{"id":1402575,"date":"2026-08-25T14:44:53","date_gmt":"2026-08-25T13:44:53","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=1402575"},"modified":"2026-09-17T14:56:43","modified_gmt":"2026-09-17T13:56:43","slug":"the-missing-layer-the-operating-model-your-conversational-data-agents-cant-work-without","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/the-missing-layer-the-operating-model-your-conversational-data-agents-cant-work-without\/","title":{"rendered":"\u7f3a\u5931\u7684\u4e00\u73af\uff1a\u60a8\u7684\u5bf9\u8bdd\u5f0f data \u667a\u80fd\u4ee3\u7406\u4e0d\u53ef\u6216\u7f3a\u7684\u8fd0\u8425\u6a21\u5f0f"},"content":{"rendered":"<h2>\u5bfc\u8a00<\/h2>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u6b63\u8fc5\u901f\u6210\u4e3a\u4e00\u79cd\u666e\u53ca\u6280\u672f\u3002\u5982\u4eca\uff0c\u6bcf\u4e2a\u7ec4\u7ec7\u90fd\u80fd\u4f7f\u7528\u5230\u529f\u80fd\u65e5\u76ca\u5f3a\u5927\u7684AI\u6a21\u578b\uff0c\u8fd9\u4e9b\u6a21\u578b\u6b63\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u4e0d\u65ad\u8fdb\u6b65\u3002. <\/span><a href=\"https:\/\/www.starburst.io\/blog\/access-to-business-context-will-determine-who-can-replace-bi-with-ai\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u7ade\u4e89\u4f18\u52bf\u4e0d\u4f1a\u6765\u81ea\u6a21\u578b\u672c\u8eab<\/span><\/a><span style=\"font-weight: 400;\">, \uff0c\u800c\u662f\u53d6\u51b3\u4e8e\u4ed6\u4eec\u80fd\u591f\u83b7\u53d6\u7684\u4f01\u4e1a\u60c5\u62a5\u7684\u8d28\u91cf\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f01\u4e1a\u667a\u80fd\u4e0d\u4ec5\u9650\u4e8e\u201cdata\u201d\u3002\u6b63\u662f\u4e1a\u52a1\u542b\u4e49\u3001\u6cbb\u7406\u3001\u5173\u8054\u5173\u7cfb\u3001\u653f\u7b56\u548c\u673a\u6784\u77e5\u8bc6\u7684\u7ed3\u5408\uff0c\u4f7f\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u7406\u89e3\u4f01\u4e1a\u7684\u5b9e\u9645\u8fd0\u4f5c\u65b9\u5f0f\u3002\u5982\u679c\u6ca1\u6709\u8fd9\u4e9b\u8981\u7d20\uff0c\u5373\u4fbf\u662f\u6700\u5f3a\u5927\u7684AI\u6a21\u578b\uff0c\u4e5f\u5f88\u96be\u4ea7\u51fa\u503c\u5f97\u4fe1\u8d56\u3001\u53ef\u89e3\u91ca\u4e14\u53ef\u4ed8\u8bf8\u884c\u52a8\u7684\u7ed3\u679c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6311\u6218\u5e76\u4e0d\u5728\u4e8e\u4ece\u5934\u5f00\u59cb\u6784\u5efa\u4f01\u4e1a\u667a\u80fd\uff0c\u800c\u5728\u4e8e <\/span><a href=\"https:\/\/www.starburst.io\/blog\/enterprise-agentic-ai-production-success-semantic-layer-context-layer\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u5c06\u5206\u6563\u7684\u4e1a\u52a1\u77e5\u8bc6\u6574\u5408\u5230\u4e00\u4e2a\u53d7\u7ba1\u63a7\u7684\u5c42\u4e2d<\/span><\/a><span style=\"font-weight: 400;\">, \uff0c\u5e76\u968f\u7740\u4e1a\u52a1\u7684\u53d8\u5316\u4e0d\u65ad\u4f18\u5316\u5b83\u3002\u8fd9\u6b63\u662f\u8bb8\u591a\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\u9677\u5165\u505c\u6ede\u7684\u539f\u56e0\u3002 \u8bd5\u60f3\u4e00\u5bb6\u94f6\u884c\u5bf9\u201c\u9ad8\u98ce\u9669\u5ba2\u6237\u201d\u7684\u5b9a\u4e49\uff1a\u5408\u89c4\u90e8\u95e8\u56e0\u5176\u53ef\u7591\u6d3b\u52a8\u5c06\u5176\u6807\u8bb0\uff0c\u4fe1\u8d37\u90e8\u95e8\u56e0\u5176\u53ef\u80fd\u8fdd\u7ea6\u5c06\u5176\u6807\u8bb0\uff0c\u53cd\u6b3a\u8bc8\u90e8\u95e8\u56e0\u5176\u5f02\u5e38\u4ea4\u6613\u5c06\u5176\u6807\u8bb0\u3002\u6bcf\u4e2a\u56e2\u961f\u4f9d\u636e\u81ea\u8eab\u7684\u89c4\u5219\u90fd\u8ba4\u4e3a\u81ea\u5df1\u662f\u5bf9\u7684\uff0c\u4f46\u8fd9\u4e9b\u5b9a\u4e49\u5e76\u4e0d\u4e00\u81f4\uff0c\u800c\u6cbb\u7406\u6b63\u662f\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u7cfb\u7edf\u548cAI\u4ee3\u7406\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u7684\u7b54\u6848\uff0c\u6765\u5f25\u5408\u8fd9\u4e00\u5dee\u8ddd\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4efd\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u84dd\u56fe\u3002 Starburst \u5c55\u793a\u4e86\u7ec4\u7ec7\u5982\u4f55\u5728\u5206\u5e03\u5f0f data \u548c metadata \u73af\u5883\u4e2d\u6784\u5efa\u503c\u5f97\u4fe1\u8d56\u7684\u4f01\u4e1a\u667a\u80fd\u3002Artefact \u5219\u5c55\u793a\u4e86\u80fd\u591f\u5b9e\u73b0\u8be5\u667a\u80fd\u6301\u7eed\u53d1\u73b0\u3001\u8ba4\u8bc1\u3001\u590d\u7528\u548c\u4f18\u5316\u7684\u8fd0\u8425\u6a21\u5f0f\u3002\u4e8c\u8005\u5171\u540c\u63d0\u4f9b\u4e86\u5728\u4f01\u4e1a\u7ea7\u89c4\u6a21\u4e0a\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u8fd0\u8425\u6240\u9700\u7684\u6280\u672f\u57fa\u7840\u548c\u7ec4\u7ec7\u6a21\u578b\u3002.<\/span><\/p>\n<h2><b>\u4e3a\u4f55\u5728\u591a\u6b21\u6210\u529f\u8bd5\u70b9\u540e\uff0cdata\u5bf9\u8bdd\u5f0f\u667a\u80fd\u4ee3\u7406\u4ecd\u65e0\u6cd5\u5b9e\u73b0\u89c4\u6a21\u5316 <\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5927\u591a\u6570\u7ec4\u7ec7\u5df2\u7ecf\u8bc1\u660e\uff0c <\/span><a href=\"https:\/\/www.starburst.io\/blog\/why-the-future-of-ai-relies-on-context-conversation\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd<\/span><\/a><span style=\"font-weight: 400;\"> \u786e\u5b9e\u53ef\u884c\u3002\u5b83\u4eec\u6253\u9020\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u8bd5\u70b9\u9879\u76ee\uff0c\u5c55\u73b0\u4e86\u5207\u5b9e\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u5e76\u5728\u6574\u4e2a\u7ec4\u7ec7\u5185\u5f15\u53d1\u4e86\u70ed\u70c8\u53cd\u54cd\u3002\u7136\u800c\uff0c\u80fd\u5c06\u8fd9\u4e9b\u6210\u529f\u7ecf\u9a8c\u6269\u5c55\u4e3a\u4f01\u4e1a\u7ea7\u80fd\u529b\u7684\u5374\u5be5\u5be5\u65e0\u51e0\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9762\u4e34\u7684\u6311\u6218\u5728\u4e8e\u4f01\u4e1a\u5c31\u7eea\u6027\u3002\u5728\u5bf9\u8bdd\u5f0f data \u667a\u80fd\u5ba2\u670d\u80fd\u591f\u5927\u89c4\u6a21\u7a33\u5b9a\u8fd0\u884c\u4e4b\u524d\uff0c\u4f01\u4e1a\u5fc5\u987b\u56de\u7b54\u4ee5\u4e0b\u4e09\u4e2a\u6839\u672c\u6027\u95ee\u9898\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u8c01\u6765\u5b9a\u4e49\u4eba\u5de5\u667a\u80fd\u5e94\u8fd0\u884c\u7684\u4e1a\u52a1\u73af\u5883\uff1f<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6211\u4eec\u5982\u4f55\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u7684\u63a8\u8350\u7ed3\u679c\u65e2\u53ef\u9760\u53c8\u53ef\u89e3\u91ca\uff0c\u5e76\u80fd\u4e0e\u7ec4\u7ec7\u7684\u95ee\u8d23\u5236\u6302\u94a9\uff1f\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u968f\u7740\u4e1a\u52a1\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u8be5\u7cfb\u7edf\u662f\u5982\u4f55\u6301\u7eed\u5b66\u4e60\u548c\u6539\u8fdb\u7684\uff1f<\/span><\/li>\n<\/ul>\n<h2><b>\u4f01\u4e1a\u667a\u80fd\u5c42\uff1a\u60a8\u73b0\u6709\u7684data foundations\u6b63\u662f\u60a8\u6700\u5b9d\u8d35\u7684\u4eba\u5de5\u667a\u80fd\u8d44\u4ea7 <\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u53ea\u80fd\u751f\u6210 <\/span><a href=\"https:\/\/www.starburst.io\/blog\/agent-grounding-the-missing-discipline-in-enterprise-ai\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u503c\u5f97\u4fe1\u8d56\u7684\u4e1a\u52a1\u6210\u679c<\/span><\/a><span style=\"font-weight: 400;\"> \u5f53\u4ee5\u4e0b\u4e09\u4ef6\u4e8b\u4f9d\u6b21\u53d1\u751f\u65f6\uff1a\u5fc5\u987b\u80fd\u591f\u8bbf\u95ee\u4f01\u4e1a data\uff0c\u5fc5\u987b\u68b3\u7406\u4e1a\u52a1\u542b\u4e49\uff0c\u5e76\u4e14\u5728\u4efb\u4f55\u51b3\u7b56\u5236\u5b9a\u8fc7\u7a0b\u4e2d\u90fd\u5fc5\u987b\u6fc0\u6d3b\u53ef\u4fe1\u60c5\u62a5\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f01\u4e1a\u4e0a\u4e0b\u6587\u5c42\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u6267\u884c\u6a21\u578b\u6784\u5efa\u4e86\u8fd9\u4e00\u57fa\u7840\uff1a<\/span><\/p>\n<p><span style=\"color: #ff0066;\"><b>\u8fde\u63a5\u3002. <\/b><\/span><span style=\"font-weight: 400;\">Enterprise data \u548c metadata \u5df2\u5e7f\u6cdb\u5b58\u5728\u4e8e\u5404\u8fd0\u8425\u7cfb\u7edf\u3001cloud \u5e73\u53f0\u3001data \u6570\u636e\u6e56\u3001\u76ee\u5f55\u3001\u8bed\u4e49\u6a21\u578b\u3001\u5546\u4e1a\u667a\u80fd\uff08BI\uff09\u5de5\u5177\u4ee5\u53ca\u6587\u6863\u4e2d\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Starburst \u5e76\u975e\u8981\u6c42\u4f01\u4e1a\u5c06\u8fd9\u4e9b\u8d44\u4ea7\u96c6\u4e2d\u7ba1\u7406\uff0c\u800c\u662f\u901a\u8fc7 data \u548c metadata \u5b9e\u73b0\u8054\u90a6\u5316\uff0c\u4ece\u800c\u4f7f AI \u9879\u76ee\u80fd\u591f\u7acb\u5373\u542f\u52a8\uff0c\u65e0\u9700\u7b49\u5f85\u8fc1\u79fb\u6216\u6574\u5408\u9879\u76ee\u3002\u4f01\u4e1a\u53ef\u4ee5\u5229\u7528\u73b0\u6709\u7684\u667a\u80fd\u8d44\u6e90\u7acb\u5373\u5f00\u5c55\u5de5\u4f5c\u3002.<\/span><\/p>\n<p><span style=\"color: #ff0066;\"><b>\u6574\u7406<\/b><\/span><span style=\"font-weight: 400;\"><span style=\"color: #ff0066;\">.<\/span> \u4e92\u8054\u7684 data \u5c06\u8f6c\u53d8\u4e3a\u53ef\u91cd\u590d\u5229\u7528\u7684\u4f01\u4e1a\u667a\u80fd\u3002\u4f01\u4e1a\u4e0a\u4e0b\u6587\u5c42\u5c06\u8054\u5408\u7684 data \u7ec4\u7ec7\u6210\u7b26\u5408\u4e1a\u52a1\u8fd0\u8425\u65b9\u5f0f\u7684\u3001\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684 data \u4ea7\u54c1\u2014\u2014\u5305\u62ec\u5ba2\u6237\u3001\u4ea7\u54c1\u3001\u653f\u7b56\u3001\u8d26\u6237\u3001\u98ce\u9669\u3001\u4f9b\u5e94\u5546\u53ca\u5176\u4ed6\u6838\u5fc3\u4e1a\u52a1\u5b9e\u4f53\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6bcf\u6b3e data \u4ea7\u54c1\u90fd\u878d\u5408\u4e86\u4ee5\u4e0b\u56db\u4e2a\u8981\u7d20\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u53ef\u4fe1 data<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5546\u4e1a\u542b\u4e49<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u4e1a\u52a1\u903b\u8f91<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5d4c\u5165\u5f0f\u6cbb\u7406<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u8fd9\u4e9b\u8981\u7d20\u5171\u540c\u6784\u6210\u4e86\u53ef\u91cd\u7528\u7684\u4f01\u4e1a\u667a\u80fd\u5355\u5143\uff0c\u53ef\u5728\u5206\u6790\u3001\u5e94\u7528\u7a0b\u5e8f\u548c\u4eba\u5de5\u667a\u80fd\u4e4b\u95f4\u5171\u4eab\u3002\u4f01\u4e1a\u65e0\u9700\u4e3a\u6bcf\u4e2a\u4eea\u8868\u677f\u6216\u4ee3\u7406\u91cd\u65b0\u6784\u5efa\u4e1a\u52a1\u80cc\u666f\uff0c\u53ea\u9700\u6784\u5efa\u4e00\u6b21\uff0c\u5373\u53ef\u5728\u4efb\u4f55\u5730\u65b9\u91cd\u590d\u4f7f\u7528\u3002.<\/span><\/p>\n<p><b><span style=\"color: #ff0066;\">\u6fc0\u6d3b\u3002.<\/span> <\/b><span style=\"font-weight: 400;\">\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684 data \u4ea7\u54c1\u5df2\u6210\u4e3a\u4eea\u8868\u76d8\u3001\u5e94\u7528\u7a0b\u5e8f\u3001AIDA \u4ee5\u53ca\u7ecf\u8fc7\u6279\u51c6\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\u7684\u901a\u7528\u667a\u80fd\u57fa\u7840\u3002\u7531\u4e8e\u6bcf\u6b3e data \u4ea7\u54c1\u90fd\u5df2\u5305\u542b\u53ef\u4fe1\u7684\u4e1a\u52a1\u542b\u4e49\u3001\u5173\u8054\u5173\u7cfb\u3001\u6cbb\u7406\u673a\u5236\u548c\u53ef\u590d\u7528\u7684\u4e1a\u52a1\u903b\u8f91\uff0c\u56e0\u6b64\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u57fa\u4e8e\u4f01\u4e1a\u667a\u80fd\u8fdb\u884c\u63a8\u7406\uff0c\u800c\u975e\u76f4\u63a5\u57fa\u4e8e\u539f\u59cb\u7684 data \u6570\u636e\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u4e0d\u65ad\u6539\u8fdb\uff0c\u4f01\u4e1a\u4e0a\u4e0b\u6587\u5c42\u7684\u4ef7\u503c\u4e5f\u968f\u4e4b\u63d0\u5347\u3002\u66f4\u667a\u80fd\u7684\u6a21\u578b\u63d0\u5347\u4e86\u503c\u5f97\u4fe1\u8d56\u7684\u4f01\u4e1a\u667a\u80fd\u7684\u4ef7\u503c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e58\u6570\u662f\uff1a <\/span><span style=\"color: #ff0066;\"><b>\u6a21\u578b \u00d7 \u4f01\u4e1a\u667a\u80fd<\/b><\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fde\u63a5\u3002\u7ec4\u7ec7\u3002\u884c\u52a8\u3002.<br \/>\n\u4e3a\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u5960\u5b9a\u6280\u672f\u57fa\u7840\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8981\u5c06\u8fd9\u4e00\u57fa\u7840\u4ed8\u8bf8\u5b9e\u8df5\uff0c\u8fd8\u9700\u8981\u4e00\u9879\u989d\u5916\u7684\u80fd\u529b\uff1a <\/span><b>\u6301\u7eed\u6539\u8fdb\u3002.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\uff0c\u8fd9\u4e00\u57fa\u7840\u6bd4\u5927\u591a\u6570\u7ec4\u7ec7\u610f\u8bc6\u5230\u7684\u8981\u8fd1\u5f97\u591a\u3002\u867d\u7136\u91d1\u878d\u673a\u6784\u6700\u521d\u6295\u8d44\u4e8e\u6cbb\u7406\u662f\u4e3a\u4e86\u6ee1\u8db3\u76d1\u7ba1\u8981\u6c42\uff0c\u4f46\u8fd9\u4e00\u88ab\u8feb\u91c7\u53d6\u7684\u4e3e\u63aa\u5374\u4e3a\u60c5\u5883\u5c42\u5960\u5b9a\u4e86\u6838\u5fc3\u57fa\u77f3\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data \u7ba1\u7406\u5458<\/b><span style=\"font-weight: 400;\"> \u5bf9\u4e00\u7ebf\u4e1a\u52a1\u5b9a\u4e49\u6709\u6df1\u5165\u4e86\u89e3\u7684\u4eba\u5458<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Data \u7ed3\u6784\u57df<\/b><span style=\"font-weight: 400;\"> \u62e5\u6709\u6210\u719f\u7684\u6240\u6709\u6743\u7ed3\u6784\u548c\u6e05\u6670\u7684\u4f20\u627f\u8109\u7edc<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5546\u4e1a\u672f\u8bed\u8868<\/b><span style=\"font-weight: 400;\"> \u662f\u5728\u76d1\u7ba1\u5ba1\u67e5\u4e0b\u5f00\u53d1\u7684\uff0c\u5176\u4e2d\u5df2\u9884\u5148\u5d4c\u5165\u4e86\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u4e3a\u786e\u4fdd\u53ef\u4fe1\u8fd0\u884c\u6240\u9700\u7684\u903b\u8f91<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u90e8\u7f72\u4f1a\u8bdd\u5f0f Data \u667a\u80fd\u4ee3\u7406\u5e76\u975e\u4e00\u9879\u5168\u65b0\u7684\u8f6c\u578b\uff0c\u800c\u662f\u4e00\u79cd\u81ea\u7136\u800c\u7136\u7684 <\/span><b>\u6f14\u53d8<\/b><span style=\"font-weight: 400;\"> \u5728\u5df2\u5b9e\u65bd\u7684data governance\u9879\u76ee\u4e2d\uff0c\u6b64\u6b21\u4e3e\u63aa\u4e0d\u4ec5\u662f\u4e3a\u4e86\u6ee1\u8db3\u76d1\u7ba1\u8981\u6c42\u3002.<\/span><\/p>\n<h2><b>\u793a\u4f8b\u2014\u2014\u5ba2\u6237\u662f\u8c01\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u8bd5\u60f3\u4e00\u4e0b\uff0c\u5728\u4e00\u5bb6\u5927\u578b\u94f6\u884c\u4e2d\uff0c\u6709\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u95ee\u9898\uff1a\u8c01\u662f\u5ba2\u6237\uff1f\u8fd9\u542c\u8d77\u6765\u5f88\u7b80\u5355\uff0c\u4f46\u5374\u662f\u91d1\u878d\u670d\u52a1\u9886\u57df\u6700\u590d\u6742\u7684data\u6311\u6218\u4e4b\u4e00\u3002.<br \/>\n\u8fd9\u4e2a\u95ee\u9898\u53d6\u51b3\u4e8e\u63d0\u95ee\u8005\u662f\u8c01\u3002\u96f6\u552e\u94f6\u884c\u4e1a\u5c06\u5ba2\u6237\u5b9a\u4e49\u4e3a\u8d26\u6237\u6301\u6709\u4eba\uff1b\u5546\u4e1a\u94f6\u884c\u4e1a\u5219\u4ee5\u6cd5\u5f8b\u5b9e\u4f53\u6216\u4f01\u4e1a\u96c6\u56e2\u4e3a\u5355\u4f4d\uff1b\u8d22\u5bcc\u7ba1\u7406\u884c\u4e1a\u5219\u4ee5\u5bb6\u5ead\u4e3a\u5355\u4f4d\uff1b\u53cd\u6d17\u94b1\uff08AML\uff09\u548c\u4e86\u89e3\u4f60\u7684\u5ba2\u6237\uff08KYC\uff09\u56e2\u961f\u5c06\u5ba2\u6237\u5b9a\u4e49\u4e3a\u7ecf\u8fc7\u98ce\u9669\u8bc4\u4f30\u3001\u5e76\u5177\u6709\u7b5b\u67e5\u548c\u76d1\u63a7\u540d\u5355\u72b6\u6001\u7684\u4e2a\u4eba\uff1b\u800c\u5e02\u573a\u8425\u9500\u90e8\u95e8\u5219\u5c06\u5ba2\u6237\u89c6\u4e3a\u57fa\u4e8e\u884c\u4e3a\u548c\u4ea4\u6613\u4fe1\u53f7\u6784\u5efa\u7684\u53ef\u5b9a\u4f4d\u7528\u6237\u753b\u50cf\u3002.<br \/>\n\u73b0\u5728\u5411\u6bcf\u4e2a\u56e2\u961f\u63d0\u51fa\u540c\u4e00\u4e2a\u95ee\u9898\uff1a <em>\u6211\u4eec\u6709\u591a\u5c11\u6d3b\u8dc3\u5ba2\u6237\uff1f<\/em> \u6bcf\u4e2a\u90fd\u8fd4\u56de\u4e0d\u540c\u7684\u6570\u5b57\uff0c\u56e0\u4e3a\u6bcf\u4e2a\u90fd\u91c7\u7528\u4e86\u4e0d\u540c\u7684\u3001\u4f46\u540c\u6837\u6709\u6548\u7684\u4e1a\u52a1\u5b9a\u4e49\u3002\u5982\u679c\u6ca1\u6709\u4e1a\u52a1\u80cc\u666f\uff0c\u8fd9\u4e9b\u7b54\u6848\u5c31\u65e0\u6cd5\u534f\u8c03\u4e00\u81f4\u3002\u4e00\u4e2a\u5bf9\u6bcf\u4e2a\u67e5\u8be2\u90fd\u5e94\u7528\u5355\u4e00\u5b9a\u4e49\u7684Data\u5bf9\u8bdd\u5f0f\u667a\u80fd\u4ee3\u7406\uff0c\u4e0d\u53ef\u907f\u514d\u5730\u4f1a\u5bfc\u81f4\u54cd\u5e94\u4e0d\u4e00\u81f4\uff0c\u5e76\u524a\u5f31\u7528\u6237\u7684\u4fe1\u4efb\u3002.<\/span><\/p>\n<p><strong>\u89e3\u51b3\u4e4b\u9053\u5e76\u975e\u53e6\u4e00\u4e2aAI\u6a21\u578b\u3002. <span style=\"color: #ff0066;\">\u8fd9\u5c31\u662f\u6cbb\u7406\u3002.<\/span><\/strong><\/p>\n<p>\u4e1a\u52a1\u804c\u80fd\u90e8\u95e8\u8d1f\u8d23\u5236\u5b9a\u5e76\u9a8c\u8bc1\u5176\u5b9a\u4e49\uff0cdata \u7ba1\u7406\u5458\u5c06\u5176\u8f6c\u5316\u4e3a\u53d7\u7ba1\u63a7\u7684\u4e1a\u52a1\u89c4\u5219\uff0c\u800c\u8bed\u4e49\u5c42\u5219\u4fdd\u7559\u4e86\u8be5\u4e0a\u4e0b\u6587\u3002 \u968f\u540e\uff0c\u5bf9\u8bdd\u5f0f Data \u4ee3\u7406\u4f1a\u6839\u636e\u7528\u6237\u7684\u89d2\u8272\u3001\u4e1a\u52a1\u804c\u80fd\u548c\u610f\u56fe\uff0c\u9009\u62e9\u5408\u9002\u7684\u5b9a\u4e49\u3002\u6b64\u5916\uff0c\u5b83\u73b0\u5728\u80fd\u591f\u8bc6\u522b\u63d0\u95ee\u8005\u8eab\u4efd\u3001\u4e86\u89e3\u7528\u6237\u6240\u5904\u7684\u4e0a\u4e0b\u6587\uff0c\u5e76\u636e\u6b64\u786e\u5b9a\u5e94\u8c03\u7528\u54ea\u4e2a data \u4ea7\u54c1\u3002.<\/p>\n<h2>\u4f01\u4e1a\u667a\u80fd\u8fd0\u8425\u6a21\u5f0f<\/h2>\n<p><i><span style=\"font-weight: 400;\">\u201c\u8fde\u63a5\u3002\u7ec4\u7ec7\u3002\u884c\u52a8\u3002\u201d<\/span><\/i><span style=\"font-weight: 400;\"> \u4e3a\u4f01\u4e1a\u4eba\u5de5\u667a\u80fd\u5960\u5b9a\u4e86\u6280\u672f\u57fa\u7840\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8981\u5728\u4f01\u4e1a\u5c42\u9762\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u9645\u5e94\u7528\uff0c\u8fd8\u9700\u8981\u5177\u5907\u4e00\u9879\u989d\u5916\u7684\u80fd\u529b\uff1a <\/span><b>\u6539\u8fdb\u3002.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u4f01\u4e1a\u667a\u80fd\u5e76\u975e\u9759\u6001\u8d44\u4ea7\u3002\u4e1a\u52a1\u5b9a\u4e49\u5728\u4e0d\u65ad\u6f14\u53d8\uff0c\u4ea7\u54c1\u5728\u4e0d\u65ad\u66f4\u65b0\uff0c\u6cd5\u89c4\u4e5f\u5728\u4e0d\u65ad\u53d8\u5316\uff0c\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u4e5f\u5728\u4e0d\u65ad\u63d0\u5347\u3002\u6bcf\u4e00\u6b21\u4ea4\u4e92\u90fd\u4e3a\u5f3a\u5316\u4f01\u4e1a\u7684\u667a\u80fd\u57fa\u7840\u521b\u9020\u4e86\u65b0\u7684\u673a\u9047\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6301\u7eed\u6539\u8fdb\u662f\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u8fd0\u4f5c\u5faa\u73af\u5b9e\u73b0\u7684\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff0066;\"><b>\u53d1\u73b0<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u5e94\u5229\u7528\u4eba\u5de5\u667a\u80fd\u4e0d\u65ad\u53d1\u6398\u63d0\u5347\u4f01\u4e1a\u667a\u80fd\u7684\u673a\u9047\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u901a\u8fc7\u89c2\u5bdf <\/span><a href=\"https:\/\/www.starburst.io\/blog\/iceberg-transactions-and-metadata\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u5143 data<\/span><\/a><span style=\"font-weight: 400;\">, \u67e5\u8be2\u6a21\u5f0f\u3001\u4e1a\u52a1\u89c4\u5219\u7684\u4f7f\u7528\u60c5\u51b5\u3001data\u4ea7\u54c1\u4e4b\u95f4\u7684\u5173\u8054\u4ee5\u53ca\u6d88\u8d39\u8005\u884c\u4e3a\uff0c\u8be5\u5e73\u53f0\u80fd\u591f\u8bc6\u522b\u51fa\u5f3a\u5316\u4e1a\u52a1\u903b\u8f91\u3001\u63a8\u8350\u65b0 <\/span><a href=\"https:\/\/www.starburst.io\/blog\/ai-data-products\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684 data \u4ea7\u54c1<\/span><\/a><span style=\"font-weight: 400;\">, \u6539\u8fdb metadata\uff0c\u5e76\u5728\u4e0d\u540c\u9886\u57df\u6269\u5c55\u53ef\u590d\u7528\u7684\u667a\u80fd\u3002.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6bcf\u4e00\u6b21\u4e92\u52a8\u90fd\u6210\u4e3a\u65b0\u7684\u5b66\u4e60\u673a\u4f1a\u3002.<\/span><\/p>\n<h3><span style=\"color: #ff0066;\"><b>\u8ba4\u8bc1<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u53d1\u73b0\uff0c\u4eba\u4eec\u5efa\u7acb\u4fe1\u4efb\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u503c\u5f97\u4fe1\u8d56\u7684AI\u9700\u8981\u660e\u786e\u7684\u8d23\u4efb\u5f52\u5c5e\uff0c\u800c\u975e\u66f4\u591a\u7684\u6cbb\u7406\u63aa\u65bd\u3002\u4e1a\u52a1\u56e2\u961f\u548c\u6280\u672f\u56e2\u961f\u5404\u81ea\u53d1\u6325\u7740\u4e0d\u540c\u7684\u4f5c\u7528\uff0c\u4ee5\u786e\u4fddAI\u5728\u6b63\u786e\u7684\u4e1a\u52a1\u80cc\u666f\u4e0b\u8fd0\u884c\uff0c\u5e76\u968f\u7740\u7ec4\u7ec7\u7684\u6f14\u8fdb\u800c\u6301\u7eed\u6539\u8fdb\u3002.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4e0a\u4e0b\u6587\u57df\u6240\u6709\u8005 <\/b><span style=\"font-weight: 400;\">\u901a\u8fc7\u754c\u5b9a\u672f\u8bed\u7684\u4f7f\u7528\u65b9\u5f0f\u3001\u4f7f\u7528\u5bf9\u8c61\u4ee5\u53ca\u9002\u7528\u4e8e\u54ea\u4e9b\u51b3\u7b56\uff0c\u6765\u89c4\u8303\u5546\u4e1a\u542b\u4e49\u3002.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u573a\u666f\u8d4b\u80fd\u56e2\u961f\uff08Data \u548c AI \u67b6\u6784\u5e08\uff09 <\/b><span style=\"font-weight: 400;\">\u5c06\u4e1a\u52a1\u5b9a\u4e49\u7684\u4e0a\u4e0b\u6587\u8f6c\u5316\u4e3a\u53d7\u7ba1\u63a7\u4e14\u652f\u6301\u4eba\u5de5\u667a\u80fd\u7684data\u4ea7\u54c1\u3002.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4e0a\u4e0b\u6587\u63a7\u5236\u4e0e\u534f\u8c03\u56e2\u961f <\/b><span style=\"font-weight: 400;\">\u5bf9\u4e0a\u4e0b\u6587\u5c42\u8fdb\u884c\u7248\u672c\u63a7\u5236\u3001\u7ba1\u7406\u548c\u5ba1\u8ba1\uff0c\u4ee5\u786e\u4fdd\u6bcf\u9879 AI \u8f93\u51fa\u90fd\u80fd\u8ffd\u6eaf\u5230\u5df2\u8bb0\u5f55\u7684\u4e1a\u52a1\u51b3\u7b56<\/span><\/li>\n<\/ul>\n<h3><span style=\"color: #ff0066;\"><b>\u518d\u5229\u7528<\/b><\/span><\/h3>\n<p><span style=\"font-weight: 400;\">\u7ecf\u8fc7\u8ba4\u8bc1\u7684\u60c5\u62a5\u53ef\u7acb\u5373\u5728\u5206\u6790\u3001\u5e94\u7528\u7a0b\u5e8f\u7b49\u573a\u666f\u4e2d\u91cd\u590d\u4f7f\u7528\uff0c, <\/span><a href=\"https:\/\/www.starburst.io\/blog\/starburst-delivers-aida-an-ai-agent-built-to-disrupt-bi\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">AIDA<\/span><\/a><span style=\"font-weight: 400;\">, \uff0c\u4ee5\u53ca\u7ecf\u8fc7\u6279\u51c6\u7684AI\u4ee3\u7406\u3002\u6bcf\u4e00\u4f4d\u65b0\u7528\u6237\u90fd\u4f1a\u4ea7\u751f\u53cd\u9988\uff0c\u4ece\u800c\u5b8c\u5584\u4f01\u4e1a\u667a\u80fd\u57fa\u7840\u67b6\u6784\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u968f\u7740\u6bcf\u6b21\u8fed\u4ee3\uff0c\u4f01\u4e1a\u667a\u80fd\u53d8\u5f97\u66f4\u52a0\u503c\u5f97\u4fe1\u8d56\u3001\u66f4\u52a0\u5168\u9762\u3001\u4e5f\u66f4\u6709\u4ef7\u503c\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u79cd\u8fd0\u8425\u6a21\u5f0f\u65e0\u9700\u5efa\u7acb\u65b0\u7684\u7ec4\u7ec7\u67b6\u6784\uff0c\u800c\u662f\u62d3\u5c55\u4e86\u73b0\u6709\u5c97\u4f4d\u7684\u804c\u8d23\u8303\u56f4\u3002\u6280\u672f\u4e0e\u4eba\u5458\u76f8\u8f85\u76f8\u6210\uff0c\u5171\u540c\u6784\u5efa\u4e86\u4e00\u4e2a\u6301\u7eed\u667a\u80fd\u7cfb\u7edf\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Starburst \u63d0\u4f9b\u4e86\u6280\u672f\u57fa\u7840\u3002\u8be5\u8fd0\u8425\u6a21\u5f0f\u786e\u4fdd\u4f01\u4e1a\u667a\u80fd\u80fd\u591f\u968f\u7740\u4e1a\u52a1\u7684\u53d1\u5c55\u800c\u6301\u7eed\u6f14\u8fdb\u3002.<\/span><\/p>\n<p><img decoding=\"async\" class=\"lazyload wp-image-1402585 aligncenter\" src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM.png\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM.png\" alt=\"\" width=\"716\" height=\"380\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27716%27%20height%3D%27380%27%20viewBox%3D%270%200%20716%20380%27%3E%3Crect%20width%3D%27716%27%20height%3D%27380%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-18x10.png 18w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-200x106.png 200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-300x159.png 300w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-400x212.png 400w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-600x318.png 600w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-768x407.png 768w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-800x424.png 800w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-1024x543.png 1024w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM-1200x637.png 1200w, https:\/\/www.artefact.com\/\/wp-content\/uploads\/2026\/08\/Screenshot-2026-08-20-at-10.53.22-AM.png 1512w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 716px) 100vw, 716px\" \/><\/p>\n<h2><b>\u5982\u679c\u6ca1\u6709\u8fd0\u8425\u6a21\u5f0f\uff0c\u53ef\u80fd\u4f1a\u51fa\u73b0\u4ec0\u4e48\u95ee\u9898\uff1f<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u667a\u80fd\u7684\u8fd0\u8425\u6a21\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\u5c31\u65e0\u6cd5\u83b7\u5f97\u63d0\u4f9b\u4e00\u81f4\u3001\u53ef\u9760\u7b54\u6848\u6240\u9700\u7684\u53ef\u4fe1\u4e1a\u52a1\u80cc\u666f\u3002\u8bd5\u60f3\u4e00\u5bb6\u94f6\u884c\u5728\u5c1a\u672a\u5bf9\u4e1a\u52a1\u5b9a\u4e49\u3001\u653f\u7b56\u548c\u89c4\u5219\u8fdb\u884c\u6cbb\u7406\u548c\u8ba4\u8bc1\u7684\u60c5\u51b5\u4e0b\u5c31\u90e8\u7f72\u4e86\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u3002\u5f53\u9ad8\u7ba1\u8be2\u95ee\u6d3b\u8dc3\u5ba2\u6237\u6570\u91cf\u65f6\uff0c\u4e0d\u540c\u7684\u4eba\u5de5\u667a\u80fd\u52a9\u624b\u548c\u4eea\u8868\u76d8\u4f1a\u7ed9\u51fa\u4e0d\u540c\u7684\u7b54\u6848\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u8fd9\u4e2a\u95ee\u9898\u8fdc\u4e0d\u6b62\u4e8e\u6570\u636e\u4e0d\u4e00\u81f4\u3002\u5982\u679c\u5bf9\u4e1a\u52a1\u80cc\u666f\u672c\u8eab\u6ca1\u6709\u660e\u786e\u7684\u8d23\u4efb\u5f52\u5c5e\uff0c\u5c31\u6ca1\u4eba\u80fd\u89e3\u91ca\u6e05\u695a\u91c7\u7528\u4e86\u54ea\u79cd\u5b9a\u4e49\u3001\u4e3a\u4f55\u9009\u62e9\u8be5\u5b9a\u4e49\uff0c\u4ee5\u53ca\u662f\u8c01\u6279\u51c6\u5c06\u5176\u4f5c\u4e3a\u653f\u7b56\u3002\u4e00\u65e6\u51fa\u73b0\u95ee\u9898\uff0c\u8d23\u4efb\u5f52\u548e\u5c31\u6ca6\u4e3a\u201cAI\u662f\u8fd9\u4e48\u8bf4\u7684\u201d\uff0c\u800c\u8fd9\u7edd\u4e0d\u662f\u9ad8\u7ba1\u3001\u76d1\u7ba1\u673a\u6784\u6216\u5ba2\u6237\u6240\u80fd\u63a5\u53d7\u7684\u7b54\u6848\u3002 \u968f\u7740\u4eba\u5de5\u667a\u80fd\u65e5\u76ca\u878d\u5165\u65e5\u5e38\u51b3\u7b56\uff0c\u7ec4\u7ec7\u7edd\u4e0d\u80fd\u5bb9\u5fcd\u90a3\u79cd\u65e0\u4eba\u8d1f\u8d23\u7684\u667a\u80fd\u7cfb\u7edf\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9886\u5148\u7684\u4f01\u4e1a\u90fd\u8ba4\u8bc6\u5230\uff0c\u6311\u6218\u5e76\u4e0d\u5728\u4e8e\u5f00\u53d1\u66f4\u591a\u7684\u4eba\u5de5\u667a\u80fd\u4ee3\u7406\uff0c\u800c\u5728\u4e8e\u660e\u786e\u6bcf\u4e2a\u4ee3\u7406\u6240\u4f9d\u636e\u7684\u4e1a\u52a1\u80cc\u666f\u5f52\u8c01\u6240\u6709\uff0c\u4ece\u800c\u786e\u4fdd\u4fe1\u4efb\u548c\u95ee\u8d23\u5236\u80fd\u591f\u968f\u7740\u4e1a\u52a1\u89c4\u6a21\u7684\u6269\u5927\u800c\u540c\u6b65\u6269\u5c55\u3002.<\/span><\/p>\n<h2>Artefact\u5bf9\u6b64\u91c7\u53d6\u7684\u5904\u7406\u65b9\u5f0f<\/h2>\n<p><strong>\u5728 Artefact\uff0c\u8bc4\u4f30\u4f5c\u4e3a\u4e00\u9879\u6838\u5fc3\u5de5\u4f5c\u6d41\u88ab\u7eb3\u5165\u4e86\u6211\u4eec\u7684\u201cAI Factory\u201d\u65b9\u6cd5\u8bba\u4e4b\u4e2d\u3002.<\/strong> \u6bcf\u6b21\u667a\u80fd\u4ee3\u7406\u90e8\u7f72\u90fd\u5305\u542b\u4e00\u4e2a\u8bc4\u4f30\u6846\u67b6\u8bbe\u8ba1\u9636\u6bb5\uff0c\u8be5\u9636\u6bb5\u4e0e\u667a\u80fd\u4ee3\u7406\u7684\u5f00\u53d1\u5de5\u4f5c\u5e76\u884c\u8fdb\u884c\u3002\u6211\u4eec\u4f1a\u5b9a\u4e49\u8f68\u8ff9\u7ea7\u8bc4\u4f30\u6807\u51c6\uff0c\u6784\u5efa\u9488\u5bf9\u5177\u4f53\u7528\u4f8b\u91cf\u8eab\u5b9a\u5236\u7684\u60c5\u666f\u5e93\uff0c\u5e76\u5728\u667a\u80fd\u4ee3\u7406\u4e0a\u7ebf\u524d\u5efa\u7acb\u6301\u7eed\u76d1\u63a7\u673a\u5236\u3002.<\/p>\n<p>\u5176\u80cc\u540e\u7684\u601d\u8def\u5f88\u7b80\u5355\uff1a <strong><span style=\"color: #ff0066;\">\u4e00\u4e2a\u53ef\u4ee5\u8861\u91cf\u7684\u4ee3\u7406\uff0c\u624d\u662f\u503c\u5f97\u4fe1\u8d56\u3001\u53ef\u4ee5\u6539\u8fdb\u5e76\u80fd\u5b9e\u73b0\u89c4\u6a21\u5316\u7684\u4ee3\u7406\u3002.<\/span> <\/strong>\u6211\u4eec\u5408\u4f5c\u7684\u90a3\u6279\u65e9\u65e9\u91c7\u7528\u8fd9\u4e00\u65b9\u6cd5\u7684\u7ec4\u7ec7\uff0c\u603b\u80fd\u66f4\u5feb\u5730\u6295\u5165\u751f\u4ea7\uff0c\u5e76\u8d62\u5f97\u5229\u76ca\u76f8\u5173\u8005\u66f4\u5927\u7684\u4fe1\u4efb\u3002.<\/p>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9886\u519b\u4eba\u7269\u4e0d\u4ec5\u4ec5\u662f\u5728\u6253\u9020\u66f4\u4f18\u79c0\u7684\u667a\u80fd\u4f53\u3002\u4ed6\u4eec\u6b63\u5728<strong> \u6784\u5efa\u667a\u80fd\u8fd0\u8425\u6a21\u5f0f<\/strong> \u73b0\u5728\uff0c\u56e0\u4e3a\u4ed6\u4eec\u65e2\u5c06\u5176\u89c6\u4e3a\u2026\u2026 <strong>\u65e2\u662f\u7acb\u7aff\u89c1\u5f71\u7684\u63a8\u52a8\u529b\uff0c\u4e5f\u662f\u957f\u671f\u7684\u7ade\u4e89\u4f18\u52bf\u3002.<\/strong><\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong><span style=\"color: #ff0066;\">\u4e00\u4e2a\u7531\u660e\u786e\u7684\u7ba1\u7406\u8005\u62e5\u6709\u548c\u7ef4\u62a4\u7684\u3001\u53d7\u76d1\u7ba1\u7684\u667a\u80fd\u5c42\uff0c\u80fd\u591f\u540c\u65f6\u52a0\u901f\u6240\u6709\u4eba\u5de5\u667a\u80fd\u9879\u76ee\u7684\u63a8\u8fdb\u3002.<\/span> <\/strong>\u6cbb\u7406\u673a\u5236\u5df2\u5185\u7f6e\u5176\u4e2d\uff0c\u56e0\u6b64\u56e2\u961f\u65e0\u9700\u5728\u540e\u671f\u53e6\u884c\u6dfb\u52a0\u3002\u8be5\u5c42\u53ef\u4e0e\u56e2\u961f\u9009\u62e9\u6784\u5efa\u7684\u4efb\u4f55\u4ee3\u7406\u914d\u5408\u4f7f\u7528\uff0c\u56e0\u6b64\u6bcf\u4e2a\u65b0\u9879\u76ee\u90fd\u80fd\u57fa\u4e8e\u540c\u4e00\u53ef\u4fe1\u57fa\u7840\u542f\u52a8\uff0c\u800c\u975e\u4ece\u5934\u5f00\u59cb\u91cd\u5efa\u3002\u800c\u4e14\uff0c\u7531\u4e8e\u4e1a\u52a1\u7528\u6237\u53ef\u4ee5\u4ece\u53ef\u4fe1\u6765\u6e90\u81ea\u52a9\u83b7\u53d6\u670d\u52a1\uff0c\u4ed6\u4eec\u4e0d\u518d\u9700\u8981\u4e3a\u4e86\u5f97\u5230\u4e00\u4e2a\u7b54\u6848\u800c\u7b49\u5f85IT\u90e8\u95e8\u7684\u54cd\u5e94\u3002 \u603b\u4f53\u800c\u8a00\uff0c\u56e2\u961f\u65e0\u9700\u4e3a\u6bcf\u4e2a\u65b0\u7528\u4f8b\u91cd\u65b0\u5b9a\u4e49\u672f\u8bed\u3001\u89c4\u5219\u548c\u4e0a\u4e0b\u6587\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u5de5\u4f5c\u65e9\u5df2\u6709\u4eba\u5b8c\u6210\uff0c\u5e76\u4e14\u6709\u4eba\u8d1f\u8d23\u786e\u4fdd\u5176\u5185\u5bb9\u59cb\u7ec8\u4fdd\u6301\u6700\u65b0\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><strong>\u7ec4\u7ec7\u5e94\u8be5\u4ece\u54ea\u91cc\u7740\u624b\uff1f<\/strong> \u901a\u5f80\u53ef\u4fe1\u4eba\u5de5\u667a\u80fd\u7684\u9053\u8def\u59cb\u4e8e\u805a\u7126\u5177\u4f53\u5e94\u7528\u573a\u666f\uff0c\u800c\u975e\u5168\u516c\u53f8\u8303\u56f4\u7684\u5927\u89c4\u6a21\u6539\u9020\u3002\u9886\u5148\u7684\u4f01\u4e1a\u4f1a\u786e\u5b9a\u4e1a\u52a1\u573a\u666f\u4e2d\u54ea\u4e9b\u9886\u57df\u80fd\u4ea7\u751f\u6700\u5927\u5f71\u54cd\uff0c\u4ece\u4e00\u5f00\u59cb\u5c31\u4e3a\u8fd9\u4e9b\u573a\u666f\u660e\u786e\u6307\u5b9a\u8d1f\u8d23\u4eba\uff0c\u5e76\u5229\u7528\u8fd9\u4e9b\u65e9\u671f\u7ecf\u9a8c\uff0c\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u5b8c\u5584\u5176\u8fd0\u8425\u6a21\u5f0f\u3002.<\/span><\/p>\n<p><strong>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u4e0d\u65ad\u6f14\u8fdb\uff0c\u90a3\u4e9b\u62e5\u6709\u503c\u5f97\u4fe1\u8d56\u7684\u4f01\u4e1a\u667a\u80fd\u548c\u660e\u786e\u8d23\u4efb\u5f52\u5c5e\u7684\u7ec4\u7ec7\uff0c\u5c06\u5b9e\u73b0\u66f4\u5feb\u7684\u89c4\u6a21\u5316\u53d1\u5c55\uff0c\u5e76\u5728\u7ade\u4e89\u4e2d\u5efa\u7acb\u6301\u4e45\u7684\u7ade\u4e89\u4f18\u52bf\uff0c\u800c\u90a3\u4e9b\u53d7\u5236\u4e8e\u5206\u6563\u7684\u201cdata\u201d\u67b6\u6784\u548c\u7f3a\u4e4f\u660e\u786e\u5f52\u5c5e\u7684\u4e1a\u52a1\u80cc\u666f\u7684\u7ec4\u7ec7\u5219\u5c06\u96be\u4ee5\u4f01\u53ca\u3002.<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">\u5982\u4eca\u505a\u597d\u667a\u80fd\u51c6\u5907\uff0c\u4e0d\u4ec5\u4ec5\u662f\u4e3a\u4e86\u8fce\u63a5\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u3002\u8fd9\u662f\u4e3a\u660e\u5929\u8d62\u5f97\u7684\u6218\u7565\u4f18\u52bf\uff0c\u800c\u8fd9\u4e00\u5207\u9996\u5148\u8981\u660e\u786e\u7531\u8c01\u6765\u786e\u4fdd\u5176\u6b63\u786e\u5b9e\u65bd\u3002.<\/span><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><span style=\"font-weight: 400;\">\u5982\u679c\u60a8\u60f3\u4e86\u89e3\u6211\u4eec\u662f\u5982\u4f55\u5e2e\u52a9\u5176\u4ed6\u5ba2\u6237\u5e94\u5bf9\u8fd9\u4e00\u60c5\u51b5\u7684\uff0c\u8bf7\u8054\u7cfb Artefact \u548c Starburst \u56e2\u961f\uff1a\u00a0<\/span><\/p>\n<p><b>Artefact\uff1a <\/b><span style=\"font-weight: 400;\">\u963f\u57fa\u83b1\u4ec0\u00b7\u5361\u83b1\uff08akhilesh.kale@artefact.com\uff09 | \u5c3c\u7ef4\u5854\u00b7\u963f\u62c9\u6587\u4e39\uff08nivetha.aravindan@artefact.com\uff09\u00a0<\/span><\/p>\n<p><b>\u300a\u661f\u7206\u300b\uff1a <\/b><span style=\"font-weight: 400;\">\u963f\u5fb7\u5170\u00b7\u57c3\u65af\u5854\u62c9\uff08<\/span><a href=\"\/zh\/&\/#x6d;&#x61;&#x69;&#x6c;&#x74;&#x6f;&#x3a;&#x61;&#x64;&#x72;&#x69;&#x61;&#x6e;&#x2e;&#101;&#115;&#116;&#97;&#108;&#97;&#64;&#115;&#116;&#97;&#114;burstdat&#x61;&#x2e;&#x63;&#x6f;&#x6d;\"><span style=\"font-weight: 400;\">adrian.estala@starburstdata.com<\/span><\/a><span style=\"font-weight: 400;\">) | \u514b\u91cc\u65af\u8482\u5b89\u00b7\u7ef4\u83b1\u65af (<\/span><a href=\"\/zh\/&\/#109;&#x61;&#105;&#x6c;&#116;&#x6f;&#58;&#x63;&#104;&#x72;&#105;&#x73;&#116;&#x69;&#97;&#x6e;&#46;&#x76;&#101;&#x6c;&#101;&#x7a;&#64;&#x73;&#116;&#x61;r&#x62;u&#x72;s&#x74;d&#x61;t&#x61;&#46;&#x63;o&#x6d;\"><span style=\"font-weight: 400;\">christian.velez@starburstdata.com<\/span><\/a><span style=\"font-weight: 400;\">) | \u57c3\u6587\u00b7\u53f2\u5bc6\u65af (evan.smith@starburstdata.com)<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u5c3d\u7ba1\u8bb8\u591a\u7ec4\u7ec7\u5df2\u901a\u8fc7\u6210\u529f\u7684\u8bd5\u70b9\u9879\u76ee\u8bc1\u660e\u4e86\u5bf9\u8bdd\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u4ef7\u503c\uff0c\u4f46\u9c9c\u6709\u7ec4\u7ec7\u80fd\u5c06\u8fd9\u4e9b\u4e3e\u63aa\u6210\u529f\u63a8\u5e7f\u81f3\u6574\u4e2a\u4f01\u4e1a\u3002\u6311\u6218\u5e76\u4e0d\u5728\u4e8e\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u672c\u8eab\uff0c\u800c\u5728\u4e8e\u7f3a\u5c11\u4e00\u4e2a\u5173\u952e\u73af\u8282\uff1a\u4e00\u5957\u5b8c\u5584\u7684\u4f01\u4e1a\u667a\u80fd\u8fd0\u8425\u6a21\u5f0f\u3002\u672c\u6587\u63d0\u51fa\u4e86\u4e00\u4efd\u6210\u529f\u84dd\u56fe\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e86\u5c06\u4eba\u5de5\u667a\u80fd\u5927\u89c4\u6a21\u6295\u5165\u8fd0\u8425\u6240\u9700\u7684\u6280\u672f\u57fa\u7840\u548c\u7ec4\u7ec7\u6a21\u5f0f\u3002.<br \/>\n\u4e86\u89e3\u5982\u4f55\u5c06\u5206\u6563\u7684\u4e1a\u52a1\u77e5\u8bc6\u6574\u5408\u5230\u4e00\u4e2a\u53d7\u7ba1\u63a7\u3001\u503c\u5f97\u4fe1\u8d56\u7684\u5c42\u7ea7\u4e2d\uff0c\u5e76\u4f7f\u5176\u6301\u7eed\u6f14\u8fdb\uff0c\u4ece\u800c\u786e\u4fdd\u60a8\u7684\u4eba\u5de5\u667a\u80fd\u80fd\u591f\u63d0\u4f9b\u53ef\u9760\u3001\u53ef\u89e3\u91ca\u4e14\u53ef\u4ed8\u8bf8\u884c\u52a8\u7684\u7ed3\u679c\u3002.<\/p>","protected":false},"featured_media":1402584,"parent":0,"template":"","meta":{"_acf_changed":false},"blog-category":[2995],"blog-language":[2991],"class_list":["post-1402575","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\/1402575","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\/1402584"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=1402575"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=1402575"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=1402575"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}