{"id":1171128,"date":"2026-05-05T13:02:13","date_gmt":"2026-05-05T12:02:13","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=1171128"},"modified":"2026-06-02T13:39:34","modified_gmt":"2026-06-02T12:39:34","slug":"agentic-ai-transformation-in-the-public-sector-how-governments-win-by-industrializing-agentic-ai","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/agentic-ai-transformation-in-the-public-sector-how-governments-win-by-industrializing-agentic-ai\/","title":{"rendered":"\u516c\u5171\u90e8\u95e8\u7684\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\uff1a\u653f\u5e9c\u5982\u4f55\u901a\u8fc7\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u4ea7\u4e1a\u5316\u53d6\u80dc"},"content":{"rendered":"<p><img decoding=\"async\" class=\"lazyload  wp-image-1171001 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png\" alt=\"\" width=\"502\" height=\"310\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27502%27%20height%3D%27310%27%20viewBox%3D%270%200%20502%20310%27%3E%3Crect%20width%3D%27502%27%20height%3D%27310%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-200x123.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-300x185.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-400x247.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-600x370.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-768x474.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup-800x493.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/05\/Agentic-AI-Transformation-in-the-Public-Sector-mockup.png 900w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 502px) 100vw, 502px\" \/><\/p>\n<div class=\"fusion-button-wrapper fusion-aligncenter fusion-align-inline-medium\"><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:\/\/www.artefact.com\/zh\/ressource-document\/agentic-ai-transformation-in-the-public-sector\/\"><span class=\"fusion-button-text awb-button__text awb-button__text--default\">\u4e0b\u8f7d\u767d\u76ae\u4e66<\/span><\/a><\/div>\n<p>\u516c\u5171\u90e8\u95e8\u6b63\u5904\u4e8e\u51b3\u5b9a\u6027\u65f6\u523b\u30022024 \u5e74\uff0c\u5168\u7403\u516c\u5171\u503a\u52a1\u5c06\u8fbe\u5230\u524d\u6240\u672a\u6709\u7684 $102 \u4e07\u4ebf\u7f8e\u5143\uff0c\u5404\u56fd\u653f\u5e9c\u6b63\u5904\u4e8e\u5bf9\u7acb\u7684\u7ed3\u6784\u6027\u529b\u91cf\u4e4b\u95f4\u3002\u4e00\u65b9\u9762\uff0c\u8d22\u653f\u7a7a\u95f4\u6b63\u5728\u8fc5\u901f\u7f29\u5c0f\uff0c\u8d85\u8fc7 34 \u4ebf\u4eba\u751f\u6d3b\u5728\u503a\u52a1\u5229\u606f\u652f\u51fa\u9ad8\u4e8e\u533b\u7597\u6216\u6559\u80b2\u652f\u51fa\u7684\u56fd\u5bb6\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u516c\u6c11\u7684\u671f\u671b\u503c\u6b63\u5728\u98d9\u5347\uff0c\u4ed6\u4eec\u8981\u6c42\u80fd\u4e0e\u5927\u79d1\u6280\u7684\u901f\u5ea6\u548c\u4e2a\u6027\u5316\u76f8\u5ab2\u7f8e\u7684\u6570\u5b57\u5316\u670d\u52a1\u3002.<\/p>\n<p>\u5927\u591a\u6570\u7ec4\u7ec7\u5c06\u8fd9\u79cd\u878d\u5408\u89c6\u4e3a\u65e0\u6cd5\u514b\u670d\u7684\u5b98\u50da\u5371\u673a\u3002\u7136\u800c\uff0c\u5e02\u573a\u9886\u5bfc\u8005\u5374\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u6218\u7565\u673a\u9047\u3002\u901a\u8fc7\u5efa\u7acb\u7531\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\uff08Agentic Artificial Intelligence\uff09\u9a71\u52a8\u7684\u53ef\u6269\u5c55\u4fe1\u4efb\u5806\u6808\uff0c\u653f\u5e9c\u53ef\u4ee5\u4ece\u6839\u672c\u4e0a\u91cd\u5851\u670d\u52a1\u63d0\u4f9b\u65b9\u5f0f\uff0c\u5e76\u5728\u516c\u5171\u673a\u6784\u5468\u56f4\u5efa\u7acb\u8d77\u9632\u5fa1\u6027\u7684\u8d23\u4efb\u62a4\u57ce\u6cb3\u3002.<\/p>\n<h2>\u95ee\u9898\uff1a\u4e00\u5207\u7167\u65e7\u7684\u7ec8\u7ed3<\/h2>\n<p>\u5411\u4efb\u4f55\u516c\u5171\u90e8\u95e8\u7684\u9886\u5bfc\u8005\u8be2\u95ee\u4ed6\u4eec\u7684\u6570\u5b57\u5316\u8f6c\u578b\uff0c\u4ed6\u4eec\u90fd\u4f1a\u8c08\u8bba\u5206\u6563\u7684\u95e8\u6237\u7f51\u7ad9\u3001\u5b64\u7acb\u7684\u673a\u5668\u5b66\u4e60\u8bd5\u70b9\u548c\u6e10\u8fdb\u7684\u6539\u9769\u3002\u7136\u800c\uff0c\u8fd9\u4e9b\u52aa\u529b\u59cb\u7ec8\u96be\u4ee5\u5728\u5fc5\u8981\u7684\u89c4\u6a21\u4e0a\u53d6\u5f97\u7a81\u7834\u6027\u6210\u679c\u3002.<\/p>\n<p><strong>data \u6beb\u4e0d\u542b\u7cca\u3002.<\/strong> \u516c\u5171\u5f00\u652f\u6301\u7eed\u589e\u957f\uff0c\u76ee\u524d\u7ecf\u5408\u7ec4\u7ec7\u56fd\u5bb6\u7684\u516c\u5171\u5f00\u652f\u5e73\u5747\u5360\u56fd\u5185\u751f\u4ea7\u603b\u503c\u7684 40 %\uff0c\u800c\u5b98\u50da\u673a\u6784\u7684\u5404\u81ea\u4e3a\u653f\u5374\u4f7f\u5173\u952e\u9879\u76ee\u9677\u5165\u56f0\u5883\u3002\u4ece\u5386\u53f2\u4e0a\u770b\uff0c\u653f\u5e9c\u7684 artificial intelligence \u5177\u6709\u5f88\u9ad8\u7684\u4ef7\u503c\uff0c\u4f46\u5b8c\u5168\u662f\u88ab\u52a8\u7684\u3002\u9884\u6d4b\u6a21\u578b\u5bf9\u98ce\u9669\u8fdb\u884c\u5206\u7c7b\uff0c\u804a\u5929\u673a\u5668\u4eba\u4e3a\u5e02\u6c11\u7684\u8be2\u95ee\u63d0\u4f9b\u811a\u672c\u7b54\u6848\u3002\u8fd9\u4e9b\u7cfb\u7edf\u4f5c\u4e3a\u7b80\u5355\u7684\u8f93\u5165\u548c\u8f93\u51fa\u673a\u5668\u8fd0\u884c\u3002\u7531\u4e8e\u4e0d\u5177\u5907\u81ea\u4e3b\u884c\u52a8\u7684\u80fd\u529b\uff0c\u4eba\u5de5\u667a\u80fd\u4ecd\u88ab\u56f0\u5728 \u201c\u521b\u65b0\u5267\u573a \u201d\u4e2d\uff0c\u65e0\u6cd5\u6539\u53d8\u516c\u5171\u7ba1\u7406\u7684\u57fa\u672c\u7ecf\u6d4e\u5b66\uff1a\u4e00\u5207\u7167\u65e7\u5c06\u65e0\u6cd5\u8d62\u5f97\u672a\u6765\u7684\u6218\u6597\u3002.<\/p>\n<h2>\u89e3\u51b3\u65b9\u6848\uff1a\u6570\u5b57\u5316\u516c\u52a1\u5458<\/h2>\n<p>\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u4ee3\u8868\u7740\u673a\u5668\u667a\u80fd\u7684\u4e0b\u4e00\u6b21\u98de\u8dc3\uff0c\u5176\u7279\u70b9\u662f\u7cfb\u7edf\u53ef\u4ee5\u5728\u89c4\u5b9a\u7684\u8303\u56f4\u5185\u81ea\u4e3b\u63a8\u7406\u3001\u89c4\u5212\u3001\u91c7\u53d6\u884c\u52a8\u548c\u5b66\u4e60\u3002\u8fd9\u4e9b\u4e0d\u4ec5\u4ec5\u662f\u7b97\u6cd5\u3002\u5b83\u4eec\u662f\u6570\u5b57\u516c\u4ec6\u3002\u5b83\u4eec\u5728\u89c2\u5bdf\u3001\u51b3\u7b56\u3001\u884c\u52a8\u548c\u5b66\u4e60\u7684\u8fde\u7eed\u95ed\u73af\u4e2d\u8fd0\u884c\u3002.<\/p>\n<p>\u6700\u5173\u952e\u7684\u662f\uff0c\u5b9e\u73b0\u8fd9\u4e00\u70b9\u7684\u7ecf\u6d4e\u5b66\u539f\u7406\u5df2\u7ecf\u5b8c\u5168\u7ffb\u8f6c\u3002\u6b63\u5982\u65af\u5766\u798f\u4eba\u5de5\u667a\u80fd\u6307\u6570 reports\uff0c\u201c\u6839\u636e\u4efb\u52a1\u7684\u4e0d\u540c\uff0cLLM \u63a8\u7406\u7684\u4ef7\u683c\u6bcf\u5e74\u4e0b\u964d 9 \u500d\u5230 900 \u500d\u4e0d\u7b49\u201d\u3002\u8fd9\u79cd\u6210\u672c\u7684\u5927\u5e45\u964d\u4f4e\u4f7f\u6301\u7eed\u7684\u4ee3\u7406\u5faa\u73af\u6210\u4e3a\u53ef\u80fd\uff0c\u800c\u4e0d\u4f1a\u6253\u7834\u7d27\u5f20\u7684\u516c\u5171\u9884\u7b97\u3002.<\/p>\n<h2>\u73b0\u4ee3\u6cbb\u7406\u7684\u4e94\u5927\u6218\u573a<\/h2>\n<p>\u4e3a\u4e86\u786e\u4fdd\u7e41\u8363\u4e0e\u7a33\u5b9a\uff0c\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u662f\u6253\u8d62\u4e94\u573a\u51b3\u5b9a\u6027\u6218\u5f79\u6240\u9700\u7684\u500d\u589e\u5668\uff1a<\/p>\n<ol>\n<li><strong>\u516c\u5171\u8d22\u653f\u4e4b\u6218\uff1a<\/strong> \u5835\u6f0f\u589e\u6536\u3002\u5404\u56fd\u653f\u5e9c\u5fc5\u987b\u5835\u4f4f\u7a0e\u6536\u6f0f\u6d1e\uff0c\u89e3\u51b3\u65e5\u76ca\u52a0\u5267\u7684\u56fd\u503a\u95ee\u9898\u3002\u81ea\u4e3b\u7a0e\u52a1\u5408\u89c4\u4ee3\u7406\u53ef\u4ee5\u5b9e\u65f6\u53d1\u73b0\u590d\u6742\u7684\u9003\u7a0e\u884c\u4e3a\uff0c\u8ffd\u56de\u56e0\u6b3a\u8bc8\u800c\u635f\u5931\u7684\u6570\u5341\u4ebf\u7f8e\u5143\u3002\u6b64\u5916\uff0c\u91c7\u8d2d\u76d1\u7763\u5458\u53ef\u4ee5\u5728\u5408\u540c\u7b7e\u8ba2\u524d\u53d1\u73b0\u64cd\u7eb5\u6295\u6807\u7684\u884c\u4e3a\uff0c\u6210\u4e3a\u516c\u5171\u8d22\u653f\u7684\u4e0d\u61c8\u5b88\u62a4\u8005\u3002.<\/li>\n<li><strong>\u7ecf\u6d4e\u53d1\u5c55\u4e4b\u6218\uff1a<\/strong> \u5438\u5f15\u8d44\u672c\uff0c\u63a8\u52a8\u589e\u957f\u3002\u6b63\u5982\u8054\u5408\u56fd\u6240\u6307\u51fa\u7684\uff0c\u201c\u8d44\u672c\u4ecd\u7136\u6d41\u5411\u6700\u5bb9\u6613\u7684\u5730\u65b9\uff0c\u800c\u4e0d\u662f\u6700\u9700\u8981\u7684\u5730\u65b9\u201d\u3002\u4ee3\u7406\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u4ee5\u65e0\u7f1d\u627f\u4fdd\u4e2d\u5c0f\u4f01\u4e1a\u4fe1\u8d37\uff0c\u5c06\u5916\u56fd\u76f4\u63a5\u6295\u8d44\u673a\u4f1a\u4e0e\u5f53\u5730\u4ea7\u4e1a\u96c6\u7fa4\u76f8\u5339\u914d\uff0c\u5e76\u534f\u8c03\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u7269\u6d41\uff0c\u4f7f\u7ecf\u6d4e\u4f53\u5bf9\u5168\u7403\u6295\u8d44\u8005\u5177\u6709\u4e0d\u53ef\u6297\u62d2\u7684\u5438\u5f15\u529b\u3002.<\/li>\n<li><strong>\u4eba\u7c7b\u548c\u793e\u4f1a\u53d1\u5c55\u4e4b\u6218\uff1a<\/strong> \u63d0\u5347\u5065\u5eb7\u3001\u6559\u80b2\u548c\u798f\u5229\u3002\u8fd9\u91cc\u9700\u8981\u4e3b\u52a8\u5e72\u9884\u3002\u81ea\u4e3b\u4ee3\u7406\u53ef\u4ee5\u8bbe\u8ba1\u4e2a\u6027\u5316\u7684\u6162\u6027\u75c5\u62a4\u7406\u8def\u5f84\uff0c\u5728\u5b66\u6821\u90e8\u7f72\u65e9\u671f\u8f8d\u5b66\u98ce\u9669\u63a2\u6d4b\u5668\uff0c\u5e76\u6a21\u62df\u517b\u8001\u91d1\u7684\u957f\u671f\u53ef\u6301\u7eed\u6027\uff0c\u800c\u4e0d\u662f\u88ab\u52a8\u7684\u533b\u7597\u4fdd\u5065\u3002.<\/li>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u548c\u516c\u6c11\u670d\u52a1\u4e4b\u6218\uff1a<\/strong> \u63d0\u4f9b\u667a\u80fd\u3001\u53cd\u5e94\u8fc5\u901f\u7684\u57ce\u5e02\u6cbb\u7406\u3002\u6570\u5b57\u53cc\u80de\u80ce\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\u4ee3\u7406\u53ef\u4ee5\u5728\u53d1\u751f\u91cd\u5927\u670d\u52a1\u4e2d\u65ad\u4e4b\u524d\uff0c\u81ea\u52a8\u6d3e\u9063\u7ef4\u4fee\u4eba\u5458\u5904\u7406\u516c\u7528\u8bbe\u65bd\u6cc4\u6f0f\u6216\u9053\u8def\u7f3a\u9677\uff0c\u4ece\u800c\u8282\u7701\u6570\u767e\u4e07\u7684\u88ab\u52a8\u7ef4\u62a4\u6210\u672c\u3002.<\/li>\n<li><strong>\u53f8\u6cd5\u3001\u5b89\u5168\u548c\u5b89\u4fdd\u4e4b\u6218\uff1a<\/strong> \u7ef4\u62a4\u6b63\u4e49\u610f\u5473\u7740\u63d0\u4f9b\u901f\u5ea6\u548c\u516c\u5e73\u3002\u6cd5\u9662\u5907\u5ba1\u6848\u4ef6\u4f18\u5316\u4ee3\u7406\u53ef\u4ee5\u79ef\u6781\u7f29\u77ed\u7ed3\u6848\u65f6\u95f4\uff0c\u800c\u52a8\u6001\u5de1\u903b\u5206\u914d\u4ee3\u7406\u5219\u53ef\u4ee5\u5b9e\u65f6\u4f18\u5316\u6267\u6cd5\u8d44\u6e90\u3002.<\/li>\n<\/ol>\n<h2>\u6e38\u620f\u624b\u518c\uff1a\u4ece\u96c4\u5fc3\u58ee\u5fd7\u5230\u516c\u5171\u5f71\u54cd<\/h2>\n<p>\u4ece\u96f6\u6563\u7684\u8bd5\u70b9\u5230\u4f01\u4e1a\u89c4\u6a21\u3001\u503c\u5f97\u4fe1\u8d56\u7684\u4eba\u5de5\u667a\u80fd\uff0c\u9700\u8981\u7ecf\u8fc7\u4e25\u683c\u7684\u5de5\u4e1a\u5316\u6d41\u7a0b\u3002.<\/p>\n<ol>\n<li><strong>\u6218\u7565\u6e05\u6670\uff1a<\/strong> \u786e\u5b9a\u5173\u952e\u4efb\u52a1\u7528\u4f8b\u3002\u4e0d\u8981\u7b80\u5355\u5730\u4e3a\u4e86\u73b0\u4ee3\u5316\u800c\u90e8\u7f72\u4eba\u5de5\u667a\u80fd\u3002\u5229\u7528\u5f71\u54cd\u548c\u53ef\u884c\u6027\u77e9\u9635\u6765\u786e\u5b9a\u9879\u76ee\u7684\u4f18\u5148\u6b21\u5e8f\uff0c\u91cd\u70b9\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u80fd\u5728\u98ce\u9669\u53ef\u63a7\u7684\u60c5\u51b5\u4e0b\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u7684\u9886\u57df\u3002.<\/li>\n<li><strong>Data \u548c\u5de5\u4f5c\u6d41\u7a0b\u51c6\u5907\u5c31\u7eea\uff1a<\/strong> \u4eba\u5de5\u667a\u80fd\u7684\u6210\u529f\u5b8c\u5168\u53d6\u51b3\u4e8e\u51c6\u786e\u3001\u4e92\u8054\u7684 data\u3002\u4ee4\u4eba\u9707\u60ca\u7684\u662f\uff0c\u5728\u63a5\u53d7\u8c03\u67e5\u7684\u9ad8\u7ba1\u4e2d\uff0c\u53ea\u6709 12 % \u8ba4\u4e3a\u4ed6\u4eec\u76ee\u524d\u7684 data \u57fa\u7840\u8bbe\u65bd\u8db3\u4ee5\u6ee1\u8db3\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u9700\u8981\u3002\u5404\u56fd\u653f\u5e9c\u5728\u5f15\u5165\u81ea\u4e3b\u6027\u4e4b\u524d\uff0c\u5fc5\u987b\u5efa\u7acb\u5171\u540c\u7684 data \u6807\u51c6\uff0c\u5c06\u8f93\u5165\u6570\u5b57\u5316\uff0c\u5e76\u7ed8\u5236\u7aef\u5230\u7aef\u5de5\u4f5c\u6d41\u7a0b\u56fe\u3002.<\/li>\n<li><strong>\u53d7\u63a7\u98de\u884c\u5458\uff1a<\/strong> \u9996\u5148\u5728\u5f71\u54cd\u8f83\u5927\u7684\u5730\u533a\u8fdb\u884c\u6709\u9650\u5236\u7684\u8bd5\u70b9\u3002\u4e3a\u671f 90 \u5929\u7684\u8bd5\u70b9\u4e3a\u6d4b\u8bd5\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5b89\u5168\u3001\u4f4e\u98ce\u9669\u7684\u73af\u5883\uff0c\u786e\u4fdd\u5bf9\u654f\u611f\u51b3\u7b56\u7684\u4eba\u4e3a\u76d1\u7763\u4e00\u4e1d\u4e0d\u82df\u3002.<\/li>\n<li><strong>\u5de5\u4e1a\u5316\u6cbb\u7406\uff1a<\/strong> \u5efa\u7acb\u5065\u5168\u7684\u76d1\u7763\u673a\u5236\u3002\u4e0e\u6b27\u76df\u4eba\u5de5\u667a\u80fd\u6cd5\u6848\u7b49\u76d1\u7ba1\u6846\u67b6\u4fdd\u6301\u4e00\u81f4\u3002\u81f3\u5173\u91cd\u8981\u7684\u662f\uff0c\u767d\u76ae\u4e66\u6307\u51fa\uff0c\u201c\u6cbb\u7406\u662f\u4e00\u4e2a\u7279\u5f81\uff0c\u800c\u4e0d\u662f\u6469\u64e6\uff1a\u660e\u786e\u7684\u95ee\u8d23\u5236\u3001\u5f71\u54cd\u8bc4\u4f30\u548c\u6301\u7eed\u76d1\u63a7\u662f\u81ea\u4e3b\u5b89\u5168\u7684\u4fdd\u969c\u201d\u3002.<\/li>\n<li><strong>\u89c4\u6a21\u5316\u91c7\u7528\u548c\u53d8\u9769\u7ba1\u7406\uff1a<\/strong> \u5355\u9760\u6280\u672f\u662f\u65e0\u6cd5\u53d6\u5f97\u6210\u529f\u7684\u300271%\u7684\u516c\u5171\u90e8\u95e8\u5458\u5de5\u8ba4\u4e3a\u81ea\u5df1\u5bf9\u4eba\u5de5\u667a\u80fd\u6beb\u65e0\u51c6\u5907\uff0c\u56e0\u6b64\u5fc5\u987b\u8fdb\u884c\u6709\u9488\u5bf9\u6027\u7684\u518d\u57f9\u8bad\u548c\u53d8\u9769\u7ba1\u7406\u3002\u5f15\u5165\u6df7\u5408\u89d2\u8272\uff0c\u8ba9\u516c\u52a1\u5458\u76d1\u7763\u4ee3\u7406\u4eba\uff0c\u800c\u4e0d\u662f\u6267\u884c\u91cd\u590d\u6027\u4efb\u52a1\u3002.<\/li>\n<\/ol>\n<h3>\u505c\u529e\u4e8b\u9879\u6e05\u5355<\/h3>\n<p>\u540c\u6837\u91cd\u8981\u7684\u662f\uff0c\u653f\u5e9c\u9886\u5bfc\u4eba\u5fc5\u987b\u7acb\u5373\u653e\u5f03\u4ec0\u4e48\u3002.<\/p>\n<ul>\n<li>\u505c\u6b62\u8d44\u52a9\u6ca1\u6709\u9000\u51fa\u6807\u51c6\u7684\u8bd5\u70b9\u9879\u76ee\u3002\u5982\u679c\u67d0\u79cd\u7b97\u6cd5\u672a\u80fd\u5728\u6307\u5b9a\u65f6\u95f4\u5185\u8bc1\u660e\u5176\u4ef7\u503c\u6216\u5b9e\u73b0\u5b89\u5168\u5408\u89c4\u7684\u9014\u5f84\uff0c\u5219\u5e94\u5c06\u8d44\u91d1\u91cd\u65b0\u90e8\u7f72\u5230\u5176\u4ed6\u5730\u65b9\u3002.<\/li>\n<li>\u4e0d\u8981\u518d\u4e8b\u540e\u624d\u8003\u8651\u6cbb\u7406\u95ee\u9898\u3002\u5f71\u54cd\u8bc4\u4f30\u3001data \u4e3b\u6743\u548c\u5ba1\u8ba1\u673a\u5236\u5fc5\u987b\u4ece\u4e00\u5f00\u59cb\u5c31\u7eb3\u5165\u5176\u4e2d\u3002.<\/li>\n<li>\u505c\u6b62\u81ea\u52a8\u5316\u7834\u788e\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u9996\u5148\u7ed8\u5236\u7aef\u5230\u7aef\u6d41\u7a0b\u56fe\u3002\u5c06\u4f4e\u6548\u7684\u5b98\u50da\u673a\u6784\u6570\u5b57\u5316\u53ea\u4f1a\u5bfc\u81f4\u66f4\u5feb\u7684\u4f4e\u6548\u3002.<\/li>\n<li>\u4e0d\u8981\u518d\u5ffd\u89c6\u73af\u8def\u4e2d\u7684\u4eba\u7c7b\u3002\u5982\u679c\u516c\u52a1\u5458\u548c\u516c\u6c11\u4e0d\u4fe1\u4efb\u4eba\u5de5\u667a\u80fd\uff0c\u518d\u597d\u7684\u4eba\u5de5\u667a\u80fd\u4e5f\u4f1a\u5931\u8d25\u3002\u4ece\u6839\u672c\u4e0a\u8bf4\uff0c\u91c7\u7528\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u9879\u53d8\u9769\u7ba1\u7406\u6311\u6218\u3002.<\/li>\n<\/ul>\n<h2>\u5148\u884c\u8005\u4e3a\u4f55\u80fd\u83b7\u80dc<\/h2>\n<p>\u5168\u7403\u516c\u5171\u90e8\u95e8\u7684\u7ade\u4e89\u5c06\u5206\u4e3a\u4e24\u6761\u622a\u7136\u4e0d\u540c\u7684\u9053\u8def\u3002\u6025\u529f\u8fd1\u5229\u3001\u8106\u5f31\u4e0d\u582a\u7684\u7ec4\u7ec7\u5c06\u90e8\u7f72\u6cbb\u7406\u7a0b\u5ea6\u6700\u4f4e\u7684\u6a21\u5f0f\uff0c\u9762\u4e34\u516c\u4f17\u53cd\u5f39\u3001\u5ba1\u8ba1\u5931\u8d25\u548c\u5b8c\u5168\u4e27\u5931\u516c\u6c11\u4fe1\u4efb\u3002\u7136\u800c\uff0c\u503c\u5f97\u4fe1\u8d56\u7684\u5efa\u7b51\u5e08\u5c06\u628a\u76d1\u7ba1\u548c\u95ee\u8d23\u4f5c\u4e3a\u57fa\u672c\u7684\u8bbe\u8ba1\u8981\u6c42\uff0c\u5efa\u7acb\u6709\u5f39\u6027\u7684\u3001\u4ee5\u516c\u6c11\u4e3a\u4e2d\u5fc3\u7684\u673a\u6784\u3002.<\/p>\n<p>\u5148\u884c\u8005\u5c06\u8de8\u8d8a\u4f20\u7edf\u7684\u4f4e\u6548\u7387\uff0c\u5728\u5404\u90e8\u95e8\u4e4b\u95f4\u4ea7\u751f\u590d\u5408\u6548\u76ca\uff0c\u521b\u9020\u51fa\u4e00\u4e2a\u5b66\u4e60\u901f\u5ea6\u66f4\u5feb\u3001\u516c\u5171\u6210\u679c\u8d28\u91cf\u66f4\u9ad8\u7684\u98de\u8f6e\u3002\u95ee\u9898\u4e0d\u518d\u662f\u653f\u5e9c\u662f\u5426\u5e94\u8be5\u91c7\u53d6\u884c\u52a8\uff0c\u800c\u662f\u4ece\u54ea\u91cc\u5f00\u59cb\u3002.<br \/>\n\u73b0\u5728\u5c31\u5c06\u4ee3\u7406\u95ee\u8d23\u5236\u4ea7\u4e1a\u5316\u3002\u4ece\u4e00\u4e2a\u5f71\u54cd\u529b\u5927\u7684\u5de5\u4f5c\u6d41\u7a0b\u5f00\u59cb\u3002\u8bc1\u660e\u4ef7\u503c\u3002\u8c28\u614e\u6269\u5c55\u3002\u8ba9\u65b0\u4e00\u4ee3\u6570\u5b57\u516c\u52a1\u5458\u4e0e\u4eba\u7c7b\u5e76\u80a9\u5de5\u4f5c\uff0c\u5f15\u9886\u4e0b\u4e00\u4e2a\u516c\u5171\u670d\u52a1\u65f6\u4ee3\u3002.<\/p>\n<p><span style=\"text-decoration: underline;\">\u5173\u4e8e\u4f5c\u8005\u7684\u66f4\u591a\u4fe1\u606f<\/span>:<\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/omarhallak\/\" target=\"_blank\" rel=\"noopener\">\u5965\u9a6c\u5c14-\u54c8\u62c9\u514b<\/a> \u662f Artefact \u7684\u9ad8\u7ea7\u5408\u4f19\u4eba\u548c\u516c\u5171\u90e8\u95e8\u8d1f\u8d23\u4eba\uff0c\u5728\u5168\u7403\u9886\u5148\u7684\u516c\u53f8\u62e5\u6709\u8d85\u8fc7 13 \u5e74\u7684\u54a8\u8be2\u7ecf\u9a8c\u3002\u4ed6\u4e13\u957f\u4e8e\u4e2d\u4e1c\u5730\u533a\u7684\u653f\u5e9c\u8f6c\u578b\u3001\u56fd\u5bb6 data \u8ba1\u5212\u3001\u8d22\u653f\u89c4\u5212\u548c\u65c5\u6e38\u4e1a\u53d1\u5c55\uff0c\u4e3a\u516c\u5171\u90e8\u95e8\u9ad8\u5c42\u9886\u5bfc\u63d0\u4f9b data-driven \u6218\u7565\u548c\u5927\u89c4\u6a21\u8f6c\u578b\u8ba1\u5212\u65b9\u9762\u7684\u5efa\u8bae\u3002\u5965\u9a6c\u5c14\u9886\u5bfc\u8bbe\u8ba1\u5e76\u5b9e\u65bd\u4e86\u56fd\u5bb6\u7ea7\u548c\u57ce\u5e02\u7ea7 data \u4e2d\u5fc3\u3001\u8d22\u653f data \u8d28\u91cf\u8ba1\u5212\u548c\u65c5\u6e38\u4e1a data platforms\uff0c\u4ee5\u52a0\u5f3a\u6cbb\u7406\u3001\u51b3\u7b56\u548c\u670d\u52a1\u63d0\u4f9b\u3002\u4ed6\u62e5\u6709\u6b27\u6d32\u5de5\u5546\u7ba1\u7406\u5b66\u9662\u5de5\u5546\u7ba1\u7406\u7855\u58eb\u5b66\u4f4d\u548c\u8d1d\u9c81\u7279\u7f8e\u56fd\u5927\u5b66\u91d1\u878d\u4e0e\u4f1a\u8ba1\u5b66\u58eb\u5b66\u4f4d\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u516c\u5171\u90e8\u95e8\u6b63\u5904\u4e8e\u51b3\u5b9a\u6027\u65f6\u523b\u30022024 \u5e74\uff0c\u5168\u7403\u516c\u5171\u503a\u52a1\u5c06\u8fbe\u5230\u524d\u6240\u672a\u6709\u7684 $102 \u4e07\u4ebf\u7f8e\u5143\uff0c\u5404\u56fd\u653f\u5e9c\u6b63\u5904\u4e8e\u5bf9\u7acb\u7684\u7ed3\u6784\u6027\u529b\u91cf\u4e4b\u95f4\u3002\u4e00\u65b9\u9762\uff0c\u8d22\u653f\u7a7a\u95f4\u6b63\u5728\u8fc5\u901f\u7f29\u5c0f\uff0c\u8d85\u8fc7 34 \u4ebf\u4eba\u751f\u6d3b\u5728\u503a\u52a1\u5229\u606f\u652f\u51fa\u9ad8\u4e8e\u533b\u7597\u6216\u6559\u80b2\u652f\u51fa\u7684\u56fd\u5bb6\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u516c\u6c11\u7684\u671f\u671b\u503c\u6b63\u5728\u98d9\u5347\uff0c\u4ed6\u4eec\u8981\u6c42\u80fd\u4e0e\u5927\u79d1\u6280\u7684\u901f\u5ea6\u548c\u4e2a\u6027\u5316\u76f8\u5ab2\u7f8e\u7684\u6570\u5b57\u5316\u670d\u52a1\u3002.<\/p>","protected":false},"featured_media":1171263,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995],"blog-language":[2991],"class_list":["post-1171128","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-technology","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/1171128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/1171263"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=1171128"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=1171128"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=1171128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}