{"id":1360133,"date":"2026-07-20T10:23:58","date_gmt":"2026-07-20T09:23:58","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&#038;p=1360133"},"modified":"2026-07-20T10:23:58","modified_gmt":"2026-07-20T09:23:58","slug":"enterprise-ai-roi-business-value","status":"publish","type":"news","link":"https:\/\/www.artefact.com\/zh\/news\/enterprise-ai-roi-business-value\/","title":{"rendered":"\u4ece\u201c\u6f14\u793a\u7248\u201dAI\u5230\u201c\u5546\u7528\u7248\u201dAI"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><div class=\"description\">\u5728 <a href=\"https:\/\/vivatech.com\/\" target=\"_blank\" rel=\"noopener\">VivaTech<\/a> 2026\u5e74\u4f1a\u8bae\uff0c, <a href=\"https:\/\/www.linkedin.com\/in\/vincent-luciani-51653016\/\" target=\"_blank\" rel=\"noopener\">\u6587\u68ee\u7279-\u5362\u897f\u4e9a\u5c3c<\/a>, \uff0cArtefact\u7684\u8054\u5408\u521b\u59cb\u4eba\u517c\u6267\u884c\u8463\u4e8b\u957f\uff0c\u52a0\u5165\u4e86 <a href=\"https:\/\/www.linkedin.com\/in\/thomasbenzazon\/\" target=\"_blank\" rel=\"noopener\">\u6258\u9a6c\u65af\u00b7\u672c\u624e\u677e<\/a>, \uff0c\u7684\u8054\u5408\u521b\u59cb\u4eba <a href=\"https:\/\/www.feuilleblanche.com\/\" target=\"_blank\" rel=\"noopener\">FeuilleBlanche<\/a>, \uff0c\u5728\u300a40 Nuances de Next\u300b\u64ad\u5ba2\u8282\u76ee\u4e2d\u3002\u76ee\u6807\u662f\uff1a\u89e3\u6790\u4f01\u4e1a\u9762\u4e34\u7684\u771f\u6b63\u6311\u6218\u2014\u2014\u4ece\u6210\u672c\u7ba1\u7406\u5230\u6570\u636e\u4e3b\u6743\u2014\u2014\u4ece\u800c\u5c06\u4eba\u5de5\u667a\u80fd\u8f6c\u5316\u4e3a\u5207\u5b9e\u7684\u7ecf\u6d4e\u4ef7\u503c\u3002.<\/div>\n<div><\/div>\n<h2>\u4ece\u4e2a\u4eba\u6536\u76ca\u5230\u96c6\u4f53\u6295\u8d44\u56de\u62a5\u7387\uff1a\u5de8\u5927\u7684\u9e3f\u6c9f<\/h2>\n<p>\u76ee\u524d\uff0c\u4e00\u4e2a\u91cd\u5927\u7684\u6096\u8bba\u6b63\u5728\u5851\u9020\u7ec4\u7ec7\u4ece\u4eba\u5de5\u667a\u80fd\u4e2d\u83b7\u53d6\u4ef7\u503c\u7684\u65b9\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>\u5728\u4e2a\u4eba\u5c42\u9762<\/strong>, \u7279\u522b\u662f\u5728\u6280\u672f\u56e2\u961f\u4e2d\uff0c\u751f\u4ea7\u529b\u63d0\u5347\u975e\u5e38\u663e\u8457\uff1a\u901a\u5e38\u53ef\u63d0\u9ad82\u52303\u500d\uff0c\u800c\u5728\u67d0\u4e9b\u7279\u5b9a\u4efb\u52a1\u4e2d\uff0c\u751a\u81f3\u53ef\u98d9\u5347\u81f38\u500d\u3002.<\/li>\n<li><strong>\u5728\u96c6\u4f53\u5c42\u9762<\/strong> \uff08\u5728\u6574\u4e2a\u516c\u53f8\u8303\u56f4\u5185\uff09\uff0c\u8fd9\u4e00\u6536\u76ca\u4f1a\u88ab\u644a\u8584\uff0c\u5e73\u5747\u4e0b\u6765\u7ea6\u4e3a30%\u3002.<\/li>\n<\/ul>\n<p>\u51fa\u73b0\u8fd9\u79cd\u5dee\u8ddd\u7684\u539f\u56e0\u5728\u4e8e\uff0c\u6280\u672f\u6f14\u8fdb\u7684\u901f\u5ea6\u5df2\u7ecf\u8d85\u8fc7\u4e86\u4f01\u4e1a\u7ed3\u6784\u7684\u9002\u5e94\u80fd\u529b\u3002\u4ec5\u4ec5\u5c06\u4eba\u5de5\u667a\u80fd\u5f15\u5165\u73b0\u6709\u7ec4\u7ec7\uff0c\u800c\u4e0d\u6539\u53d8\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5df2\u7ecf\u8fdc\u8fdc\u4e0d\u591f\u3002\u5373\u4f7f\u547c\u53eb\u4e2d\u5fc3\u6216\u540e\u53f0\u90e8\u95e8\u673a\u68b0\u5730\u63d0\u5347\u4e86\u5904\u7406\u80fd\u529b\uff0c\u5c40\u90e8\u6027\u7684 <strong>\u4e1a\u52a1\u6295\u8d44\u56de\u62a5\u7387<\/strong> \u5e76\u4e0d\u4e00\u5b9a\u80fd\u81ea\u52a8\u8f6c\u5316\u4e3a\u5168\u516c\u53f8\u7684\u8d22\u52a1\u4ef7\u503c\u3002.<\/p>\n<p>\u5bf9\u4e8e\u5927\u578b\u4f01\u4e1a\u800c\u8a00\uff0c\u9762\u4e34\u7684\u6311\u6218\u662f\u8d85\u8d8a\u5355\u7eaf\u7684\u6210\u672c\u524a\u51cf\uff0c\u8f6c\u800c\u8ffd\u6c42 <strong>\u589e\u91cf\u6536\u5165<\/strong>. \u76f8\u53cd\uff0c\u6210\u957f\u578b\u4f01\u4e1a\u5219\u9762\u4e34\u7740\u66f4\u4e3a\u76f4\u63a5\u7684\u52a8\u6001\u53d8\u5316\u3002\u8fd9\u4e9b\u654f\u6377\u7684\u7ec4\u7ec7\u67b6\u6784\u5229\u7528\u4eba\u5de5\u667a\u80fd\u5b9e\u73b0\u5ba2\u6237\u5173\u7cfb\u7684\u81ea\u52a8\u5316\uff0c\u4ece\u800c\u5728\u65e0\u9700\u76f8\u5e94\u589e\u52a0\u9500\u552e\u4eba\u5458\u6570\u91cf\u7684\u60c5\u51b5\u4e0b\u63a8\u52a8\u589e\u957f\uff0c\u8fdb\u800c\u5c3d\u65e9\u5b9e\u73b0\u89c4\u6a21\u7ecf\u6d4e\u3002.<\/p>\n<h2>\u7845\u8c37\u7684\u8b66\u949f\uff1a\u4ece\u201c\u4ee3\u5e01\u6700\u5927\u5316\u201d\u5230\u201cHarness\u201d\u65f6\u4ee3<\/h2>\n<p>\u5f53\u524d\u4eba\u5de5\u667a\u80fd\u5e02\u573a\u7684\u52a8\u6001\u56f4\u7ed5\u7740\u4e24\u5927\u7ecf\u6d4e\u73b0\u5b9e\u5c55\u5f00\uff1a<\/p>\n<h3>1. \u63a8\u7406\u6210\u672c\u7684\u53cd\u5f39\u6548\u5e94<\/h3>\n<p>\u5728\u6027\u80fd\u6301\u5e73\u7684\u60c5\u51b5\u4e0b\uff0c\u8fc7\u53bb18\u4e2a\u6708\u91cc\uff0c\u6bcf\u4ee3\u5e01\u7684\u4ef7\u683c\u66b4\u8dcc\u4e86\u7ea6200\u500d\u3002\u7136\u800c\uff0c\u8fd9\u4e00\u53f2\u65e0\u524d\u4f8b\u7684\u6210\u672c\u4e0b\u964d\u5374\u5f15\u53d1\u4e86\u4ea4\u6613\u91cf\u7684\u51e0\u4f55\u7ea7\u589e\u957f\u3002\u7528\u6237\u67e5\u8be2\u5bc6\u5ea6\u4e0d\u65ad\u589e\u52a0\uff0c\u7528\u6237\u57fa\u6570\u6301\u7eed\u6269\u5927\uff0c\u800c <strong>\u4ee3\u7406\u67b6\u6784<\/strong> \u6b63\u5728\u4f7fIT\u57fa\u7840\u8bbe\u65bd\u7684\u6d88\u8017\u91cf\u6fc0\u589e\u3002.<\/p>\n<h3>2. \u63a7\u5236\u7684\u4f7f\u547d\uff08\u675f\u7f1a\uff09<\/h3>\n<p>\u5404\u516c\u53f8\u6b63\u5728\u6452\u5f03\u201c\u5c06\u4ee3\u5e01\u4ef7\u503c\u63a8\u81f3\u6781\u9650\u201d\u7684\u601d\u7ef4\u6a21\u5f0f\uff0c\u8fc8\u5165\u4e25\u683c\u9884\u7b97\u63a7\u5236\u4e0e\u6cbb\u7406\uff08\u5373\u201c\u7ea6\u675f\u201d\uff09\u7684\u65f6\u4ee3\u3002.<\/p>\n<p>\u5728\u7f3a\u4e4f\u9632\u62a4\u63aa\u65bd\u7684\u60c5\u51b5\u4e0b\u5f00\u5c55\u4e1a\u52a1\u786e\u5b9e\u5b58\u5728\u8fd0\u8425\u98ce\u9669\u3002\u6587\u68ee\u7279\u00b7\u5362\u897f\u4e9a\u5c3c\u4ee5\u4e00\u4f4d\u5ba2\u6237\u4e3a\u4f8b\uff0c\u8be5\u5ba2\u6237\u56e0\u672a\u5173\u95ed\u4e00\u4e2a <strong>\u81ea\u4e3b\u4ee3\u7406<\/strong> \u5728\u65e0\u4eba\u76d1\u7ba1\u7684\u5faa\u73af\u4e2d\u8fd0\u884c\u4e00\u6574\u591c\u3002\u4e3a\u4e86\u9632\u6b62\u6b64\u7c7b\u8d22\u52a1\u5931\u8bef\uff0c\u5fc5\u987b\u5b9e\u65bd\u4e25\u683c\u7684\u7ba1\u7406\u63aa\u65bd\uff1a\u4f01\u4e1a\u5fc5\u987b\u8bc4\u4f30\u6a21\u578b\u7684\u53ef\u9760\u6027\u3001\u8ffd\u8e2a\u968f\u65f6\u95f4\u63a8\u79fb\u7684\u6280\u672f\u6f02\u79fb\u3001\u76d1\u63a7\u57fa\u7840\u8bbe\u65bd\u6210\u672c\uff0c\u5e76\u4ed4\u7ec6\u89c4\u5212\u8bbf\u95ee\u6743\u9650\u3002.<\/p>\n<h2>\u5c97\u4f4d\u91cd\u7ec4\uff1a\u4ee5\u533b\u7597\u4fdd\u5065\u4e3a\u4f8b<\/h2>\n<p>\u56e0\u2026\u2026\u800c\u5f15\u53d1\u7684\u5927\u89c4\u6a21\u88c1\u5458\u62c5\u5fe7 <strong>\u81ea\u52a8\u5316<\/strong> \u8fd9\u4e9b\u89c2\u70b9\u5f80\u5f80\u4f1a\u88ab\u5386\u53f2\u89c6\u89d2\u6240\u53cd\u9a73\u3002\u8fc7\u53bb\u7684\u6280\u672f\u9769\u547d\u5e26\u6765\u4e86\u751f\u4ea7\u7387\u7684\u63d0\u9ad8\uff0c\u4ece\u800c\u63d0\u5347\u4e86\u4f01\u4e1a\u7684\u7ade\u4e89\u529b\uff0c\u63a8\u52a8\u4e86\u7ecf\u6d4e\u589e\u957f\uff0c\u5e76\u6700\u7ec8\u4fc3\u8fdb\u4e86\u5c31\u4e1a\u3002\u5b9e\u9645\u4e0a\uff0c\u76f4\u63a5\u5bfc\u81f4\u5c97\u4f4d\u88ab\u53d6\u4ee3\u7684\u60c5\u51b5\u4f9d\u7136\u5f88\u5c11\u89c1\uff1b\u771f\u6b63\u7684\u53d8\u5316\u5728\u4e8e\u5de5\u4f5c\u4efb\u52a1\u672c\u8eab\u7684\u6027\u8d28\u3002.<\/p>\n<p>\u533b\u7597\u884c\u4e1a\u6b63\u662f\u8fd9\u4e00\u73b0\u8c61\u7684\u751f\u52a8\u4f8b\u8bc1 <strong>\u589e\u5f3a\u52a8\u529b\u5b66<\/strong>. \u65e0\u8bba\u662f\u5728\u533b\u9662\u8fd8\u662f\u79c1\u4eba\u8bca\u6240\uff0c\u5bf9\u6570\u4e07\u9879\u8bca\u7597\u540e\u7684\u64cd\u4f5c\u8fdb\u884c\u884c\u653f\u7f16\u7801\u90fd\u6781\u5176\u8017\u65f6\u3002\u5b9e\u73b0\u8fd9\u4e9b\u6d41\u7a0b\u7684\u81ea\u52a8\u5316\uff0c\u53ef\u8ba9\u533b\u751f\u6bcf\u5929\u8282\u7701\u6570\u5c0f\u65f6\u7684\u65f6\u95f4\u3002.<\/p>\n<p>\u8282\u7701\u4e0b\u6765\u7684\u65f6\u95f4\u88ab\u91cd\u65b0\u7528\u4e8e\u4eba\u9645\u4e92\u52a8\u548c\u75c7\u72b6\u7684\u4e34\u5e8a\u5206\u6790\u3002\u5728\u6b64\uff0c\u6388\u6743\u7684\u754c\u9650\u975e\u5e38\u660e\u786e\uff1a<\/p>\n<blockquote>\n<div class=\"quote-baseline\">\u201c\u654f\u611f\u3001\u6d89\u53ca\u4e2a\u4eba\u9690\u79c1\u6216\u60c5\u611f\u65b9\u9762\u7684\u8bf7\u6c42\u5fc5\u987b\u7531\u771f\u4eba\u6765\u5904\u7406\uff0c\u56e0\u4e3a\u9700\u8981\u4ee5\u60c5\u611f\u56de\u5e94\u60c5\u611f\u3002\u201d\u2014\u2014\u6587\u68ee\u7279\u00b7\u5362\u897f\u4e9a\u5c3c\uff08Vincent Luciani\uff09\uff0cArtefact\u8054\u5408\u521b\u59cb\u4eba\u517c\u6267\u884c\u8463\u4e8b\u957f<\/div>\n<\/blockquote>\n<p>\u8fd9\u4e00\u4ef7\u503c\u63d0\u5347\u539f\u5219\u5728\u6280\u672f\u5c97\u4f4d\u4e0a\u540c\u6837\u663e\u800c\u6613\u89c1\uff1a\u81ea\u4eba\u5de5\u667a\u80fd\u878d\u5165\u5176\u5de5\u4f5c\u6d41\u7a0b\u4ee5\u6765\uff0c\u6d3b\u8dc3\u7684\u5f00\u53d1\u4eba\u5458\u548c\u653e\u5c04\u79d1\u533b\u751f\u7684\u6570\u91cf\u8fbe\u5230\u4e86\u5386\u53f2\u6700\u9ad8\u6c34\u5e73\u3002.<\/p>\n<h2>\u6a2a\u5411\u4e0e\u7eb5\u5411\uff1a\u4ef7\u503c\u56fe\u8c31<\/h2>\n<p>\u5728\u7ba1\u7406\u548c\u6316\u6398\u4f01\u4e1adata\u7684\u4ef7\u503c\u65f6\uff0c\u6784\u5efa\u53ef\u6301\u7eed\u7684\u7ade\u4e89\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\u4e24\u4e2a\u4e0d\u540c\u7684\u7ef4\u5ea6\u4e0a\uff1a<\/p>\n<ul>\n<li><strong>\u6a2a\u5411\u4eba\u5de5\u667a\u80fd\uff08\u754c\u9762\u4f18\u5316\uff09<\/strong>: \u8fc4\u4eca\u4e3a\u6b62\uff0c\u8f6f\u4ef6\u667a\u80fd\u4e00\u76f4\u5c40\u9650\u4e8e\u529f\u80fd\u5b64\u5c9b\uff08\u9500\u552e\u5728CRM\u4e2d\uff0c\u5e02\u573a\u8425\u9500\u5728\u4e13\u7528\u5de5\u5177\u4e2d\uff0c\u8d22\u52a1\u5728ERP\u4e2d\uff09\u3002\u5982\u4eca\u7684\u4ef7\u503c\u5728\u4e8e\u6a2a\u5411\u4e92\u8054\u8fd9\u4e9b\u7cfb\u7edf\uff0c\u4ee5\u7edf\u4e00data\u6570\u636e\u6d41\u3002.<\/li>\n<li><strong>\u5782\u76f4\u9886\u57df\u4eba\u5de5\u667a\u80fd\uff08\u884c\u4e1a\u4e13\u957f\uff09<\/strong>: \u6700\u5177\u5dee\u5f02\u5316\u7684\u521b\u65b0\u4f53\u73b0\u5728\u884c\u4e1a\u4e13\u5c5e\u5316\u9886\u57df\u3002\u8fd9\u6b63\u662f\u6b27\u6d32\u751f\u6001\u7cfb\u7edf\u80fd\u591f\u5efa\u7acb\u7ade\u4e89\u4f18\u52bf\u7684\u9886\u57df\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u6446\u8131\u4e86\u901a\u7528\u6a21\u5f0f\u56fa\u6709\u7684\u7b80\u5355\u89c4\u6a21\u7ecf\u6d4e\u89c4\u5f8b\u3002.<\/li>\n<\/ul>\n<p>\u5f52\u6839\u7ed3\u5e95\uff0c\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u4f01\u4e1a\u6218\u7565\u7684\u53ef\u884c\u6027\u5e76\u4e0d\u53d6\u51b3\u4e8e\u5728\u6280\u672f\u4e0a\u4e0e\u7b2c\u4e09\u65b9\u6a21\u578b\u4fdd\u6301\u4e00\u81f4\uff0c\u800c\u662f\u53d6\u51b3\u4e8e\u9ad8\u7ba1\u5c42\u80fd\u5426\u5c06\u81ea\u6709\u4e1a\u52a1data\u8fdb\u884c\u5782\u76f4\u5316\u53d1\u5c55\uff0c\u540c\u65f6\u4e3a\u6210\u672c\u548c\u51b3\u7b56\u6784\u5efa\u4e00\u5957\u4e25\u8c28\u7684\u63a7\u5236\u6846\u67b6\u3002.<\/p>\n<p style=\"text-align: center;\"><strong>\u5728YouTube\u4e0a\u6536\u542c\u8be5\u64ad\u5ba2\uff08\u6cd5\u8bed\uff09<\/strong><div class=\"fusion-text fusion-text-1\"><\/div><\/p>\n<\/div><div class=\"fusion-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:350px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:58.33%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/xEzX49APoQo?wmode=transparent&autoplay=0\" width=\"600\" height=\"350\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" 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