	{"id":67522,"date":"2022-06-21T09:08:37","date_gmt":"2022-06-21T08:08:37","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=67522"},"modified":"2024-09-20T17:45:50","modified_gmt":"2024-09-20T16:45:50","slug":"the-five-most-pressing-challenges-chief-data-officers-currently-face","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/the-five-most-pressing-challenges-chief-data-officers-currently-face\/","title":{"rendered":"\u9996\u5e2d Data \u5b98\u5458\u76ee\u524d\u9762\u4e34\u7684\u4e94\u5927\u6700\u7d27\u8feb\u6311\u6218"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling article-author\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-background-color:#ffffff;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_2 1_2 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:50%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:50%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-title title fusion-title-1 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4f5c\u8005<\/h2><\/div><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27150%27%20height%3D%270%27%20viewBox%3D%270%200%20150%200%27%3E%3Crect%20width%3D%27150%27%20height%3D%270%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/06\/Ghadi-Hobeika.jpeg\" alt=\"Image\" class=\"lazyload artefact-elegant-image align-left article-author-image\" style=\"width: 150px; border-radius: 54% 46% 77% 23% \/ 74% 40% 60% 26%; overflow: hidden;\" width=\"150\" height=\"auto\" \/><div class=\"fusion-title title fusion-title-2 fusion-sep-none fusion-title-text fusion-title-size-three article-author-name-title\" style=\"--awb-margin-bottom-small:8px;\"><h3 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:20;line-height:1.2;\">\u52a0\u8fea-\u970d\u8d1d\u5361<\/h3><\/div><div class=\"fusion-text fusion-text-1 article-author-description\" style=\"--awb-text-transform:none;\"><p>Managing Partner\u3001Artefact \u7f8e\u56fd<\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-2 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-1 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-2 description\" style=\"--awb-text-transform:none;\"><p>Data \u8d28\u91cf\u3001\u53ef\u8bbf\u95ee\u6027\u548c\u4e1a\u52a1\u51c6\u5907\u5bf9\u4e8e\u5feb\u901f\u3001\u9ad8\u8d28\u91cf\u548c\u5927\u89c4\u6a21\u4ea4\u4ed8 data \u4ea7\u54c1\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u9996\u5e2d Data \u5b98\u7684\u89d2\u8272\u4e0d\u65ad\u589e\u52a0\uff0c\u9996\u5e2d\u6280\u672f\u5b98\u5728\u516c\u53f8\u9886\u5bfc\u5c42\u4e2d\u7684\u5730\u4f4d\u4e5f\u4e0d\u65ad\u63d0\u5347\u3002\u968f\u7740\u9996\u5e2d\u6280\u672f\u5b98\u804c\u4f4d\u7684\u5feb\u901f\u5feb\u901f\u589e\u957f\uff0c\u9996\u5e2d\u6280\u672f\u5b98\u4e5f\u9762\u4e34\u7740\u72ec\u7279\u7684\u6311\u6218\u3002. <\/p>\n<\/div><\/div><\/div><\/div><\/div><article class=\"fusion-fullwidth fullwidth-box fusion-builder-row-3 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-2 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-3\" style=\"--awb-text-transform:none;\"><p>\u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\uff0cArtefact \u53c2\u52a0\u4e86\u5317\u7f8e\u7684\u00a0<a href=\"https:\/\/gdssummits.com\/event\/data-analytics-summit-na-nov\/\" target=\"_blank\" rel=\"noopener\">Data \u4e0e\u5206\u6790\u6570\u5b57\u5cf0\u4f1a\uff1adata \u9886\u5bfc\u8005\u7684\u672a\u6765<\/a> \u5728\u4eca\u5e74\u65e9\u4e9b\u65f6\u5019\u4e3e\u884c\u7684\u4e00\u6b21\u5206\u7ec4\u4f1a\u8bae\u4e0a\uff0c\u9996\u5e2d Data \u5b98\u5458\u8ba8\u8bba\u4e86\u4ed6\u4eec\u5bf9\u672a\u6765\u7684\u770b\u6cd5\u4ee5\u53ca\u652f\u6301\u4ed6\u4eec\u7684\u9ad8\u7ea7 data \u9886\u5bfc\u4eba\u3002\u5728\u5206\u7ec4\u8ba8\u8bba\u4e2d\uff0c\u9996\u5e2d Data \u5b98\u5458\u8ba8\u8bba\u4e86\u4ed6\u4eec\u8ba4\u4e3a\u8fd9\u4e00\u89d2\u8272\u4ee5\u53ca\u652f\u6301\u4ed6\u4eec\u7684\u9ad8\u7ea7 data \u9886\u5bfc\u4eba\u7684\u672a\u6765\u53d1\u5c55\u524d\u666f\u3002.<\/p>\n<p>\u5927\u591a\u6570 CDO \u4e00\u81f4\u8ba4\u4e3a\uff0c\u4ed6\u4eec\u7684\u5de5\u4f5c\u9762\u4e34\u4e94\u5927\u6311\u6218\uff1a<\/p>\n<\/div><div class=\"fusion-title title fusion-title-3 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u660e\u786e\u5de5\u4f5c\u8303\u56f4<\/h2><\/div><div class=\"fusion-text fusion-text-4\" style=\"--awb-text-transform:none;\"><p>\u7531\u4e8e CDO \u8fd9\u4e2a\u804c\u4f4d\u6700\u8fd1\u624d\u6d41\u884c\u8d77\u6765\uff0c\u56e0\u6b64\u4ed6\u4eec\u5f80\u5f80\u4e0e\u9996\u5e2d\u4fe1\u606f\u5b98\u6216\u9996\u5e2d\u6570\u5b57\u5b98\u7b49\u5176\u4ed6\u804c\u4f4d\u5206\u62c5\u7c7b\u4f3c\u7684\u804c\u8d23\u3002\u8fd9\u4f7f\u5f97\u4ed6\u4eec\u548c\u5404\u4e1a\u52a1\u90e8\u95e8\u7684\u5de5\u4f5c\u8303\u56f4\u4e0d\u660e\u786e\u3002\u867d\u7136\u6709\u4e9b\u5171\u540c\u804c\u8d23\u662f\u5e38\u89c1\u7684\uff0c\u4f46 CDO \u5e94\u627f\u62c5\u66f4\u591a\u6807\u51c6\u804c\u8d23\uff0c\u91cd\u70b9\u5173\u6ce8\u6587\u5316\u8f6c\u578b\u3001data governance \u4ee5\u53ca\u9700\u6c42\u7ba1\u7406\u548c\u4f18\u5148\u7ea7\u6392\u5e8f\u3002\u4e3a\u4e86\u66f4\u597d\u5730\u4e3a\u672a\u6765\u5b9a\u4f4d\uff0c\u8be5\u89d2\u8272\u9700\u8981\u00a0<strong>\u9632\u5316<\/strong>, \u5982\u5173\u6ce8 data \u5b89\u5168\u548c\u9690\u79c1\u3001,\u00a0<strong>\u5bf9\u8fdb\u653b\u6027<\/strong>\u00a0\u5373\u4e3a\u4e1a\u52a1\u505a\u597d data \u51c6\u5907\uff0c\u5e76\u63a8\u52a8\u6574\u4e2a\u4f01\u4e1a\u7684 data \u8f6c\u578b\u8ba1\u5212\u3002\u6b64\u5916\uff0cCDO \u8fd8\u9700\u8981\u9996\u5e2d\u6267\u884c\u5b98\u7684\u652f\u6301\uff0c\u5e76\u914d\u5907\u9002\u5f53\u7684\u8d44\u6e90\u3001\u8d44\u91d1\u548c\u81ea\u4e0a\u800c\u4e0b\u7684\u6267\u884c\u529b\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-4 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">Data \u6cbb\u7406\u662f\u5173\u952e<\/h2><\/div><div class=\"fusion-text fusion-text-5\" style=\"--awb-text-transform:none;\"><p>Data \u6cbb\u7406\u53ef\u80fd\u7ecf\u5e38\u5728\u4f1a\u8bae\u4e0a\u88ab\u63d0\u53ca\uff0c\u4f46\u5176\u5b9e\u65bd\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u548c\u6295\u8d44\u3002\u5982\u679c data governance \u51e0\u4e4e\u4e3a\u96f6\uff0c\u90a3\u4e48\u7ec4\u7ec7\u5185\u90e8\u5c31\u4f1a\u51fa\u73b0\u591a\u4e2a\u7248\u672c\u7684\u771f\u76f8\uff0c\u4f8b\u5982\u540c\u4e00\u4ea7\u54c1\u5728\u4e0d\u540c\u4e1a\u52a1\u90e8\u95e8\u6709\u4e0d\u540c\u7684\u9500\u552e\u7f16\u53f7\uff0c\u6216\u8005 data \u4e0d\u4e00\u81f4\u4e14\u8d28\u91cf\u4f4e\u52a3\uff0c\u4e0d\u9002\u5408\u7528\u4f8b\u3002\u4e3a\u786e\u4fdd\u59a5\u5584\u7ba1\u7406\uff0cdata governance \u9700\u8981\u5f97\u5230\u5404\u4e1a\u52a1\u90e8\u95e8\u7684\u7edf\u4e00\u548c\u89c4\u8303\uff0c\u4ece\u800c\u5c3d\u53ef\u80fd\u81ea\u4e0a\u800c\u4e0b\u5730\u5b9e\u65bd\u7cfb\u7edf\u548c\u5de5\u5177\u3002\u4e1a\u52a1\u4e13\u5bb6\u7684\u81ea\u4e3b\u6743\u548c\u7ba1\u7406\u6743\u4e5f\u5f88\u5173\u952e\uff0c\u56e0\u4e3a\u8d23\u4efb\u5e76\u4e0d\u4ec5\u9650\u4e8e\u4e1a\u52a1\u90e8\u95e8\u3002 <a href=\"https:\/\/www.artefact.com\/zh\/data-consulting-transformation\/data-governance\/\">Data \u6cbb\u7406<\/a> \u529e\u516c\u5ba4\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-5 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u6253\u7834\u4e1a\u52a1\u5b64\u5c9b<\/h2><\/div><div class=\"fusion-text fusion-text-6\" style=\"--awb-text-transform:none;\"><p>\u4f55\u65f6<strong>\u00a0<\/strong>\u5728\u6280\u672f\u548c\u4e1a\u52a1\u90e8\u95e8\u5404\u81ea\u4e3a\u653f\u7684\u60c5\u51b5\u4e0b\uff0c\u9996\u5e2d\u6280\u672f\u5b98\u5f88\u96be\u4e0e\u5176\u4ed6\u4e1a\u52a1\u90e8\u95e8\u5408\u4f5c\uff0c\u534f\u8c03\u4f18\u5148\u4e8b\u9879\u3002\u968f\u7740\u4e1a\u52a1\u5b64\u5c9b\u88ab\u6253\u7834\uff0c\u5408\u4f5c\u5c06\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u4f46\u521b\u5efa\u6a2a\u5411\u6027\u8bf4\u8d77\u6765\u5bb9\u6613\u505a\u8d77\u6765\u96be\u3002\u4f8b\u5982\uff0c\u901a\u8fc7 Data \u4ea7\u54c1\u56e2\u961f\u8fdb\u884c\u9002\u5f53\u7684\u534f\u4f5c\uff0c\u53ef\u4ee5\u5e2e\u52a9 CDO \u4e0e\u540c\u4e8b\u5408\u4f5c\uff0c\u5e76\u5c31\u5171\u540c\u7684\u4e1a\u52a1\u76ee\u6807\u8fbe\u6210\u4e00\u81f4\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-6 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u901a\u8fc7\u804c\u4e1a\u53d1\u5c55\u9014\u5f84\u7559\u4f4f\u4eba\u624d<\/h2><\/div><div class=\"fusion-text fusion-text-7\" style=\"--awb-text-transform:none;\"><p>\u8fd9\u5df2\u7ecf\u4e0d\u662f\u4ec0\u4e48\u79d8\u5bc6\u4e86--\u8fd9\u662f\u4e00\u4e2a\u6c42\u804c\u8005\u5c31\u4e1a\u5e02\u573a\u3002\u8fd9\u4f7f\u5f97\u4f01\u4e1a\u66f4\u96be\u627e\u5230\u5e76\u7559\u4f4f\u9876\u5c16\u4eba\u624d\uff0c\u5c24\u5176\u662f\u5728 data \u548c\u6280\u672f\u9886\u57df\u3002\u4e0d\u8fc7\uff0c\u516c\u53f8\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u8ba9\u81ea\u5df1\u7684\u5de5\u4f5c\u573a\u6240\u6210\u4e3a\u4e00\u4e2a\u5438\u5f15\u4eba\u52a0\u5165\u5e76\u4e0e\u4e4b\u5171\u540c\u6210\u957f\u7684\u5730\u65b9\uff0c\u6bd4\u5982\u7cfb\u7edf\u5316\u7684\u804c\u4e1a\u53d1\u5c55\u8def\u5f84\uff0c\u8ba9\u5458\u5de5\u53ef\u4ee5\u8f7b\u677e\u8bbe\u60f3\u81ea\u5df1\u5728\u516c\u53f8\u7684\u672a\u6765\uff0c\u4ee5\u53ca\u6301\u7eed\u7684\u5b66\u4e60\u8ba1\u5212\u3002\u6b64\u5916\uff0c\u4e0e\u670d\u52a1\u63d0\u4f9b\u5546\u548c\u4f9b\u5e94\u5546\u7b7e\u8ba2\u4e25\u683c\u7684\u7ade\u4e1a\u7981\u6b62\u6761\u6b3e\uff0c\u4e5f\u6709\u52a9\u4e8e\u786e\u4fdd\u5404\u65b9\u7684\u6e05\u6670\u5ea6\u3002.<\/p>\n<\/div><div class=\"fusion-title title fusion-title-7 fusion-sep-none fusion-title-text fusion-title-size-two\" style=\"--awb-margin-bottom-small:8px;\"><h2 class=\"fusion-title-heading title-heading-left fusion-responsive-typography-calculated\" style=\"margin:0;--fontSize:50;line-height:1.2;\">\u4e3a\u53d8\u9769\u521b\u9020\u6761\u4ef6<\/h2><\/div><div class=\"fusion-text fusion-text-8\" style=\"--awb-text-transform:none;\"><p>\u6b63\u5982\u53c2\u52a0\u5706\u684c\u4f1a\u8bae\u7684\u4e00\u4f4d\u9996\u5e2d Data \u5b98\u6240\u8bf4\uff0c\u201c\u4e0d\u662f\u6bcf\u4e2a\u4eba\u90fd\u559c\u6b22 data-driven \u7684\u5de5\u4f5c\u65b9\u5f0f\u201d\u3002\u7531\u4e8e\u6539\u53d8\u65e7\u4e60\u60ef\u53ef\u80fd\u5f88\u53ef\u6015\uff0c\u9996\u5e2d\u6280\u672f\u5b98\u7ecf\u5e38\u4f1a\u9047\u5230\u72b9\u8c6b\u3001\u5fe7\u8651\u751a\u81f3\u53cd\u5bf9\u7684\u60c5\u51b5\u3002  \u9ec4\u91d1\u6cd5\u5219\u662f\uff0cData \u8f6c\u578b\u5fc5\u987b\u7531\u4e1a\u52a1\u4f18\u5148\u4e8b\u9879\u548c\u6210\u679c\u9a71\u52a8\u3002\u8fd9\u65e2\u80fd\u4fdd\u8bc1\u6210\u529f\u7387\uff0c\u4e5f\u80fd\u4fdd\u8bc1\u91c7\u7528\u7387\u3002\u8bf4\u5230\u8fd9\u4e00\u70b9\uff0c\u6211\u4eec\u4e5f\u770b\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u516c\u53f8\u62db\u8058 data \u6559\u7ec3\uff0c\u4e3a\u56e2\u961f\u63d0\u4f9b data \u626b\u76f2\u3002\u8fd9\u901a\u5e38\u4ece C \u7ea7\u9ad8\u7ba1\u7684\u9ad8\u5c42\u5f00\u59cb\uff0c\u7136\u540e\u5411\u4e0b\u63a8\u5e7f\u5230\u6574\u4e2a\u4f01\u4e1a\uff0c\u4ee5\u4fbf\u6b63\u786e\u91c7\u7528\u3002.<\/p>\n<p>\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u6311\u6218\uff0c\u4f46 CDO \u7684\u524d\u666f\u4f9d\u7136\u5149\u660e\uff0c\u56e0\u4e3a\u4ed6\u4eec\u5c06\u7ee7\u7eed\u7ba1\u7406\u4f01\u4e1a\u6700\u6709\u4ef7\u503c\u7684\u8d27\u5e01--\u4ed6\u4eec\u7684 data\u3002\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u8ba4\u8bc6\u5230\u63d0\u9ad8 data-driven \u7684\u6f5c\u529b\uff0c\u5bf9 CDO \u7684\u9700\u6c42\u5fc5\u5c06\u6fc0\u589e\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-4 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-margin-top:40px;--awb-margin-bottom:40px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-center fusion-flex-justify-content-center fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-3 fusion_builder_column_1_1 1_1 fusion-flex-column fusion-flex-align-self-center fusion-column-inner-bg-wrapper\" style=\"--awb-padding-top:20px;--awb-padding-right:20px;--awb-padding-bottom:20px;--awb-padding-left:20px;--awb-overflow:hidden;--awb-inner-bg-size:cover;--awb-border-color:rgba(10,17,40,0.1);--awb-border-top:1px;--awb-border-right:1px;--awb-border-bottom:1px;--awb-border-left:1px;--awb-border-style:solid;--awb-border-radius:4px 4px 4px 4px;--awb-inner-bg-border-radius:4px 4px 4px 4px;--awb-inner-bg-overflow:hidden;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-order-medium:0;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-order-small:0;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><span class=\"fusion-column-inner-bg hover-type-none\"><a class=\"fusion-column-anchor\" href=\"https:\/\/www.campaignasia.com\/\" rel=\"noopener noreferrer\" target=\"_blank\"><span class=\"fusion-column-inner-bg-image\"><\/span><\/a><\/span><div class=\"fusion-column-wrapper fusion-column-has-shadow fusion-flex-justify-content-center fusion-content-layout-row fusion-flex-align-items-center\"><div class=\"fusion-text fusion-text-9\"><p><u>\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/u><\/p>\n<\/div><div class=\"fusion-image-element\" style=\"--awb-margin-right:20px;--awb-margin-left:20px;--awb-max-width:150px;--awb-caption-title-font-family:var(--h2_typography-font-family);--awb-caption-title-font-weight:var(--h2_typography-font-weight);--awb-caption-title-font-style:var(--h2_typography-font-style);--awb-caption-title-size:var(--h2_typography-font-size);--awb-caption-title-transform:var(--h2_typography-text-transform);--awb-caption-title-line-height:var(--h2_typography-line-height);--awb-caption-title-letter-spacing:var(--h2_typography-letter-spacing);\"><span class=\"fusion-imageframe imageframe-none imageframe-1 hover-type-none\"><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAABAAEAAAICTAEAOw==\" data-orig-src=\"https:\/\/www.artefact.com\/\/wp-content\/uploads\/2021\/03\/campaignasia.png\" alt class=\"lazyload img-responsive\"\/><\/span><\/div><div class=\"fusion-text fusion-text-10\"><p>.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"<p>\u9996\u5e2d Data \u5b98\u7684\u4f5c\u7528\u4e0d\u65ad\u6269\u5927\uff0c\u9996\u5e2d CDO \u5728\u516c\u53f8\u9886\u5bfc\u59d4\u5458\u4f1a\u4e2d\u7684\u7ea7\u522b\u4e5f\u4e0d\u65ad\u63d0\u5347\u3002. <\/p>","protected":false},"featured_media":67523,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-67522","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/67522","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\/67523"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=67522"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=67522"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=67522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}