	{"id":722694,"date":"2025-06-30T16:09:23","date_gmt":"2025-06-30T15:09:23","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=722694"},"modified":"2025-09-29T11:30:54","modified_gmt":"2025-09-29T10:30:54","slug":"mitigating-challenges-in-developing-analytics-reporting-for-big-corporate-companies","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/mitigating-challenges-in-developing-analytics-reporting-for-big-corporate-companies\/","title":{"rendered":"\u5e94\u5bf9\u5927\u578b\u4f01\u4e1a\u5728\u5f00\u53d1\u5206\u6790\u548c\u62a5\u544a\u65b9\u9762\u7684\u6311\u6218"},"content":{"rendered":"<div class=\"fusion-text fusion-text-5\">\n<p>\u6709\u4e24\u5927\u6311\u6218\u59cb\u7ec8\u5b58\u5728\uff1adata \u5404\u81ea\u4e3a\u653f\u7684\u56e2\u961f\u548c\u7cfb\u7edf\uff0c\u4ee5\u53ca data \u903b\u8f91\u548c\u5173\u952e\u7ee9\u6548\u6307\u6807\u5b9a\u4e49\u7684\u4e0d\u4e00\u81f4\u3002\u8fd9\u4e9b\u95ee\u9898\u5f80\u5f80\u88ab\u5ffd\u89c6\uff0c\u4f46\u5374\u5bf9\u4efb\u4f55\u4eea\u8868\u76d8\u8ba1\u5212\u7684\u6210\u529f\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\u3002.<\/p>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u5c06\u901a\u8fc7\u4e00\u4e2a\u771f\u5b9e\u7684\u6848\u4f8b\u7814\u7a76\u6765\u89e3\u8bfb\u8fd9\u4e9b\u6311\u6218\uff0c\u5e76\u91cd\u70b9\u4ecb\u7ecd\u5728\u5546\u4e1a\u667a\u80fd\u9879\u76ee\u4e2d\uff0c\u5206\u6563\u7684 data \u548c\u4e0d\u4e00\u81f4\u7684\u903b\u8f91\u662f\u5982\u4f55\u9a71\u52a8\u5927\u90e8\u5206\u5de5\u4f5c\u7684\u3002\u6211\u4eec\u5c06\u63a2\u8ba8\u6240\u9700\u7684\u9690\u85cf\u540e\u7aef\u5de5\u4f5c\u3001\u9047\u5230\u7684\u969c\u788d\u4ee5\u53ca\u6211\u4eec\u4e3a\u4e00\u5bb6\u5168\u7403\u6c7d\u8f66\u516c\u53f8\u63d0\u4f9b\u53ef\u6269\u5c55\u89e3\u51b3\u65b9\u6848\u6240\u91c7\u7528\u7684\u7b56\u7565\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u6838\u5fc3\u6311\u6218\u5206\u6563\u7684 data \u548c\u9519\u4f4d\u903b\u8f91<\/h2>\n<p>\u5efa\u7acb\u4f01\u4e1a\u4eea\u8868\u76d8\u7684\u4e24\u4e2a\u6700\u5927\u969c\u788d\u4e0d\u662f\u6280\u672f\u6027\u7684\uff0c\u800c\u662f\u7ed3\u6784\u6027\u7684\uff1a\u5206\u6563\u7684 data \u7cfb\u7edf\u548c\u4e0d\u534f\u8c03\u7684\u4e1a\u52a1\u903b\u8f91\u3002.<\/p>\n<p>\u5927\u516c\u53f8\u7684\u7ed3\u6784\u901a\u5e38\u9f13\u52b1\u8de8\u90e8\u95e8\u3001\u8de8\u4e1a\u52a1\u5355\u5143\u6216\u8de8\u5730\u57df\u5e02\u573a\u7684\u72ec\u7acb\u8fd0\u8425\u3002\u867d\u7136\u8fd9\u53ef\u4ee5\u5728\u5730\u65b9\u5c42\u9762\u63d0\u4f9b\u7075\u6d3b\u6027\uff0c\u4f46\u5728\u8bd5\u56fe\u5efa\u7acb\u6a2a\u8de8\u6574\u4e2a\u7ec4\u7ec7\u7684\u96c6\u4e2d\u5f0f\u62a5\u544a\u65f6\uff0c\u5374\u4f1a\u5e26\u6765\u91cd\u5927\u6311\u6218\u3002.<\/p>\n<p>\u6839\u636e 2021 \u5e74\u57c3\u68ee\u54f2\u548c\u9ebb\u7701\u7406\u5de5\u5b66\u9662 CDOIQ \u7684\u8c03\u67e5\uff0c37% \u7684\u9996\u5e2d Data \u5b98\u5458\u8ba4\u4e3a\uff0c\u5b64\u7acb\u7684\u57fa\u7840\u8bbe\u65bd\u662f\u5b9e\u73b0\u5176 data \u613f\u666f\u7684\u6700\u5927\u6311\u6218\uff08\u57c3\u68ee\u54f2\uff0c2021 \u5e74\uff09\u3002\u5728\u8fdb\u884c\u4efb\u4f55\u62a5\u544a\u4e4b\u524d\uff0c\u56e2\u961f\u5fc5\u987b\u9996\u5148\u786e\u5b9a data \u7684\u4f4d\u7f6e\u3001\u6240\u6709\u8005\u3001\u7ed3\u6784\u4ee5\u53ca\u662f\u5426\u53ef\u9760\u3002\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\uff0c\u4ec5\u4ec5\u627e\u5230\u6b63\u786e\u7684 dataset \u5c31\u9700\u8981\u5728\u5404\u90e8\u95e8\u4e4b\u95f4\u6765\u56de\u5954\u6ce2\u6570\u5468\u3002.<\/p>\n<p>\u5373\u4f7f data \u5f97\u5230\u4e86\u4fdd\u8bc1\uff0c\u66f4\u6df1\u5c42\u6b21\u7684\u4e00\u81f4\u6027\u95ee\u9898\u4e5f\u7ecf\u5e38\u51fa\u73b0\u3002\u4e0d\u540c\u7684\u56e2\u961f\u6216\u5730\u533a\u5bf9\u540c\u4e00\u5173\u952e\u7ee9\u6548\u6307\u6807\u7684\u5b9a\u4e49\u5f80\u5f80\u7565\u6709\u4e0d\u540c\u3002\u4e00\u4e2a\u56e2\u961f\u53ef\u80fd\u4f1a\u6839\u636e\u7528\u6237\u64cd\u4f5c\u6765\u8861\u91cf\u6bcf\u5468\u7684\u8f6c\u5316\u7387\uff0c\u800c\u53e6\u4e00\u4e2a\u56e2\u961f\u53ef\u80fd\u4f1a\u4f7f\u7528\u4ea7\u54c1\u8ba2\u5355\u6765\u8ddf\u8e2a\u8f6c\u5316\u7387\u3002\u5982\u679c\u5b9a\u4e49\u4e0d\u7edf\u4e00\uff0c\u5c31\u5f88\u96be\u521b\u5efa\u51fa\u5229\u76ca\u76f8\u5173\u8005\u4fe1\u4efb\u7684\u4eea\u8868\u76d8\u3002\u7ed3\u679c\u5f80\u5f80\u662f\u5bf9\u6570\u5b57\u7f3a\u4e4f\u4fe1\u5fc3\uff0c\u4e0d\u613f\u610f\u4f9d\u8d56\u4eea\u8868\u76d8\u8fdb\u884c\u51b3\u7b56\u3002.<\/p>\n<p>\u8fd9\u79cd\u652f\u79bb\u7834\u788e\u7684\u60c5\u51b5\u4e5f\u4f7f\u5f97 data \u7684\u51c6\u5907\u5de5\u4f5c\u5728\u4efb\u4f55\u53ef\u89c6\u5316\u5de5\u4f5c\u5f00\u59cb\u4e4b\u524d\u5c31\u5df2\u5341\u5206\u7e41\u91cd\u3002\u6e05\u7406\u3001\u8fde\u63a5\u3001\u6807\u51c6\u5316\u4ee5\u53ca\u5c06\u539f\u59cb data \u8f6c\u6362\u4e3a\u53ef\u7528\u72b6\u6001\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u9879\u6280\u672f\u4efb\u52a1\u3002\u5b83\u901a\u5e38\u9700\u8981\u591a\u4e2a\u56e2\u961f\u5c31\u6307\u6807\u80cc\u540e\u7684\u903b\u8f91\u548c\u4ed6\u4eec\u6b63\u5728\u4f7f\u7528\u7684\u5b9a\u4e49\u8fbe\u6210\u4e00\u81f4\u3002\u6ca1\u6709\u8fd9\u4e9b\u57fa\u7840\u5de5\u4f5c\uff0c\u4efb\u4f55\u4eea\u8868\u76d8\u90fd\u65e0\u6cd5\u63d0\u4f9b\u53ef\u9760\u7684\u6d1e\u5bdf\u529b\u3002\u4f46\u5982\u679c\u505a\u5f97\u597d\uff0c\u5c31\u80fd\u5b9e\u73b0\u53ef\u6269\u5c55\u3001\u503c\u5f97\u4fe1\u8d56\u7684\u62a5\u544a\uff0c\u8ba9\u591a\u4e2a\u56e2\u961f\u90fd\u80fd\u653e\u5fc3\u5730\u5728\u6b64\u57fa\u7840\u4e0a\u5f00\u5c55\u5de5\u4f5c\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u6848\u4f8b\u7814\u7a76 - \u4ea4\u4ed8\u4eea\u8868\u677f\uff1a\u5b9e\u65bd\u4e4b\u8def<\/h2>\n<p><b>\u6982\u8ff0<\/b>:<\/p>\n<p>Artefact \u7684\u4efb\u52a1\u662f\u4e3a\u4e00\u5bb6\u5168\u7403\u6c7d\u8f66\u5236\u9020\u5546\u5efa\u7acb\u96c6\u4e2d\u5f0f\u4eea\u8868\u76d8\uff0c\u4ee5\u6539\u8fdb\u5404\u5730\u533a\u7684\u62a5\u544a\u5de5\u4f5c\u3002\u867d\u7136\u7b80\u5316\u5206\u6790\u548c\u63d0\u4f9b\u5b9e\u65f6\u6d1e\u5bdf\u529b\u7684\u76ee\u6807\u4f3c\u4e4e\u5f88\u660e\u786e\uff0c\u4f46\u5728\u4e00\u4e2a\u5206\u6563\u7684\u7ec4\u7ec7\u4e2d\u5b9e\u65bd\u8fd9\u4e00\u76ee\u6807\u7684\u73b0\u5b9e\u5f88\u5feb\u5c31\u88ab\u8bc1\u660e\u6bd4\u6700\u521d\u9884\u671f\u7684\u66f4\u5177\u6311\u6218\u6027\u3002.<\/p>\n<p><b>\u6311\u6218<\/b>:<\/p>\n<p>\u516c\u53f8\u7684\u4e1a\u52a1\u6309\u5730\u533a\u7ec4\u7ec7\uff0c\u5e76\u7ec6\u5206\u4e3a\u5730\u65b9\u5e02\u573a\uff0c\u6bcf\u4e2a\u5e02\u573a\u7684\u8fd0\u4f5c\u90fd\u9ad8\u5ea6\u81ea\u4e3b\u3002\u8fd9\u4e0d\u4ec5\u5bfc\u81f4\u6240\u4f7f\u7528\u7684\u7cfb\u7edf\u4e0d\u4e00\u81f4\uff0c\u5173\u952e\u6307\u6807\u7684\u5b9a\u4e49\u4e5f\u4e0d\u4e00\u81f4\u3002\u4e00\u4e2a\u663e\u8457\u7684\u4f8b\u5b50\u662f\uff1a\u4e00\u4e2a\u5e02\u573a\u5c06 \u201c\u5728\u7ebf\u9500\u552e \u201d\u5b9a\u4e49\u4e3a\u5728\u7f51\u7ad9\u4e0a\u4e0b\u5355\u7684\u90a3\u4e00\u523b\uff0c\u800c\u90bb\u8fd1\u5e02\u573a\u5219\u8ba4\u4e3a\u53ea\u6709\u5728\u6536\u5230\u4ed8\u6b3e\u540e\u624d\u7b97\u9500\u552e\u3002\u8fd9\u4e9b\u5fae\u5999\u7684\u5dee\u5f02\u9020\u6210\u4e86\u91cd\u5927\u7684\u62a5\u544a\u5dee\u8ddd\uff0c\u5c24\u5176\u662f\u5f53\u9886\u5bfc\u5c42\u8981\u6c42\u5728\u5730\u533a\u5c42\u9762\u4e0a\u63d0\u4f9b\u7efc\u5408\u610f\u89c1\u65f6\u3002\u54ea\u4e2a\u5b9a\u4e49\u662f\u6b63\u786e\u7684\uff1f\u5982\u4f55\u624d\u80fd\u6c47\u603b data \u800c\u4e0d\u8bef\u5bfc\u4e1a\u7ee9\uff1f<\/p>\n<p><b>\u89e3\u51b3\u65b9\u6848<\/b>:<br \/>\n\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5b9e\u65bd\u4e86\u00a0<b>\u96c6\u4e2d\u5f0f data platform<\/b>\u00a0\u786e\u4fdd\u6240\u6709\u5e02\u573a\u548c\u5730\u533a\u5728\u5171\u4eab\u5b9a\u4e49\u548c data \u903b\u8f91\u4e0a\u4fdd\u6301\u4e00\u81f4\u3002\u8fd9\u9700\u8981\u8ffd\u6eaf\u6bcf\u4e2a\u5173\u952e\u7ee9\u6548\u6307\u6807\u7684 data \u539f\u59cb\u6765\u6e90\uff0c\u5e76\u4e0e\u5f53\u5730\u56e2\u961f\u5408\u4f5c\u7edf\u4e00\u65b9\u6cd5\u3002\u7ed3\u679c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4eea\u8868\u76d8\uff0c\u800c\u662f\u516c\u53f8\u5bf9\u5f85\u548c\u4fe1\u4efb\u5176 data \u7684\u65b9\u5f0f\u53d1\u751f\u4e86\u6839\u672c\u6027\u7684\u8f6c\u53d8\uff0c\u5b9e\u73b0\u4e86\u8de8\u56e2\u961f\u548c\u8de8\u5730\u533a\u7684\u53ef\u6269\u5c55\u7684\u51c6\u786e\u62a5\u544a\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u4e3b\u8981\u6210\u529f\u56e0\u7d20\u548c\u7ecf\u9a8c\u6559\u8bad<\/h2>\n<p>\u5728\u9762\u4e34\u6311\u6218\u7684\u8fc7\u7a0b\u4e2d\uff0c\u51fa\u73b0\u4e86\u51e0\u4e2a\u5173\u952e\u7684\u6210\u529f\u56e0\u7d20\uff0c\u5e2e\u52a9\u63a8\u52a8\u4e86\u9879\u76ee\u7684\u5b8c\u6210\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><b>\u81ea\u52a8\u6536\u96c6 data<\/b>:\u6d88\u9664\u4e86\u4ee5\u524d\u5904\u7406 Excel \u6587\u4ef6\u548c\u6570\u636e\u900f\u89c6\u8868\u6240\u82b1\u8d39\u7684\u4eba\u5de5\uff0c\u786e\u4fdd data \u7684\u5b9e\u65f6\u53ef\u7528\u6027\u3002.<\/li>\n<li aria-level=\"1\"><b>\u96c6\u4e2d\u5206\u6790<\/b>:\u5c06 data \u6574\u5408\u5230\u5355\u4e00\u4eea\u8868\u677f\u4e2d\uff0c\u5b9e\u73b0\u65e0\u7f1d\u8de8\u804c\u80fd\u6d1e\u5bdf\u3002.<\/li>\n<li aria-level=\"1\"><b>\u52a0\u901f\u62a5\u544a\u529f\u80fd<\/b>:\u62a5\u544a\u751f\u6210\u65f6\u95f4\u4ece\u4e00\u5929\u7f29\u77ed\u5230\u4e00\u5c0f\u65f6\u3002.<\/li>\n<\/ul>\n<p>\u7ecf\u9a8c\u6559\u8bad\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><b>\u540e\u7aef\u548c\u524d\u7aef\u5bf9\u9f50\u81f3\u5173\u91cd\u8981<\/b>:\u5728\u9879\u76ee\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\uff0c\u6280\u672f\u8981\u6c42\u7ecf\u5e38\u4f1a\u53d1\u751f\u53d8\u5316\uff0c\u56e0\u6b64\u9700\u8981\u5c3d\u65e9\u534f\u8c03 data \u5de5\u7a0b\u8bbe\u8ba1\u548c\u4eea\u8868\u677f\u8bbe\u8ba1\u3002.<\/li>\n<li aria-level=\"1\"><b>\u5de5\u5177\u9650\u5236\u4f1a\u5f71\u54cd\u89e3\u51b3\u65b9\u6848<\/b>:\u7b2c\u4e09\u65b9\u5546\u4e1a\u667a\u80fd\u5e73\u53f0\u5b58\u5728\u5b9a\u5236\u9650\u5236\uff0c\u8fd9\u5c31\u9700\u8981\u91c7\u53d6\u521b\u9020\u6027\u7684\u53d8\u901a\u529e\u6cd5\uff0c\u5e76\u7ba1\u7406\u5229\u76ca\u76f8\u5173\u8005\u7684\u671f\u671b\u3002.<\/li>\n<li aria-level=\"1\"><b>\u53d8\u9769\u7ba1\u7406\u662f\u5de5\u4f5c\u7684\u4e00\u90e8\u5206<\/b>:\u8bb8\u591a\u5458\u5de5\u4e0d\u613f\u610f\u653e\u5f03 Excel\uff0c\u8fd9\u8bf4\u660e\u9700\u8981\u79ef\u6781\u4e3b\u52a8\u7684\u57f9\u8bad\u3001\u652f\u6301\u548c\u660e\u786e\u7684\u6c9f\u901a\u6765\u63a8\u52a8\u91c7\u7528 Excel\u3002.<\/li>\n<\/ul>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">Artefact \u5728\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\u4e2d\u7684\u4f5c\u7528<\/h2>\n<p>\u5728 Artefact\uff0c\u6211\u4eec\u64c5\u957f\u901a\u8fc7\u4fc3\u8fdb\u5408\u4f5c\u3001\u786e\u4fdd data \u4e00\u81f4\u6027\u548c\u63d0\u4f9b\u6709\u5f71\u54cd\u529b\u7684\u5546\u4e1a\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u6765\u514b\u670d\u8fd9\u4e9b\u6311\u6218\u3002\u5728\u8fd9\u4e2a\u9879\u76ee\u4e2d\uff0c\u6211\u4eec\u7684\u56e2\u961f\u6210\u529f\u5730\u534f\u8c03\u4e86\u591a\u4e2a\u90e8\u95e8\uff0c\u4ee5\u4fbf\uff1a<\/p>\n<ul>\n<li aria-level=\"1\"><b>KPI \u5b9a\u4e49\u6807\u51c6\u5316<\/b>:\u6211\u4eec\u4fc3\u8fdb\u4e86\u56e2\u961f\u4e4b\u95f4\u7684\u8ba8\u8bba\uff0c\u4ee5\u521b\u5efa\u4e00\u5957\u666e\u904d\u63a5\u53d7\u7684\u7ee9\u6548\u6307\u6807\u3002.<\/li>\n<li aria-level=\"1\"><b>Unify Data \u683c\u5f0f\u5316<\/b>:\u6211\u4eec\u7684\u4e13\u5bb6\u7b80\u5316\u4e86\u4e0d\u540c\u533a\u57df\u7684 data \u7ed3\u6784\uff0c\u6d88\u9664\u4e86\u4ee5\u524d\u963b\u788d\u5206\u6790\u7684\u4e0d\u4e00\u81f4\u6027\u3002.<\/li>\n<li aria-level=\"1\"><b>\u6253\u7834\u5404\u81ea\u4e3a\u653f\u7684\u5c40\u9762<\/b>:\u901a\u8fc7\u5c06 data \u6570\u636e\u6e90\u6574\u5408\u5230\u4e00\u4e2a\u96c6\u4e2d\u5f0f\u5e73\u53f0\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\u8de8\u56e2\u961f\u7684\u5b9e\u65f6\u6d1e\u5bdf\u529b\u548c\u900f\u660e\u5ea6\u3002.<\/li>\n<li aria-level=\"1\"><b>\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848<\/b>:\u6211\u4eec\u5efa\u7acb\u4e86\u4e00\u4e2a\u5177\u6709 20 \u591a\u4e2a\u52a8\u6001\u4eea\u8868\u76d8\u7684\u5355\u4e00\u771f\u76f8\u6e90\u5e73\u53f0\uff0c\u4e3a\u5229\u76ca\u76f8\u5173\u8005\u63d0\u4f9b\u76f4\u89c2\u3001\u5b9e\u65f6\u7684\u62a5\u544a\u5de5\u5177\u3002.<\/li>\n<li aria-level=\"1\"><b>\u9886\u517b\u548c\u57f9\u8bad<\/b>:\u4e00\u65e6\u786e\u5b9a\u4e86\u62a5\u544a\u80fd\u529b\uff0c\u6211\u4eec\u5c31\u4f1a\u7ec4\u7ec7\u4e00\u7cfb\u5217\u57f9\u8bad\uff0c\u4ee5\u786e\u4fdd\u5229\u76ca\u76f8\u5173\u65b9\u91c7\u7528\u8fd9\u4e9b\u5de5\u5177\u5e76\u5c06\u5176\u7eb3\u5165\u65e5\u5e38\u6d3b\u52a8\u4e2d\u3002.<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5229\u7528 Artefact \u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u4eec\u8f6c\u53d8\u4e86\u8be5\u516c\u53f8\u7684 data \u65b9\u6cd5\uff0c\u5e2e\u52a9\u4ed6\u4eec\u4ece\u96f6\u6563\u7684\u62a5\u544a\u8f6c\u5411\u771f\u6b63\u7684\u96c6\u6210\u5206\u6790\u751f\u6001\u7cfb\u7edf\u3002.<\/p>\n<h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\">\u6700\u540e\u7684\u60f3\u6cd5\uff1a\u6784\u5efa\u5206\u6790\u548c\u62a5\u544a\u529f\u80fd\uff0c\u4ece\u6784\u5efa\u6b63\u786e\u7684 data foundation \u5f00\u59cb<\/h2>\n<p>\u5728\u5927\u578b\u4f01\u4e1a\u4e2d\uff0c\u963b\u788d\u6709\u6548\u4f7f\u7528\u4eea\u8868\u76d8\u7684\u6700\u5927\u56e0\u7d20\u5f88\u5c11\u662f\u89c6\u89c9\u6216\u6280\u672f\u65b9\u9762\u7684\uff0c\u800c\u662f\u7ed3\u6784\u65b9\u9762\u7684\u3002\u5206\u6563\u7684\u7cfb\u7edf\u3001\u4e0d\u4e00\u81f4\u7684\u5173\u952e\u7ee9\u6548\u6307\u6807\uff08KPI\uff09\u5b9a\u4e49\u4ee5\u53ca\u5404\u81ea\u4e3a\u653f\u7684\u56e2\u961f\u9020\u6210\u4e86\u4e00\u5b9a\u7a0b\u5ea6\u7684\u590d\u6742\u6027\uff0c\u4efb\u4f55\u524d\u7aef\u5de5\u5177\u90fd\u65e0\u6cd5\u5355\u72ec\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u3002.<\/p>\n<p>\u6b63\u5982\u8be5\u9879\u76ee\u6240\u793a\uff0c\u8981\u89e3\u51b3\u8fd9\u4e9b\u6311\u6218\uff0c\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u5de5\u5177\u3002\u5b83\u8981\u6c42\u5404\u90e8\u95e8\u4fdd\u6301\u4e00\u81f4\uff0c\u5bf9 data \u903b\u8f91\u6709\u5171\u540c\u7684\u7406\u89e3\uff0c\u5e76\u627f\u8bfa\u5728\u5efa\u7acb\u4e00\u4e2a\u56fe\u8868\u4e4b\u524d\u5c31\u5efa\u7acb\u5f3a\u5927\u7684 data foundations\u3002\u5927\u90e8\u5206\u5de5\u4f5c\u90fd\u5728\u540e\u53f0\u8fdb\u884c\uff0c\u4f46\u8fd9\u4e9b\u5de5\u4f5c\u90fd\u4f1a\u5e26\u6765\u56de\u62a5\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u5b9e\u73b0\u53ef\u6269\u5c55\u7684\u4eea\u8868\u76d8\uff0c\u8ba9\u56e2\u961f\u4fe1\u4efb\u3001\u91c7\u7528\u5e76\u5229\u7528\u8fd9\u4e9b\u4eea\u8868\u76d8\u505a\u51fa\u771f\u6b63\u7684\u51b3\u7b56\u3002.<\/p>\n<p>\u5bf9\u4e8e\u5e0c\u671b\u6210\u719f\u5206\u6790\u80fd\u529b\u7684\u516c\u53f8\u6765\u8bf4\uff0c\u4fe1\u606f\u662f\u660e\u786e\u7684\uff1a\u6295\u8d44\u4e8e\u7edf\u4e00\u548c\u51c6\u5907 data \u7684\u8270\u82e6\u5de5\u4f5c\u3002\u4e00\u65e6\u5b8c\u6210\u8fd9\u4e9b\u5de5\u4f5c\uff0c\u4eea\u8868\u76d8\u5c31\u53d8\u5f97\u5bb9\u6613\u4e86\u3002.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u5f53\u4eca\u7684data-driven\u4f01\u4e1a\u4e2d\uff0c\u4eba\u4eec\u671f\u671b\u901a\u8fc7\u4eea\u8868\u76d8\u8fdb\u884c\u7684\u6570\u636e\u5206\u6790\u4e0e\u62a5\u544a\u80fd\u591f\u63d0\u4f9b\u5feb\u901f\u3001\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\uff0c\u4ee5\u652f\u6301\u5173\u952e\u7684\u4e1a\u52a1\u51b3\u7b56\u3002 \u7136\u800c\uff0c\u6839\u636eForrester 2022\u5e74\u7684\u4e00\u9879\u7814\u7a76\uff0c60%\u7684\u5206\u6790\u9879\u76ee\u672a\u80fd\u8fbe\u5230\u9884\u671f\uff0c\u539f\u56e0\u5f80\u5f80\u5728\u4e8e\u4e3a\u8fd9\u4e9b\u4eea\u8868\u76d8\u63d0\u4f9b\u6570\u636e\u7684data\u65e2\u4e0d\u53ef\u9760\u3001\u53c8\u4e0d\u5b8c\u6574\uff0c\u6216\u8005\u4e0e\u4e1a\u52a1\u76ee\u6807\u4e0d\u4e00\u81f4\uff08Forrester\uff0c2022\uff09\u3002.<\/p>","protected":false},"featured_media":725915,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[2995,22035],"blog-language":[2991],"class_list":["post-722694","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-ai-technology","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/722694","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\/725915"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=722694"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=722694"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=722694"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}