{"id":1081997,"date":"2026-02-03T18:45:00","date_gmt":"2026-02-03T18:45:00","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=1081997"},"modified":"2026-02-04T14:53:41","modified_gmt":"2026-02-04T14:53:41","slug":"70-of-ai-success-is-human-centric-here-are-five-real-world-truths-that-prove-it","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/70-of-ai-success-is-human-centric-here-are-five-real-world-truths-that-prove-it\/","title":{"rendered":"70% \u7684 AI \u6210\u529f\u662f\u4ee5\u4eba\u4e3a\u672c\u7684\uff1a\u4ee5\u4e0b\u4e94\u4e2a\u73b0\u5b9e\u4e16\u754c\u7684\u771f\u7406\u8bc1\u660e\u4e86\u8fd9\u4e00\u70b9"},"content":{"rendered":"<p>\u6211\u4eec\u6b63\u751f\u6d3b\u5728\u4e00\u4e2a\u5145\u6ee1\u5de8\u5927\u6280\u672f\u53ef\u80fd\u6027\u7684\u65f6\u4ee3\u3002\u5404\u884c\u5404\u4e1a\u7684\u9886\u5bfc\u8005\u90fd\u88ab\u4eba\u5de5\u667a\u80fd\u6240\u80fd\u5b9e\u73b0\u7684\u76ee\u6807\u6240\u9f13\u821e\uff0c\u7136\u800c\u8981\u5b9e\u73b0\u8fd9\u4e00\u4ef7\u503c\uff0c\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u5b89\u88c5\u65b0\u8f6f\u4ef6\u3002\u4e3a\u4e86\u5f25\u5408\u6210\u529f\u7684\u6982\u5ff5\u9a8c\u8bc1\u4e0e\u53ef\u6269\u5c55\u7684\u4e1a\u52a1\u4ef7\u503c\u4e4b\u95f4\u7684\u5dee\u8ddd\uff0c\u6211\u4eec\u5fc5\u987b\u79c9\u627f\u4ee5\u4e0b\u7cbe\u795e <strong>\u6d41\u7a0b\u518d\u9020<\/strong>. .\u6210\u529f\u7684\u9879\u76ee\u662f\u90a3\u4e9b\u4e0d\u4ec5\u5c06\u4eba\u5de5\u667a\u80fd\u4f5c\u4e3a\u4e00\u79cd\u5de5\u5177\uff0c\u800c\u4e14\u5c06\u5176\u4f5c\u4e3a\u4e00\u79cd\u50ac\u5316\u5242\u7684\u9879\u76ee\u3002 <strong>\u6587\u5316\u6f14\u53d8<\/strong>.<\/p>\n<p>\u73b0\u5728\u662f\u65f6\u5019\u5c06\u6211\u4eec\u7684\u5173\u6ce8\u70b9\u4ece\u6280\u672f\u89c4\u8303\u8f6c\u79fb\u5230\u4eba\u7c7b\u6218\u7565\uff0c\u8f6c\u53d8\u6211\u4eec\u7684\u5de5\u4f5c\u3001\u534f\u4f5c\u548c\u9886\u5bfc\u65b9\u5f0f\u4e86\u3002.<br \/>\n\u7136\u800c\uff0c\u95ee\u9898\u5f88\u5c11\u51fa\u5728\u6280\u672f\u672c\u8eab\u3002\u88ab\u5ffd\u89c6\u7684\u4e8b\u5b9e\u662f <strong>\u6210\u529f\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u4e0e\u6570\u5b66\u5173\u7cfb\u4e0d\u5927\uff0c\u800c\u4e0e\u601d\u7ef4\u65b9\u5f0f\u5173\u7cfb\u66f4\u5927\u3002\u6218\u7565\u3001\u6587\u5316\u548c\u9886\u5bfc\u529b\u7684\u91cd\u8981\u6027\u8fdc\u8fdc\u8d85\u8fc7\u7b97\u6cd5\u548c data platforms<\/strong>. .\u5f53\u7ec4\u7ec7\u8ba4\u8bc6\u5230\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u4ece\u6839\u672c\u4e0a\u8bf4\u662f\u5bf9\u4eba\u7684\u6311\u6218\uff0c\u800c\u4e0d\u662f\u5bf9\u6280\u672f\u7684\u6311\u6218\u65f6\uff0c\u624d\u80fd\u53d6\u5f97\u771f\u6b63\u7684\u8fdb\u6b65\u3002.<\/p>\n<p>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5c06\u63ed\u793a\u4e94\u4e2a\u53cd\u76f4\u89c9\u7684\u4e8b\u5b9e\uff0c\u5c06\u90a3\u4e9b\u5b9e\u73b0\u771f\u6b63\u4ef7\u503c\u7684\u7ec4\u7ec7\u4e0e\u90a3\u4e9b\u4ecd\u505c\u7559\u5728\u8bd5\u9a8c\u9636\u6bb5\u7684\u7ec4\u7ec7\u533a\u5206\u5f00\u6765\uff0c\u4ece\u800c\u62e8\u5f00\u6742\u97f3\u3002.<\/p>\n<p><img decoding=\"async\" class=\"lazyload wp-image-1081999 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-1024x572.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-1024x572.png\" alt=\"\" width=\"766\" height=\"428\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27766%27%20height%3D%27428%27%20viewBox%3D%270%200%20766%20428%27%3E%3Crect%20width%3D%27766%27%20height%3D%27428%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-200x112.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-300x167.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-400x223.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-600x335.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-768x429.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-800x447.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-1024x572.png 1024w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-1200x670.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap-1536x857.png 1536w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/The-AI-Adoption-Gap.png 1600w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 766px) 100vw, 766px\" \/><\/p>\n<h2>1.\u4eba\u5de5\u667a\u80fd\u7684\u6210\u529f\u79bb\u4e0d\u5f00 70% \u4eba\u7c7b\uff0c\u4e5f\u79bb\u4e0d\u5f00 30% \u6280\u672f\u3002.<\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u6210\u529f\u7684\u6700\u5173\u952e\u539f\u5219\u662f \u201c70\/30 \u89c4\u5219\u201d\uff0c\u5373\u6210\u529f\u7684\u5b9e\u65bd\u53ea\u6d89\u53ca 30% \u6280\u672f\u548c 70% \u6587\u5316\u3002\u95ee\u9898\u662f\uff0c\u8bb8\u591a\u7ec4\u7ec7\u90fd\u628a\u8fd9\u4e2a\u516c\u5f0f\u5f04\u53cd\u4e86\u3002.<\/p>\n<p>\u6587\u5316\u65b9\u9762\u6e90\u4e8e\u4eba\u5458\u3001\u6d41\u7a0b\u548c\u7ec4\u7ec7\u53d8\u9769\u3002\u8fd9\u4f3c\u4e4e\u6709\u4e9b\u51fa\u4eba\u610f\u6599\uff0c\u56e0\u4e3a\u7ec4\u7ec7\u5f80\u5f80\u4f1a\u5728\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u6216\u6570\u5b57\u53cc\u80de\u80ce\u7b49\u590d\u6742\u5de5\u5177\u4e0a\u6295\u5165\u5927\u91cf\u8d44\u6e90\uff0c\u8ba4\u4e3a\u6280\u672f\u662f\u5176\u4e3b\u8981\u969c\u788d\u3002\u5b9e\u9645\u4e0a\uff0c\u6700\u56f0\u96be\u7684\u6311\u6218\u662f\u9a7e\u9a6d\u7ec4\u7ec7\u4e2d\u7684\u4eba\u529b\u52a8\u6001\u3002.<\/p>\n<p>\u6210\u529f\u7684\u4eba\u5de5\u667a\u80fd\u91c7\u7528\u8005\u9075\u5faa 10\/20\/70 \u89c4\u5219\uff1a <em>\u201c\u5c06 10% \u7684\u8d44\u6e90\u7528\u4e8e\u7b97\u6cd5\uff0c20% \u7528\u4e8e\u6280\u672f\u548c data\u3002\u5269\u4f59\u7684 70% \u8d44\u6e90\u7528\u4e8e\u4eba\u5458\u548c\u6d41\u7a0b\u201d\u3002\u201d<\/em>\u00a0- \u6ce2\u58eb\u987f\u54a8\u8be2\u516c\u53f8<\/p>\n<p>\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u9700\u8981\u8f6c\u53d8\u601d\u60f3\u3001\u65b0\u7684\u5de5\u4f5c\u6d41\u7a0b\u548c\u4fe1\u4efb data-driven \u6d1e\u5bdf\u529b\u7684\u4f01\u4e1a\u6587\u5316\u3002\u5982\u679c\u4e0d\u89e3\u51b3\u53d8\u9769\u7ba1\u7406\u3001\u6280\u80fd\u63d0\u5347\u548c\u4e3a\u5b9e\u73b0\u5171\u540c\u76ee\u6807\u800c\u8fdb\u884c\u4eba\u5458\u8c03\u6574\u7b49\u4eba\u4e3a\u56e0\u7d20\uff0c\u5373\u4f7f\u662f\u6700\u5148\u8fdb\u7684\u6280\u672f\u4e5f\u65e0\u6cd5\u5151\u73b0\u5176\u627f\u8bfa\u3002.<\/p>\n<p>\u8fd9\u79cd\u8ba4\u8bc6\u5b8c\u5168\u91cd\u6784\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u5e94\u7528\uff1a\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u7531\u6280\u672f\u56e2\u961f\u7ba1\u7406\u7684 IT \u9879\u76ee\uff0c\u800c\u662f\u4e00\u4e2a\u6839\u672c\u6027\u7684\u4e1a\u52a1\u8f6c\u578b\uff0c\u9700\u8981\u4ee5\u4eba\u4e3a\u672c\u3001\u81ea\u4e0a\u800c\u4e0b\u7684\u65b9\u6cd5\u3002.<\/p>\n<p><img decoding=\"async\" class=\"lazyload wp-image-1082696 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors.png\" alt=\"\" width=\"531\" height=\"453\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27531%27%20height%3D%27453%27%20viewBox%3D%270%200%20531%20453%27%3E%3Crect%20width%3D%27531%27%20height%3D%27453%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-200x171.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-300x256.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-400x341.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-600x512.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-768x655.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors-800x682.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Human-centered-AI-involves-different-aspects-such-as-technology-ethics-and-human-factors.png 850w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 531px) 100vw, 531px\" \/><\/p>\n<p style=\"text-align: center;\"><em><a href=\"https:\/\/www.researchgate.net\/journal\/Sustainability-2071-1050\" target=\"_blank\" rel=\"noopener\">\u53ef\u6301\u7eed\u6027<\/a> - \u7531 MDPI \u51fa\u7248<\/em><\/p>\n<h2>2.\u4f1f\u5927\u7684\u9886\u5bfc\u8005\u4f1a\u95ee \u201c\u4e3a\u4ec0\u4e48\u201d\uff0c\u800c\u4e0d\u662f \u201c\u662f\u4ec0\u4e48\u201d\u3002\u201d<\/h2>\n<p>Gartner reports \u8ba4\u4e3a\uff0c\u8fd1 <strong>47% \u7684\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u4ece\u672a\u8d85\u8d8a\u539f\u578b\u9636\u6bb5<\/strong>, \uff0c\u4ecd\u7136\u88ab\u56f0\u5728\u6210\u672c\u9ad8\u6602\u7684\u56f0\u5883\u4e2d\u3002\u5982\u679c\u8fd9\u542c\u8d77\u6765\u5f88\u719f\u6089\uff0c\u90a3\u4e48\u60a8\u5f88\u53ef\u80fd\u6b63\u5728\u7ecf\u5386\u4e1a\u754c\u6240\u8bf4\u7684 <strong>\u201c\u98de\u884c\u5458\u70bc\u72f1\u201d<\/strong> \u5c3d\u7ba1\u9769\u547d\u6027\u7684\u6280\u672f\u524d\u666f\u5e7f\u9614\uff0c\u4f46\u4e16\u754c\u5404\u5730\u7684\u8ba1\u5212\u5374\u505c\u6ede\u4e0d\u524d\u3002\u5404\u7ec4\u7ec7\u4ea4\u4ed8\u4e86 POC\uff0c\u4f46\u672a\u80fd\u4ea7\u751f\u53ef\u6269\u5c55\u7684\u4e1a\u52a1\u4ef7\u503c\u3002.<\/p>\n<p>\u95ee\u9898\u5f88\u5c11\u51fa\u5728\u6280\u672f\u672c\u8eab\u3002\u5bfc\u81f4\u98de\u884c\u5458\u70bc\u72f1\u7684\u4e00\u4e2a\u5e38\u89c1\u9519\u8bef\u662f <strong><em>\u5f00\u59cb<\/em> \u6280\u672f<\/strong>. .\u4f1f\u5927\u7684\u9886\u5bfc\u8005\u901a\u8fc7\u57f9\u517b <strong>\u987e\u5ba2\u81f3\u4e0a\u7684\u6587\u5316<\/strong>. .\u8fd9\u5c31\u8feb\u4f7f\u4ed6\u4eec\u95ee\uff1a\u201c\u4e3a\u4ec0\u4e48\u8fd9\u5bf9\u4f01\u4e1a\uff0c\u6700\u91cd\u8981\u7684\u662f\u5bf9\u5ba2\u6237\u5f88\u91cd\u8981\uff1f\u201d\u800c\u4e0d\u662f \u201c\u6280\u672f\u80fd\u505a\u4ec0\u4e48\uff1f\u201d<\/p>\n<p>\u8fd9\u4e00\u95ee\u9898\u786e\u4fdd <strong>\u6bcf\u9879\u4e3e\u63aa\u90fd\u80fd\u89e3\u51b3\u5177\u4f53\u7684\u4e1a\u52a1\u95ee\u9898<\/strong> \u53ef\u8861\u91cf\u7684\u6210\u679c\uff0c\u65e0\u8bba\u662f\u6536\u5165\u589e\u957f\u3001\u6210\u672c\u6548\u7387\u8fd8\u662f\u73af\u5883\u3001\u793e\u4f1a\u548c\u6cbb\u7406\u5f71\u54cd\u3002\u8fd9\u5c31\u8981\u6c42\u5236\u5b9a\u4e00\u4e2a\u91cf\u5316\u7684\u5546\u4e1a\u6848\u4f8b\uff0c\u5176\u529f\u80fd\u4e0d\u662f\u4f5c\u4e3a\u4e00\u4efd\u9759\u6001\u7684\u9500\u552e\u6587\u4ef6\u6765\u83b7\u53d6\u8d44\u91d1\uff0c\u800c\u662f\u4f5c\u4e3a\u4e00\u4e2a <strong>\u201c\u6d3b\u751f\u751f\u7684\u4ef7\u503c\u627f\u8bfa\u201d<\/strong> \u5728\u9879\u76ee\u90e8\u7f72\u540e\u7684\u5f88\u957f\u4e00\u6bb5\u65f6\u95f4\u5185\uff0c\u5b83\u90fd\u662f\u9879\u76ee\u7684\u6307\u5357\u3002\u8fd9\u4e2a\u6218\u7565\u6027\u7684 \u201c\u4e3a\u4ec0\u4e48 \u201d\u662f\u89e3\u51b3 70% \u4eba\u7684\u56e0\u7d20\u7684\u7b2c\u4e00\u6b65\uff0c\u56e0\u4e3a\u5b83\u5c06\u4eba\u4eec\u56e2\u7ed3\u5728\u4e00\u4e2a\u5171\u540c\u7684\u76ee\u6807\u5468\u56f4\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u5171\u540c\u7684\u5de5\u5177\u3002.<\/p>\n<h2>3.\u6700\u4f73\u6295\u8d44\u56de\u62a5\u7387\u53ef\u80fd\u5c31\u85cf\u5728\u4f60\u7684\u540e\u53f0\u529e\u516c\u5ba4\u91cc\u3002.<\/h2>\n<p>\u867d\u7136\u4eba\u5de5\u667a\u80fd\u5728\u5236\u9020\u4e1a\u6216\u9762\u5411\u5ba2\u6237\u7684\u4ea7\u54c1\u4e2d\u7684\u9ad8\u8c03\u5e94\u7528\u5f80\u5f80\u6700\u5f15\u4eba\u5173\u6ce8\uff0c\u4f46\u5728\u5f53\u524d\u60c5\u51b5\u4e0b\uff0c\u4eba\u5de5\u667a\u80fd\u4ecd\u662f \"\u4f4e\u5782\u7684\u679c\u5b9e\"\u3001, <strong>\u6709\u5f62\u4ef7\u503c\u5f80\u5f80\u5728\u4e8e\u540e\u7aef\u64cd\u4f5c\u6d41\u7a0b<\/strong>. .\u6700\u5927\u3001\u6700\u5feb\u7684\u56de\u62a5\u5f80\u5f80\u5c31\u5728\u8fd9\u4e9b\u57fa\u672c\u4f46\u5e76\u4e0d\u534e\u4e3d\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002.<\/p>\n<p>\u5229\u7528 <strong>\u4ee3\u7406\u5242<\/strong> \u53ef\u4ee5\u4ea7\u751f\u663e\u8457\u6548\u679c\u3002\u4f8b\u5982\uff0c\u6210\u529f\u7684\u5b9e\u65bd\u6848\u4f8b\u8868\u660e<\/p>\n<ul>\n<li><strong>\u5206\u8fa8\u7387\u65f6\u95f4\u7f29\u77ed 60%<\/strong> \u4e1a\u52a1\u95ee\u9898<\/li>\n<li><strong>\u6bcf\u5e74\u7ecf\u5e38\u6027\u8282\u7ea6 100 \u591a\u4e07\u6b27\u5143<\/strong><\/li>\n<li><strong>\u51cf\u5c11 75% \u7684\u65f6\u95f4<\/strong> \u7528\u4e8e\u81ea\u52a8\u5904\u7406\u7968\u52a1\u7b49\u4efb\u52a1<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5c06\u5355\u8c03\u91cd\u590d\u7684\u4efb\u52a1\u81ea\u52a8\u5316\uff0c\u4f01\u4e1a\u80fd\u591f\u8ba9\u7ba1\u7406\u5c42\u548c\u5458\u5de5\u4f18\u5148\u5904\u7406\u9700\u8981\u521b\u9020\u529b\u3001\u6218\u7565\u601d\u7ef4\u548c\u4eba\u9645\u5173\u7cfb\u7684\u9ad8\u4ef7\u503c\u5de5\u4f5c\u3002\u8fd9\u79cd\u65b9\u6cd5\u76f4\u63a5\u9488\u5bf9 70% \u4eba\u7684\u7ec4\u6210\u90e8\u5206\uff0c\u901a\u8fc7\u5c55\u793a\u76f4\u63a5\u4ef7\u503c\u548c\u51cf\u8f7b\u5458\u5de5\u8d1f\u62c5\uff0c\u5efa\u7acb\u8d77 <strong>\u66f4\u5e7f\u6cdb\u7684\u53d8\u9769\u9700\u8981\u4fe1\u4efb\u548c\u52a8\u529b<\/strong>.<\/p>\n<h2>4.\u806a\u660e\u7684\u9886\u5bfc\u8005\u4f1a\u9009\u62e9\u8fdb\u5316\u800c\u975e\u9769\u547d\u3002.<\/h2>\n<p>\u79d1\u6280\u754c\u559c\u6b22\u98a0\u8986\u7684\u7406\u5ff5\uff0c\u559c\u6b22\u62c6\u6389\u65e7\u7cfb\u7edf\uff0c\u7528\u5168\u65b0\u7684\u4e1c\u897f\u53d6\u800c\u4ee3\u4e4b\u3002\u7136\u800c\uff0c\u5728\u6210\u719f\u7684\u7ec4\u7ec7\u4e2d\uff0c\u201c\u8fdb\u5316\u5f0f \u201d\u7684\u4eba\u5de5\u667a\u80fd\u6574\u5408\u65b9\u6cd5\u8981\u6709\u6548\u5f97\u591a\uff0c\u4e5f\u66f4\u53ef\u6301\u7eed\u3002\u8fd9\u79cd\u7b56\u7565\u7684\u91cd\u70b9\u662f\u6e10\u8fdb\u3001\u8fed\u4ee3\u5f0f\u53d8\u9769\uff0c\u800c\u4e0d\u662f\u8bd5\u56fe\u8fdb\u884c\u9769\u547d\u6027\u7684\u5f7b\u5e95\u6539\u9769\u3002.<\/p>\n<p>\u8fd9\u79cd\u65b9\u6cd5\u5305\u62ec<\/p>\n<ul>\n<li><strong>\u589e\u5f3a\u73b0\u6709\u6d41\u7a0b<\/strong> \u800c\u4e0d\u662f\u5b8c\u5168\u66ff\u6362<\/li>\n<li><strong>\u9009\u62e9\u8bd5\u70b9\u5730\u533a<\/strong> \u4e1a\u52a1\u5f71\u54cd\u660e\u786e\u4e14\u53ef\u8861\u91cf<\/li>\n<li><strong>\u9010\u6b65\u5f15\u5165\u654f\u6377\u6027<\/strong>, \u7279\u522b\u662f\u5728\u9ad8\u5ea6\u7ed3\u6784\u5316\u7684\u4f01\u4e1a\u6587\u5316\u4e2d\uff0c\u7075\u6d3b\u6027\u5fc5\u987b\u4e0e\u65e2\u5b9a\u7684\u7ba1\u7406\u5e76\u5b58<\/li>\n<\/ul>\n<p>\u8fd9\u4e00\u6218\u7565\u5c0a\u91cd 70% \u4eba\u7684\u56e0\u7d20\uff0c\u51cf\u8f7b\u4e86\u7ec4\u7ec7\u5bf9\u9769\u547d\u7684\u6050\u60e7\u548c\u62b5\u5236\u3002 <strong>\u201c\u6495\u88c2-\u66ff\u6362\u201d<\/strong> \u9879\u76ee\u4e0d\u53ef\u907f\u514d\u5730\u4f1a\u9047\u5230\u8fd9\u4e9b\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u4ee5\u5c0f\u89c1\u5927\u3001\u6613\u4e8e\u7ba1\u7406\u7684\u6b65\u9aa4\u6765\u5c55\u793a\u4ef7\u503c\uff0c\u8d62\u5f97\u5229\u76ca\u76f8\u5173\u8005\u7684\u652f\u6301\uff0c\u4ece\u800c\u5efa\u7acb\u52bf\u5934\u3002 <strong>\u5728\u4e0d\u9020\u6210\u6df7\u4e71\u7684\u60c5\u51b5\u4e0b\uff0c\u5c06\u521b\u65b0\u878d\u5165\u516c\u53f8\u57fa\u56e0<\/strong>.<\/p>\n<h2>5.\u662f\u65f6\u5019\u505c\u6b62\u7ba1\u7406\uff0c\u5f00\u59cb\u9886\u5bfc\u4e86\u3002.<\/h2>\n<p>\u6210\u529f\u9a7e\u9a6d\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u9700\u8981 <strong>\u4ece\u7ba1\u7406\u5230\u9886\u5bfc\u7684\u6df1\u523b\u8f6c\u53d8<\/strong>. .\u7ba1\u7406\u8005\u5f80\u5f80\u4e13\u6ce8\u4e8e\u76d1\u7763\u548c\u7535\u5b50\u8868\u683c\u3001\u63a7\u5236\u7ec6\u8282\u548c\u76d1\u63a7\u4efb\u52a1\u5b8c\u6210\u60c5\u51b5\uff0c\u800c\u771f\u6b63\u7684\u9886\u5bfc\u8005\u5219\u80fd\u6fc0\u53d1 <strong>\u5171\u540c\u613f\u666f<\/strong> \u5e76\u4fc3\u8fdb <strong>\u9ad8\u4fe1\u4efb\u73af\u5883<\/strong> \u8ba9\u56e2\u961f\u6709\u80fd\u529b\u6267\u884c\u3002.<\/p>\n<p>\u8fd9\u79cd\u533a\u522b\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u6210\u529f\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u524d\u8fdb\u7684\u9053\u8def\u5f80\u5f80\u5e76\u4e0d\u6e05\u6670\uff0c\u9700\u8981\u9002\u5e94\u6027\u548c\u56e2\u961f\u627f\u8bfa\u3002\u771f\u6b63\u7684\u9886\u5bfc\u8005\u4f1a\u8d70\u5728\u56e2\u961f\u7684\u65c1\u8fb9\u6216\u524d\u9762\uff0c\u6fc0\u52b1\u5e76\u5f15\u5bfc\u4ed6\u4eec\u671d\u7740\u5171\u540c\u7684\u613f\u666f\u524d\u8fdb\u3002.<\/p>\n<p>\u8fd9\u79cd\u9886\u5bfc\u98ce\u683c\u662f\u5f00\u542f\u4eba\u5de5\u667a\u80fd\u6210\u529f\u7684 70% \u6587\u5316\u8981\u7d20\u7684\u5173\u952e\u3002\u5b83\u5305\u62ec <strong>\u4fe1\u4efb\u5458\u5de5\uff0c\u8d4b\u4e88\u4ed6\u4eec\u660e\u786e\u7684\u76ee\u6807\uff0c\u5e76\u6388\u6743\u4ed6\u4eec\u5b8c\u6210\u4efb\u52a1<\/strong>. .\u901a\u8fc7\u9886\u5bfc\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ba1\u7406\uff0c\u9ad8\u7ba1\u4eec\u53ef\u4ee5\u5efa\u7acb\u8d77\u771f\u6b63\u548c\u6301\u4e45\u7684\u8f6c\u578b\u6240\u9700\u7684\u5f39\u6027\u3001\u4e00\u81f4\u548c\u79ef\u6781\u7684\u6587\u5316\u3002.<\/p>\n<p><em>\u201c91.9%\u7684\u9ad8\u7ba1\u8ba4\u4e3a\u6587\u5316\u969c\u788d\u662f\u4eba\u5de5\u667a\u80fd\u6210\u529f\u7684\u6700\u5927\u969c\u788d\uff0c\u800c\u53ea\u67098.1%\u7684\u9ad8\u7ba1\u8ba4\u4e3a\u6280\u672f\u662f\u6700\u5927\u969c\u788d\u201d\u3002\u201d<\/em> - Wavestone Data \u548c\u5206\u6790\u8c03\u67e5<\/p>\n<p><img decoding=\"async\" class=\"lazyload  wp-image-1082002 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-1024x441.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-1024x441.png\" alt=\"\" width=\"813\" height=\"350\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27813%27%20height%3D%27350%27%20viewBox%3D%270%200%20813%20350%27%3E%3Crect%20width%3D%27813%27%20height%3D%27350%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-200x86.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-300x129.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-400x172.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-600x259.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-768x331.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-800x345.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4-1024x441.png 1024w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/02\/Graph-Article-Image-4.png 1109w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 813px) 100vw, 813px\" \/><\/p>\n<h2>\u7ed3\u8bba\uff1a\u5b9e\u73b0\u4f01\u4e1a\u7ea7\u8f6c\u578b\u3002.<\/h2>\n<p>\u4eba\u5de5\u667a\u80fd\u6210\u719f\u5ea6\u7ade\u8d5b\u7684\u6700\u7ec8\u83b7\u80dc\u8005\u4e0d\u662f\u62e5\u6709\u6700\u5f3a\u5927\u6280\u672f\u7684\u7ec4\u7ec7\uff0c\u800c\u662f\u5c06\u6280\u672f\u4e0e\u4e1a\u52a1\u6218\u7565\u7ed3\u5408\u5f97\u6700\u597d\u7684\u7ec4\u7ec7\u3002\u4ece\u6839\u672c\u4e0a\u8bf4\uff0c\u4eba\u5de5\u667a\u80fd\u7684\u6210\u529f\u662f\u4eba\u7c7b\u5728\u6218\u7565\u76ee\u6807\u3001\u6587\u5316\u51c6\u5907\u548c\u771f\u6b63\u7684\u9886\u5bfc\u529b\u6307\u5bfc\u4e0b\u505a\u51fa\u7684\u52aa\u529b\u3002\u90a3\u4e9b\u8ba4\u8bc6\u5230\u4eba\u5de5\u667a\u80fd\u7684\u771f\u6b63\u529b\u91cf\u5728\u4e8e\u589e\u5f3a\u800c\u975e\u53d6\u4ee3\u4eba\u7c7b\u80fd\u529b\u7684\u7ec4\u7ec7\u5c06\u53d6\u5f97\u80dc\u5229\u3002.<br \/>\n\u6280\u672f\u5df2\u7ecf\u51c6\u5907\u5c31\u7eea\u3002\u4f60\u7684\u5458\u5de5\u51c6\u5907\u597d\u4e86\u5417\uff1f\u4f60\u51c6\u5907\u597d\u4e86\u5417\uff1f\u5982\u679c\u4f01\u4e1a\u7684\u672a\u6765\u53d6\u51b3\u4e8e\u5c06\u4eba\u7c7b\u7684\u5224\u65ad\u529b\u4e0e\u673a\u5668\u7684\u7cbe\u786e\u6027\u76f8\u7ed3\u5408\uff0c\u90a3\u4e48\u60a8\u5c31\u5fc5\u987b\u9886\u5bfc\u8f6c\u578b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ba1\u7406\u5de5\u5177\u3002.<\/p>\n<h3>\u8d44\u6599\u6765\u6e90<\/h3>\n<ul>\n<li>\u521b\u9020\u79d1\u5b66(2025\u5e74\uff0c4\u670815\u65e5\uff09\u3002. <a href=\"https:\/\/www.makingscience.com\/blog\/google-cloud-next-25-the-rise-of-agentic-ai-for-transformative-customer-and-employee-experiences\/\" target=\"_blank\" rel=\"noopener\">Google Cloud NEXT \u201925\uff1a\u53d8\u9769\u6027\u5ba2\u6237\u548c\u5458\u5de5\u4f53\u9a8c\u7684\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u7684\u5d1b\u8d77\u3002.<\/a><\/li>\n<li>\u9ea6\u80af\u9521\u516c\u53f8\u3002(2025\u5e74\uff0c3\u670812\u65e5\uff09\u3002. <a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/the-state-of-ai\" target=\"_blank\" rel=\"noopener\">\u4eba\u5de5\u667a\u80fd\u7684\u73b0\u72b6\uff1a\u7ec4\u7ec7\u5982\u4f55\u91cd\u65b0\u5e03\u7ebf\u4ee5\u83b7\u53d6\u4ef7\u503c\u3002.<\/a><\/li>\n<li>\u6ce2\u58eb\u987f\u54a8\u8be2\u516c\u53f8\uff08BCG\uff09\uff1a\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u9769\u547d CEO \u6307\u5357<\/li>\n<li>Gartner\uff1a\u9876\u7ea7\u6218\u7565\u9884\u6d4b\u4e0e\u4eba\u5de5\u667a\u80fd\u8c03\u67e5<\/li>\n<li>\u9ea6\u80af\u9521\u516c\u53f8\uff1a2023\/2024 \u5e74\u7684\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u72b6\u51b5<\/li>\n<li>Wavestone\uff08\u524d\u8eab\u4e3a NewVantage Partners\uff09\uff1aData \u548c\u5206\u6790\u9886\u5bfc\u529b\u6267\u884c\u8c03\u67e5<\/li>\n<li>\u7f8e\u56fd\u56fd\u5bb6\u7ecf\u6d4e\u7814\u7a76\u5c40 (NBER)\uff1a\u5de5\u4f5c\u4e2d\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd<\/li>\n<li>\u6258\u9a6c\u65af-\u5f17\u91cc\u5fb7\u66fc\u611f\u8c22\u60a8\u7684\u8fdf\u5230<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>\u6211\u4eec\u6b63\u751f\u6d3b\u5728\u4e00\u4e2a\u5145\u6ee1\u5de8\u5927\u6280\u672f\u53ef\u80fd\u6027\u7684\u65f6\u4ee3\u3002\u5404\u884c\u5404\u4e1a\u7684\u9886\u5bfc\u8005\u90fd\u88ab AI 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