{"id":1113898,"date":"2025-12-09T18:09:08","date_gmt":"2025-12-09T18:09:08","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=1113898"},"modified":"2026-03-25T16:05:10","modified_gmt":"2026-03-25T16:05:10","slug":"the-ai-driven-transformation-of-industrial-value-chains","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/the-ai-driven-transformation-of-industrial-value-chains\/","title":{"rendered":"AI \u63a8\u52a8\u7684\u5de5\u4e1a\u4ef7\u503c\u94fe\u8f6c\u578b"},"content":{"rendered":"<p style=\"text-align: center;\"><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668\" src=\"https:\/\/www.youtube.com\/embed\/UFGOU_QQSw0?si=sn8tW88mUN8JL4D_\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<div class=\"fusion-button-wrapper fusion-aligncenter\"><a class=\"fusion-button button-flat fusion-button-default-size button-default fusion-button-default button-1 fusion-button-default-span fusion-button-default-type\" target=\"_self\" href=\"https:\/\/thebridge.artefact.com\/\" rel=\"noopener\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u8bbf\u95ee thebridge.artefact.com<\/span><\/a><\/div>\n<p>\u5728 data \u548c artificial intelligence \u7684\u63a8\u52a8\u4e0b\uff0c\u5168\u7403\u5404\u884c\u5404\u4e1a\u6b63\u5728\u8fdb\u5165\u8f6c\u578b\u7684\u65b0\u9636\u6bb5\u3002\u80fd\u6e90\u6210\u672c\u4e0a\u5347\u3001\u4f9b\u5e94\u94fe\u4e2d\u65ad\u3001\u53ef\u6301\u7eed\u53d1\u5c55\u8981\u6c42\u4ee5\u53ca\u65e5\u76ca\u6269\u5927\u7684\u4eba\u624d\u7f3a\u53e3\uff0c\u90fd\u8feb\u4f7f\u5236\u9020\u5546\u91cd\u65b0\u601d\u8003\u5982\u4f55\u8fd0\u8425\u548c\u521b\u65b0\u3002.<\/p>\n<p>\u5728\u8fd9\u6b21\u4e3a\u300a\u6865\u300b\u6742\u5fd7\u64b0\u5199\u7684\u5bf9\u8bdd\u4e2d\uff0cArtefact \u7684 <a href=\"https:\/\/www.linkedin.com\/in\/alexandre-thion-de-la-chaume-a8054217\/\" target=\"_blank\" rel=\"noopener\">\u4e9a\u5386\u5c71\u5927-\u8482\u6602-\u5fb7\u62c9\u8096\u6885<\/a>, Managing Partner \u548c\u5168\u7403\u884c\u4e1a\u9886\u5bfc\uff0c\u4ee5\u53ca <a href=\"https:\/\/www.linkedin.com\/in\/florencebenezit\/\" target=\"_blank\" rel=\"noopener\">\u4f5b\u7f57\u4f26\u8428-\u8d1d\u5185\u9f50\u7279<\/a>, 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<em>\u201c\u4f46\u662f\uff0c\u5b83\u4eec\u90fd\u9762\u4e34\u7740\u6210\u672c\u4e0a\u5347\u3001\u4f9b\u5e94\u94fe\u590d\u6742\u4ee5\u53ca\u5bf9\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u671f\u671b\u8d8a\u6765\u8d8a\u9ad8\u7684\u95ee\u9898\u201d\u3002\u201d<\/em><\/p>\n<p>\u6709\u51e0\u79cd\u8d8b\u52bf\u6b63\u5728\u7ed9\u5de5\u4e1a\u4ef7\u503c\u94fe\u5e26\u6765\u538b\u529b\uff1a<\/p>\n<ul>\n<li>\u80fd\u6e90\u548c\u539f\u6750\u6599\u6210\u672c\u589e\u52a0<\/li>\n<li>\u4f9b\u5e94\u94fe\u6ce2\u52a8\u52a0\u5267<\/li>\n<li>\u6280\u672f\u548c\u6570\u5b57\u4eba\u624d\u77ed\u7f3a<\/li>\n<li>\u66f4\u5f3a\u7684\u53ef\u6301\u7eed\u6027\u548c\u76d1\u7ba1\u8981\u6c42<\/li>\n<\/ul>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u5236\u9020\u5546\u8fd8\u5fc5\u987b\u5e94\u5bf9\u65e5\u76ca\u589e\u957f\u7684\u5b9a\u5236\u5316\u4ea7\u54c1\u9700\u6c42\u3002\u8fd9\u79cd\u5411\u4e2a\u6027\u5316\u7684\u8f6c\u53d8\u9700\u8981\u66f4\u7075\u6d3b\u7684\u751f\u4ea7\u7cfb\u7edf\u548c\u66f4\u597d\u7684 data \u57fa\u7840\u8bbe\u65bd\u3002. <em>\u201c\u5ba2\u6237\u8d8a\u6765\u8d8a\u5e0c\u671b\u4ea7\u54c1\u80fd\u6ee1\u8db3\u4ed6\u4eec\u7684\u7279\u6b8a\u9700\u6c42\u201d\u3002\u201d<\/em> \u4f5b\u7f57\u4f26\u8428\u7b14\u8bb0. <em>\u201c\u8fd9\u5c31\u8981\u6c42\u5de5\u4e1a\u6d41\u7a0b\u80fd\u591f\u5feb\u901f\u9002\u5e94\uff0c\u800c data \u5728\u5b9e\u73b0\u8fd9\u79cd\u7075\u6d3b\u6027\u65b9\u9762\u53d1\u6325\u7740\u6838\u5fc3\u4f5c\u7528\u201d\u3002\u201d<\/em><\/p>\n<p>\u56e0\u6b64\uff0c\u5de5\u5382\u73b0\u4ee3\u5316\u548c data-driven \u51b3\u7b56\u4e00\u4f53\u5316\u4e0d\u4ec5\u5bf9\u63d0\u9ad8\u7ade\u4e89\u529b\u81f3\u5173\u91cd\u8981\uff0c\u800c\u4e14\u5bf9\u5438\u5f15\u671f\u5f85\u73b0\u4ee3\u5316\u6570\u5b57\u73af\u5883\u7684\u719f\u7ec3\u5de5\u4eba\u4e5f\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<h2>\u8d2f\u7a7f\u6574\u4e2a\u4ea7\u4e1a\u4ef7\u503c\u94fe\u7684\u4eba\u5de5\u667a\u80fd<\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u4e3a\u6574\u4e2a\u5de5\u4e1a\u4ef7\u503c\u94fe\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u3002\u4eba\u5de5\u667a\u80fd\u4e0d\u4ec5\u5c40\u9650\u4e8e\u751f\u4ea7\u73af\u5883\uff0c\u8fd8\u80fd\u4e3a\u591a\u4e2a\u4e1a\u52a1\u9886\u57df\u7684\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002. <em>\u201c\u4eba\u5de5\u667a\u80fd\u53ef\u7528\u4e8e\u66f4\u597d\u5730\u9884\u6d4b\u9700\u6c42\u548c\u8c03\u6574\u4f9b\u5e94\u94fe\u201d\u3002\u201d<\/em> \u4e9a\u5386\u5c71\u5927\u8bf4\u3002. <em>\u201c\u5b83\u53ef\u4ee5\u63d0\u9ad8\u5de5\u5382\u7684\u5b89\u5168\u6027\uff0c\u4f18\u5316\u8fd0\u8425\uff0c\u589e\u5f3a\u8425\u9500\u3001\u6cd5\u5f8b\u6216\u4eba\u529b\u8d44\u6e90\u7b49\u804c\u80fd\u201d\u3002\u201d<\/em><\/p>\n<p>\u4e00\u76f4\u4ee5\u6765\uff0c\u8bb8\u591a\u5de5\u4e1a\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u90fd\u96c6\u4e2d\u5728\u9884\u6d4b\u3001\u8d28\u91cf\u63a7\u5236\u548c\u80fd\u6e90\u4f18\u5316\u7b49\u9886\u57df\u3002\u8fd9\u4e9b\u7528\u4f8b\u4f9d\u7136\u91cd\u8981\uff0c\u76ee\u524d\u5df2\u5728\u8bb8\u591a\u884c\u4e1a\u5e7f\u6cdb\u90e8\u7f72\u3002\u7136\u800c\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u51fa\u73b0\u5927\u5927\u6269\u5c55\u4e86\u53ef\u80fd\u6027\u7684\u8303\u56f4\uff0c\u4f7f\u516c\u53f8\u80fd\u591f\uff1a<\/p>\n<ul>\n<li>\u52a0\u5feb\u4ea7\u54c1\u8bbe\u8ba1\u548c\u914d\u7f6e<\/li>\n<li>\u6539\u8fdb\u5b89\u5168\u57f9\u8bad\u548c\u4e1a\u52a1\u77e5\u8bc6\u5171\u4eab<\/li>\n<li>\u81ea\u52a8\u5316\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u6587\u6863<\/li>\n<li>\u52a0\u5f3a B2B \u9500\u552e\u548c\u63d0\u6848\u7ba1\u7406<\/li>\n<\/ul>\n<p>\u5f17\u6d1b\u4f26\u65af\u6307\u51fa\u4e86\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u91cd\u5851\u5458\u5de5\u4e0e\u5de5\u4e1a\u7cfb\u7edf\u4e4b\u95f4\u7684\u4e92\u52a8\uff1a <em>\u201c\u672a\u6765\uff0c\u64cd\u4f5c\u5458\u53ea\u9700\u5411\u673a\u5668\u4eba\u8be2\u95ee\u5de5\u4f5c\u7ad9\u7684\u76f8\u5173\u5b89\u5168\u7a0b\u5e8f\u5373\u53ef\u3002\u4eba\u5de5\u667a\u80fd\u5c06\u6539\u53d8\u6211\u4eec\u5728\u5de5\u5382\u5185\u4e0e\u77e5\u8bc6\u4e92\u52a8\u7684\u65b9\u5f0f\u201d\u3002\u201d<\/em> \u8fd9\u79cd\u6f14\u53d8\u6709\u53ef\u80fd\u7b80\u5316\u590d\u6742\u6280\u672f\u4fe1\u606f\u7684\u83b7\u53d6\uff0c\u540c\u65f6\u63d0\u9ad8\u751f\u4ea7\u7387\u548c\u64cd\u4f5c\u5b89\u5168\u6027\u3002.<\/p>\n<h2>\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u4f7f\u7528\u6848\u4f8b\u53ef\u4ea7\u751f\u53ef\u8861\u91cf\u7684\u5f71\u54cd<\/h2>\n<p>\u867d\u7136\u8bb8\u591a\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4ecd\u5728\u4e0d\u65ad\u6d8c\u73b0\uff0c\u4f46\u4e00\u4e9b\u7528\u4f8b\u5df2\u7ecf\u5728\u5de5\u4e1a\u73af\u5883\u4e2d\u53d6\u5f97\u4e86\u53ef\u8861\u91cf\u7684\u6210\u679c\u3002\u6700\u6210\u719f\u7684\u5e94\u7528\u4e4b\u4e00\u662f <strong>\u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>. .\u901a\u8fc7\u5b9e\u65f6\u5206\u6790\u673a\u5668 data\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53ef\u4ee5\u9884\u6d4b\u8bbe\u5907\u6545\u969c\uff0c\u5e76\u5728\u6545\u969c\u53d1\u751f\u524d\u63d0\u51fa\u7ef4\u62a4\u5efa\u8bae\u3002. <em>\u201c\u9884\u6d4b\u6027\u7ef4\u62a4\u53ef\u5c06\u7ef4\u62a4\u6210\u672c\u548c\u505c\u673a\u65f6\u95f4\u51cf\u5c11\u7ea6 30%\u201d\u3002\u201d<\/em> \u4e9a\u5386\u5c71\u5927\u6307\u51fa\u3002.<\/p>\n<p>\u53e6\u4e00\u4e2a\u5f71\u54cd\u8f83\u5927\u7684\u4f7f\u7528\u6848\u4f8b\u6d89\u53ca <strong>\u4e1a\u52a1\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316<\/strong> \u901a\u8fc7\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u3002\u5de5\u4e1a\u4e1a\u52a1\u6d41\u7a0b\u901a\u5e38\u6d89\u53ca\u591a\u4e2a data \u6e90\u3001\u63a5\u53e3\u548c\u987a\u5e8f\u4efb\u52a1\u3002\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u81ea\u52a8\u5316\u53ef\u4ee5\u7b80\u5316\u8fd9\u4e9b\u5de5\u4f5c\u6d41\u7a0b\uff0c\u663e\u8457\u7f29\u77ed\u5904\u7406\u65f6\u95f4\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5c06\u5904\u7406\u65f6\u95f4\u7f29\u77ed\u81f3 <strong>\u6d41\u7a0b\u6301\u7eed\u65f6\u95f4\u7f29\u77ed 70% \u81f3 75<\/strong> 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\u4ece\u800c\u63d0\u9ad8\u6548\u7387\u548c\u5ba2\u6237\u6ee1\u610f\u5ea6\u3002.<\/p>\n<h2>Data\uff1a\u5de5\u4e1a\u4eba\u5de5\u667a\u80fd\u7684\u57fa\u7840<\/h2>\n<p>\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u673a\u9047\uff0c\u4f46\u5728\u5de5\u4e1a\u9886\u57df\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u4ecd\u7136\u5145\u6ee1\u6311\u6218\u3002\u4e3b\u8981\u969c\u788d\u4e0d\u662f\u6280\u672f\u672c\u8eab\uff0c\u800c\u662f data \u7684\u8d28\u91cf\u548c\u53ef\u7528\u6027\u3002. <em>\u201c\u5728\u8bb8\u591a\u5de5\u4e1a\u4f01\u4e1a\u4e2d\uff0cdata \u662f\u5206\u6563\u7684\u3001\u96be\u4ee5\u83b7\u53d6\u7684\u6216\u7ed3\u6784\u4e0d\u826f\u7684\u201d\u3002\u201d<\/em> \u4f5b\u7f57\u4f26\u8428\u89c2\u5bdf\u5230\u3002\u6709\u4e24\u79cd data \u5c24\u4e3a\u5173\u952e\uff1a<\/p>\n<ul>\n<li><strong>\u4ea7\u54c1 data<\/strong>, \u4ecb\u7ecd\u4e86\u4ea7\u54c1\u89c4\u683c\u548c\u914d\u7f6e<\/li>\n<li><strong>\u8fd0\u884c\u4e2d data<\/strong>, 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\u5979\u8bf4.<\/p>\n<h2>\u7ed3\u8bba\uff1a\u6253\u9020\u5de5\u4e1a\u4eba\u5de5\u667a\u80fd\u57fa\u7840<\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u6b63\u8fc5\u901f\u6210\u4e3a\u6574\u4e2a\u5de5\u4e1a\u4ef7\u503c\u94fe\u8f6c\u578b\u7684\u5173\u952e\u9a71\u52a8\u529b\u3002\u4ece\u9884\u6d4b\u6027\u7ef4\u62a4\u5230\u5de5\u4f5c\u6d41\u7a0b\u81ea\u52a8\u5316\u548c\u589e\u5f3a\u5ba2\u6237\u652f\u6301\uff0c\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u5728\u63d0\u4f9b <strong>\u53ef\u8861\u91cf\u5730\u63d0\u9ad8\u751f\u4ea7\u529b\u548c\u8fd0\u8425\u6548\u7387<\/strong>. .\u540c\u65f6\uff0c\u6210\u529f\u7684\u90e8\u7f72\u4e0d\u4ec5\u4ec5\u9700\u8981\u91c7\u7528\u65b0\u6280\u672f\u3002.<\/p>\n<p>\u5de5\u4e1a\u7ec4\u7ec7\u5fc5\u987b\u5efa\u7acb\u5f3a\u5927\u7684 data foundations\uff0c\u5b9e\u65bd\u7a33\u5065\u7684\u6cbb\u7406\u6846\u67b6\uff0c\u5e76\u786e\u4fdd\u5728\u5b89\u5168\u53ef\u63a7\u7684\u73af\u5883\u4e2d\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u3002.<\/p>\n<p>\u901a\u8fc7\u6295\u8d44\u4e8e 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Artefact\u7684\u4e9a\u5386\u5c71\u5927\u00b7\u8482\u7fc1\u00b7\u5fb7\u00b7\u62c9\u00b7\u8096\u59c6\uff08Managing 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