85\u8d8a\u5be6\u9a57\u4ee5\u7522\u751f\u771f\u6b63\u7684\u71df\u904b\u5f71\u97ff\u7684\u4f01\u696d\u63d0\u4f9b\u4e86\u4e00\u500b\u6a21\u578b\u3002\u900f\u904e\u898f\u6a21\u5316\u8a2d\u8a08\u3001\u5438\u5f15\u7b2c\u4e00\u7dda\u54e1\u5de5\u4e26\u6301\u7e8c\u5c08\u6ce8\u65bc\u53ef\u8861\u91cf\u7684\u5546\u696d\u50f9\u503c\uff0c\u8a72\u516c\u53f8\u5efa\u7acb\u4e86\u4e00\u500b\u80fd\u5920\u6eff\u8db3\u5ba2\u6236\u548c\u54e1\u5de5\u76ee\u6a19\u7684\u4eba\u5de5\u667a\u6167\u8a08\u756b\u3002 <\/p>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<div class=\"article-left-col--footer\">\n<section class=\"article-topics\">\n<h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n<\/section>\n<section class=\"article-section\">\n<h4 class=\"article-section__title\">\u884c\u52d5\u4e2d\u7684 AI<\/h4>\n<p>\n            \u672c\u5c08\u6b04\u7cfb\u5217\u63a2\u8a0e\u73fe\u4ee3\u516c\u53f8\u9762\u81e8\u7684\u6700\u5927\u8cc7\u6599\u8207\u5206\u6790\u6311\u6230\uff0c\u4e26\u6df1\u5165\u63a2\u8a0e\u53ef\u5354\u52a9\u5176\u4ed6\u7d44\u7e54\u52a0\u901f\u5176\u4eba\u5de5\u667a\u6167\u9032\u7a0b\u7684\u6210\u529f\u4f7f\u7528\u6848\u4f8b\u3002        <\/p>\n<p>        <a href=\"https:\/\/sloanreview.mit.edu\/series\/ai-in-action\/\" class=\"article-section__link\"><\/p>\n<p>           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9<br \/>\n                      <\/a><\/p>\n<\/section><\/div>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u95dc\u65bc\u4f5c\u8005<\/h4>\n<div class=\"article-authors__bio\">\n<p><a href=\"https:\/\/www.linkedin.com\/in\/davenporttom\/\" target=\"_blank\" rel=\"noopener\">\u6258\u99ac\u65af\u00b7H\u00b7\u9054\u6587\u200b\u200b\u6ce2\u7279<\/a> \u662f\u5df4\u5e03\u68ee\u5b78\u9662\u6885\u7279\u7f85\u666e\u6d1b\u65af\u79d1\u6280\u8207\u5275\u696d\u5b78\u9662\u7684\u8cc7\u8a0a\u79d1\u6280\u8207\u7ba1\u7406\u5b78\u7e3d\u7d71\u5091\u51fa\u6559\u6388\u3001\u6559\u52d9\u4e3b\u4efb\uff0c\u4e5f\u662f\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u6578\u4f4d\u7d93\u6fdf\u5021\u8b70\u7684\u7814\u7a76\u54e1\u3002\u4ed6\u7684\u6700\u65b0\u66f8\u662f <cite>\u5ba2\u6236\u95dc\u4fc2\u7684\u65b0\u79d1\u5b78\uff1a\u5229\u7528\u4eba\u5de5\u667a\u6167\u514c\u73fe\u4e00\u5c0d\u4e00\u7684\u627f\u8afe<\/cite> \uff08\u5a01\u5229\uff0c2025\uff09\u3002 <a href=\"https:\/\/www.linkedin.com\/in\/randy-bean-6903882\/\" target=\"_blank\" rel=\"noopener\">\u862d\u8fea\u00b7\u6bd4\u6069<\/a> \u56db\u5341\u591a\u5e74\u4f86\uff0c\u4e00\u76f4\u64d4\u4efb\u8ca1\u5bcc 1000 \u5f37\u7d44\u7e54\u7684\u6578\u64da\u548c\u4eba\u5de5\u667a\u6167\u9818\u5c0e\u9867\u554f\u3002\u4ed6\u662f<cite>\u5feb\u901f\u5931\u6557\uff0c\u5feb\u901f\u5b78\u7fd2\uff1a\u5728\u7834\u58de\u3001\u5927\u6578\u64da\u548c\u4eba\u5de5\u667a\u80fd\u6642\u4ee3\uff0c\u6578\u64da\u9a45\u52d5\u9818\u5c0e\u529b\u7684\u6559\u8a13<\/cite> \uff08\u5a01\u5229\uff0c2021\uff09\u3002<\/p>\n<\/div><\/div>\n<\/div>\n<p>#\u65bd\u8010\u5fb7 #\u96fb\u52d5 #\u79e4 #\u7522\u54c1 #\u6d41\u7a0b<\/p>","protected":false},"excerpt":{"rendered":"<p>\u4e3b\u984c \u4eba\u5de5\u667a\u6167\u5728\u884c\u52d5 \u672c\u5c08\u6b04\u7cfb\u5217\u8457\u91cd\u65bc\u73fe\u4ee3\u516c\u53f8\u9762\u81e8\u7684\u6700\u5927\u6578\u64da\u548c\u5206\u6790\u6311\u6230\uff0c\u4e26\u6df1\u5165\u63a2\u8a0e\u53ef\u4ee5\u5e6b\u52a9\u5176\u4ed6\u7d44\u7e54\u52a0\u901f\u4eba\u5de5\u667a\u6167\u9032\u5c55\u7684\u6210\u529f\u7528\u4f8b\u3002\u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9 Matt Harrison Clough\/Ikon Images \u6458\u8981\uff1a\u6cd5\u570b\u8de8\u570b\u516c\u53f8\u65bd\u8010\u5fb7\u96fb\u6a5f\u6b63\u5728\u61c9\u5c0d\u4f01\u696d\u6700\u95dc\u9375\u7684\u6311\u6230\u4e4b\u4e00 [...]<\/p>","protected":false},"author":1,"featured_media":6406,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-6405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Schneider Electric Scales AI in Both Products and Processes - MORE SOURCING LTD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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