{"id":68730,"date":"2023-01-26T16:22:53","date_gmt":"2023-01-26T16:22:53","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=68730"},"modified":"2024-09-20T17:45:55","modified_gmt":"2024-09-20T16:45:55","slug":"data-mesh-how-decentralization-democratizes-data-use-across-the-enterprise","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/data-mesh-how-decentralization-democratizes-data-use-across-the-enterprise\/","title":{"rendered":"Data \u7f51\u72b6\u7f51\u7edc\uff1a\u5206\u6563\u5316\u5982\u4f55\u4f7f\u6574\u4e2a\u4f01\u4e1a\u7684 data \u4f7f\u7528\u6c11\u4e3b\u5316"},"content":{"rendered":"<p><div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 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-0 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-video fusion-youtube\" style=\"--awb-max-width:600px;--awb-max-height:360px;--awb-align-self:center;--awb-width:100%;\"><div class=\"video-shortcode\"><div class=\"fluid-width-video-wrapper\" style=\"padding-top:60%;\" ><iframe title=\"YouTube \u89c6\u9891\u64ad\u653e\u5668 1\" src=\"https:\/\/www.youtube.com\/embed\/z13PA8_2220?wmode=transparent&autoplay=0\" width=\"600\" height=\"360\" allowfullscreen allow=\"autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture;\"><\/iframe><\/div><\/div><\/div><div class=\"fusion-text fusion-text-1 description\"><p>Managing Partner, Artefact \u6cd5\u56fd\u7684 Fabrice Henry \u76d1\u7763\u4e86\u8ba8\u8bba\u3002\u4e0e\u4f1a\u8005\u5305\u62ec\u8c37\u6b4c\u6b27\u6d32\u3001\u4e2d\u4e1c\u548c\u975e\u6d32\u5730\u533a Data \u5206\u6790\u5b9e\u8df5\u8d1f\u8d23\u4eba Johan Picard\u3001\u6b27\u83b1\u96c5\u9996\u5e2d Data \u6cbb\u7406\u5b98 Jean-Noel Lucas\u3001Orange Data \u4eba\u5de5\u667a\u80fd\u548c\u81ea\u52a8\u5316\u526f\u603b\u76d1 Brice Miranda\u3001Univers Data \u521b\u59cb\u4eba\u517c\u603b\u88c1 Jean Christophe Brun\u3002. <\/p>\n<\/div><div class=\"fusion-text fusion-text-2\"><p>data \u7f51\u683c\u5982\u4f55\u5e94\u5bf9\u96c6\u4e2d\u5f0f data \u67b6\u6784\u7684\u6311\u6218\uff0c\u5e76\u6709\u52a9\u4e8e\u4e1a\u52a1\u4eba\u5458\u66f4\u597d\u5730\u4f7f\u7528 data\uff1f\u8fd9\u662f <a href=\"https:\/\/www.youtube.com\/watch?v=z13PA8_2220\" target=\"_blank\" rel=\"noopener\">Artefact \u7684\u7b2c\u4e09\u4e2a Data \u4e0a\u5348<\/a>, \u5728\u6b64\u6b21\u4f1a\u8bae\u4e0a\uff0c\u62e5\u6709\u4e30\u5bcc data \u7ecf\u9a8c\u7684\u4e3b\u8981\u7ba1\u7406\u4eba\u5458\u5c31\u4ec0\u4e48\u662f data \u7f51\u683c\u3001\u5982\u4f55\u5728\u5176\u4e1a\u52a1\u4e2d\u5b9e\u65bd data \u7f51\u683c\u4ee5\u53ca data \u7f51\u683c\u7684\u672a\u6765\u524d\u666f\u5206\u4eab\u4e86\u4ed6\u4eec\u7684\u89c2\u70b9\u548c\u5177\u4f53\u5b9e\u4f8b\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div><article 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-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-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-3\"><p>\u9996\u5148\uff0c\u7b80\u8981\u56de\u987e\u4e00\u4e0b \"\u8c01\"\u3001\"\u4ec0\u4e48 \"\u548c \"\u4e3a\u4ec0\u4e48\"\u3002 <a href=\"https:\/\/www.artefact.com\/zh\/blog\/data-mesh-the-path-to-data-decentralization\/\">data \u7f51\u773c<\/a>data\u7f51\u72b6\u7ed3\u6784\uff1a\u8fd9\u4e00\u6982\u5ff5\u7531 ThoughtWorks \u7684 Zhamak Dehghani \u63d0\u51fa\uff0c\u65e8\u5728\u63d0\u9ad8 data \u7684\u53ef\u8bbf\u95ee\u6027\uff0c\u7b80\u5316\u96c6\u4e2d\u5f0f\u3001\u5355\u7247\u5f0f data \u7ed3\u6784\u7684\u7ec4\u7ec7\u3002\u5728 COVID-19 \u5927\u6d41\u884c\u671f\u95f4\uff0cdata \u7684\u7206\u70b8\u6027\u589e\u957f\u51f8\u663e\u4e86\u8fd9\u4e9b\u9700\u6c42\uff0cdata \u7f51\u683c\u73b0\u5df2\u4ece\u4e00\u4e2a\u6982\u5ff5\u53d1\u5c55\u6210\u4e3a\u4e00\u79cd\u5206\u5e03\u5f0f\u67b6\u6784\u6a21\u578b\uff0c\u4f7f\u6574\u4e2a\u7ec4\u7ec7\u4e2d\u7684\u6bcf\u4e2a\u4eba\u90fd\u80fd\u4f7f\u7528 data\u3002.<span style=\"font-weight: 400;\"><br \/>\n<\/span><\/p>\n<\/div><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;\">\u5982\u4f55\u6d88\u9664 \u201c\u4ec5\u4f9b data \u4e13\u5bb6\u4f7f\u7528\u7684 data \u201d\u74f6\u9888\uff1f<\/h2><\/div><div class=\"fusion-text fusion-text-4\"><p><a href=\"https:\/\/www.linkedin.com\/in\/johan-picard\/\" target=\"_blank\" rel=\"noopener\"><b>\u7ea6\u7ff0-\u76ae\u5361\u5c14<\/b><\/a><b> \u7684\u8c37\u6b4c <\/b><span style=\"font-weight: 400;\">\u6709\u4e00\u4e9b\u60f3\u6cd5\uff1a\u201c\u90e8\u5206\u539f\u56e0\u4e0e\u7b80\u5355\u7684 data \u6210\u719f\u5ea6\u6709\u5173\u3002\u4e8c\u5341\u5e74\u6765\uff0c\u5404\u516c\u53f8\u5728\u5e73\u53f0\u3001data \u6e56\u3001data \u4ed3\u5e93\u4e0a\u521b\u5efa\u5e76\u96c6\u4e2d\u7ba1\u7406 data\u3002\u8fd9\u4f7f\u4ed6\u4eec\u6709\u53ef\u80fd\u5229\u7528\u81ea\u5df1\u7684 data\u3002\u4f46\u662f\uff0c\u5404\u9886\u57df\u5fc5\u987b\u6392\u961f\u7b49\u5f85\u8bbf\u95ee\u8fd9\u4e9b data\uff0c\u9020\u6210\u4e86\u79ef\u538b\u548c\u74f6\u9888\u3002.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u201c\u6709\u4e9b\u4eba\u751a\u81f3\u5efa\u7acb\u4e86\u81ea\u5df1\u7684\u5f71\u5b50 IT \u90e8\u95e8\uff0c\u56e0\u4e3a IT \u56e2\u961f\u4e86\u89e3\u6280\u672f\uff0c\u4f46\u4e0d\u4e86\u89e3 data \u7684\u8d28\u91cf\u3002\u800c\u8be5\u9886\u57df\u7684\u60c5\u51b5\u6070\u6070\u76f8\u53cd\u3002\u4f46\u73b0\u5728\uff0c\u968f\u7740 cloud \u6280\u672f\u7684\u53d1\u5c55\uff0cdata \u53ef\u4ee5\u5206\u6563\u5230\u5404\u4e2a\u9886\u57df\u3002\u91cd\u8981\u7684\u662f\u8981\u8bb0\u4f4f\uff0c\u8fd9\u662f\u4e00\u79cd\u542f\u53d1\u5f0f\u65b9\u6cd5\u3002\u6bcf\u5bb6\u516c\u53f8\u90fd\u4e0d\u5c3d\u76f8\u540c\uff0c\u5fc5\u987b\u6839\u636e\u81ea\u8eab\u60c5\u51b5\u3001\u901f\u5ea6\u548c\u96c4\u5fc3\uff0c\u4ee5\u81ea\u5df1\u7684\u65b9\u5f0f\u5b9e\u73b0\u5206\u6563\u5316\u3002\u201d<\/span><\/p>\n<p><b>\u5728\u5965\u5170\u6cbb, <\/b><a href=\"https:\/\/www.linkedin.com\/in\/brice-miranda-9ab0191\/\" target=\"_blank\" rel=\"noopener\"><b>\u5e03\u83b1\u65af-\u7c73\u5170\u8fbe<\/b><\/a><span style=\"font-weight: 400;\"> \u7ecf\u5386\u4e86\u8fd9\u79cd data \u6d53\u7f29\u548c\u788e\u88c2\u7684\u73b0\u8c61\u3002\u201c<\/span><span style=\"font-weight: 400;\">\u6211\u4eec\u5386\u53f2\u4e0a\u7684 data platform \u5e76\u975e\u4ee5\u81ea\u52a9\u670d\u52a1\u4e3a\u5bfc\u5411\uff0c\u56e0\u6b64\u8bb8\u591a\u56e2\u961f\u521b\u5efa\u4e86\u81ea\u5df1\u7684\u5c0f\u578b data platforms\uff1b\u6211\u4eec\u6700\u7ec8\u521b\u5efa\u4e86 40 \u5230 60 \u4e2a\u56e2\u961f\u3002.<\/span><span style=\"font-weight: 400;\">\u201d\u8fd0\u8425\u5546\u5229\u7528\u8c37\u6b4c\u4e91\u5e73\u53f0\u642d\u5efa\u4e86\u4e00\u4e2a\u4e3a\u5176\u9886\u57df\u56e2\u961f\u670d\u52a1\u7684\u5e73\u53f0\u3002\u201c\u73b0\u5728\uff0c\u6211\u4eec\u6b63\u5728\u8fdb\u5165 data \u6c11\u4e3b\u7684\u903b\u8f91\u201d\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u4eca\u5e74\u5e74\u5e95\u521b\u5efa\u81ea\u5df1\u7684\u516c\u53f8\u4e4b\u524d\u3001, <\/span><a href=\"https:\/\/www.linkedin.com\/in\/jeanchristophebrun\/\" target=\"_blank\" rel=\"noopener\"><b>\u8ba9-\u514b\u91cc\u65af\u6258\u592b-\u5e03\u4f26<\/b><\/a><b> \u66fe\u4efb\u5bb6\u4e50\u798f\u9996\u5e2d\u6280\u672f\u5b98<\/b><span style=\"font-weight: 400;\">. .\u201c2015\u5e74\uff0c\u6211\u4eec\u77e5\u9053\u6211\u4eec\u9700\u8981\u8f6c\u53d8data\u7684\u613f\u666f\uff0c\u4ee5data\u4e3a\u4e2d\u5fc3\u5f00\u5c55\u96f6\u552e\u6d3b\u52a8\u3002\u5728 2018 \u5e74\u4e4b\u524d\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u6784\u5efa\u4e00\u4e2a\u5185\u90e8\u5e73\u53f0\uff0c\u4ee5\u4fbf\u66f4\u52a0\u4ee5 data \u4e3a\u4e2d\u5fc3\u3002\u800c\u5728 2018 \u5e74\uff0c\u6211\u4eec\u6210\u4e3a\u4e86\u8c37\u6b4c\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u5229\u7528\u7b97\u6cd5\u505a\u5f97\u66f4\u591a\u3002\u751a\u81f3\u5728\u6211\u4eec\u4e86\u89e3\u5230 data \u7f51\u683c\u7684\u6982\u5ff5\u4e4b\u524d\uff0c\u6211\u4eec\u7684\u76ee\u6807\u5c31\u662f\u8ba9\u4e1a\u52a1\u7528\u9014\u500d\u589e\u3002\u6211\u559c\u6b22 data \u7f51\u683c\u7684\u539f\u56e0\u5728\u4e8e\uff0c\u5b83\u53ef\u4ee5\u8ba9\u6211\u4eec\u5c06 <\/span><span style=\"font-weight: 400;\">\u6211\u4eec\u8fd8\u6ca1\u6709\u6807\u51c6\u5316\u7684\u4e1c\u897f\uff0c\u8981\u5728\u539f\u5219\u540e\u9762\u52a0\u4e0a\u6587\u5b57\u201d\u3002\u201d\u00a0\u00a0\u00a0\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/jean-noel-lucas-791b423\/\" target=\"_blank\" rel=\"noopener\"><b>\u8ba9-\u8bfa\u57c3\u5c14-\u5362\u5361\u65af<\/b><\/a><b> \u5728\u6b27\u83b1\u96c5 <\/b><span style=\"font-weight: 400;\">\u65e9\u5728\u4e09\u5e74\u524d\uff0c\u73c0\u83b1\u96c5\u5c31\u5f00\u59cb\u4e86\u540c\u6837\u7684\u8fdb\u7a0b\u3002\u65f6\u4efb\u9996\u5e2d\u6267\u884c\u5b98\u7684\u8ba9-\u4fdd\u7f57-\u963f\u8d21\uff08Jean-Paul Agon\uff09\u5236\u5b9a\u4e86\u76ee\u6807\uff1a\u6210\u4e3a\u7f8e\u5bb9\u79d1\u6280\u7684\u5021\u5bfc\u8005\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u9700\u8981\u534f\u8c03 data\uff0c\u6253\u7834\u529f\u80fd\u5b64\u5c9b\uff1b\u786e\u5b9a data \u7ba1\u7406\u5458\uff0c\u5546\u5b9a\u5171\u540c\u8bed\u8a00\uff0c\u6784\u5efa data \u7ed3\u6784\uff0c\u4ee5\u5efa\u7acb\u5168\u7403\u53c2\u8003\u7cfb\u7edf\u3002\u800c\u8fd9\u9700\u8981\u8d44\u6e90\uff1a\u201c\u4f60\u5fc5\u987b\u4e89\u53d6\u65f6\u95f4\u6765\u63d0\u4f9b data\u3002\u6211\u4eec\u8bc4\u4f30\u4e86\u7ba1\u7406\u503a\u52a1\uff08\u4e24\u4e09\u5e74\uff09\uff0c\u5e76\u4f30\u7b97\u4e86\u56f4\u7ed5 data \u7ba1\u7406\u516c\u53f8\u6240\u9700\u7684\u8d44\u6e90\u3002\u6211\u4eec\u4e13\u95e8\u6210\u7acb\u4e86\u4e00\u4e2a 100 \u4eba\u7684\u56e2\u961f\u6765\u51c6\u5907 data\u3002\u6211\u4eec\u4e3a\u56e2\u961f\u6ce8\u5165\u4e86\u65b0\u7684\u6280\u80fd\u3002\u6211\u4eec\u8fd8\u505a\u4e86\u5927\u91cf\u7684\u53cd\u590d\u5ba3\u4f20\u5de5\u4f5c\uff0c\u4ee5\u4fdd\u7559\u9884\u7b97\uff0c\u4f7f\u6211\u4eec\u80fd\u591f\u505a\u51fa\u8fd9\u6837\u7684\u52aa\u529b\u3002\u56e0\u4e3a L'Or\u00e9aliens \u4e0d\u662f\u6982\u5ff5\u6027\u7684\u3002\u6211\u4eec\u5fc5\u987b\u5c06\u6982\u5ff5\u8f6c\u5316\u4e3a\u5177\u4f53\u884c\u52a8\u201d\u3002.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u6b27\u83b1\u96c5\u5217\u51fa\u4e86 50 \u4e2a\u5229\u7528\u4ea7\u54c1 data \u7684\u4f7f\u7528\u6848\u4f8b\u3002\u4ece\u4ea7\u54c1\u7ec4\u5408\u7ba1\u7406\u5230\u5206\u9500\u6539\u8fdb\uff0c\u518d\u5230\u5e93\u5b58\u7ba1\u7406\u3002\u201c\u8ba9-\u8bfa\u5c14\u603b\u7ed3\u9053\uff1a\u201d\u5c06 data \u4f5c\u4e3a\u4ea7\u54c1\u6218\u7565\uff0c\u5c06 data \u5206\u914d\u5230\u4e0d\u540c\u9886\u57df\uff0c\u5176\u51c6\u5907\u5de5\u4f5c\u59d4\u6258\u7ed9\u6bcf\u4e2a\u54c1\u724c\u7684\u4e13\u5bb6\uff0c\u8fd9\u6837\u5c31\u89e3\u51b3\u4e86\u74f6\u9888\u95ee\u9898\u3002.<\/span><\/p>\n<\/div><div class=\"fusion-title title fusion-title-2 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;\">\u5982\u4f55\u5728\u4f01\u4e1a\u4e2d\u5927\u89c4\u6a21\u666e\u53ca data\uff1f<\/h2><\/div><div class=\"fusion-text fusion-text-5\"><p>\u5c3d\u7ba1 Orange \u6709\u4e00\u4e2a data \u54a8\u8be2\u5de5\u4f5c\u5ba4\uff0cCollibra \u53ef\u4ee5\u641c\u7d22 data\uff0c\u4f46\u8fd9\u8fd8\u4e0d\u591f\uff1a\u201c\u5f53\u6211\u4eec\u5b58\u5165 data \u65f6\uff0c\u6700\u7ec8\u4f1a\u51fa\u73b0\u91cd\u590d\uff0c\u8fd9\u5c31\u5e26\u6765\u4e86\u95ee\u9898\u3002\u5982\u679c\u4f60\u8be2\u95ee\u5ba2\u6237\u7684\u5bbd\u5e26\u8bbe\u5907\uff0c\u4f60\u4f1a\u5f97\u5230 800 \u4e2a\u7b54\u6848\u2019\u3002\u5ba2\u6237\u914d\u5907\u7684\u662f\u56fa\u5b9a\u5bbd\u5e26\u3001\u79fb\u52a8\u5bbd\u5e26\u8fd8\u662f\u5149\u7ea4\u5bbd\u5e26\uff1f\u5de5\u5177\u4e0d\u77e5\u9053\u3002\u5ba2\u6237\u662f\u5426\u540c\u610f\uff1f\u6211\u4eec\u4e5f\u4e0d\u77e5\u9053\u3002\u6ca1\u6709\u4e00\u4e2a\u53ef\u4ee5\u4fe1\u8d56\u7684\u771f\u76f8\u6216 data \u6765\u6e90\u3002\u56e0\u6b64\uff0c\u6b63\u5728\u5c31\u8fd9\u4e9b\u95ee\u9898\u8fdb\u884c POC\uff08\u201d\u4ec0\u4e48\u662f Orange \u5ba2\u6237\uff1f\uff09.<\/p>\n<p>Orange \u7a0d\u7a0d\u9886\u5148\u4e8e\u6b27\u83b1\u96c5\uff0c\u5176 cloud \u53ef\u63d0\u4f9b 40% \u7684 data\u3002\u201c\u8ba9-\u8bfa\u5c14\u8bf4\uff1a\u201d\u4f5c\u4e3a\u524d\u63d0\u6761\u4ef6\uff0cdata \u5fc5\u987b\u53ef\u7528\u548c\u53ef\u53d1\u73b0\u3002\u201c\u7136\u540e\uff0c\u6211\u4eec\u9700\u8981\u63d0\u5347 data \u4ef7\u503c\u94fe\u4e2d\u7684\u5404\u4e2a\u9886\u57df\uff0c\u5c06 data \u6d88\u8017\u91cf\u4f5c\u4e3a\u7ee9\u6548\u6807\u51c6 (KPI)\uff0c\u4ee5\u66f4\u63a5\u8fd1\u4e1a\u52a1\u7528\u4f8b\u3002\u8fd9\u80cc\u540e\u662f data \u6587\u5316\u7684\u6311\u6218\uff0c\u5373\u8ba9\u4eba\u4eec\u91c7\u7528\u66f4\u52a0\u6807\u51c6\u5316\u7684\u89e3\u51b3\u65b9\u6848\u5e76\u770b\u5230\u771f\u6b63\u7684\u4ef7\u503c\u3002\u201d<\/p>\n<p>\u201c\u8ba9-\u514b\u91cc\u65af\u6258\u592b\u89e3\u91ca\u8bf4\uff1a\u201d\u5728\u5bb6\u4e50\u798f\uff0c\u6211\u4eec\u9009\u62e9\u8ba9 data \u4ea7\u54c1\u7684\u6240\u6709\u8005\u627f\u62c5\u8d23\u4efb\u3002\u201c\u4ed6\u4eec\u4e86\u89e3 data \u7684\u7528\u9014\uff0c\u5e76\u786e\u4fdd\u5176\u4f20\u64ad\uff1a\u2018\u5fc5\u987b\u4f7f\u7528 Data \u4ea7\u54c1\u3002Data \u4ea7\u54c1\u6240\u6709\u8005\u5fc5\u987b\u5bf9\u5176\u4ea7\u54c1\u7684\u4f7f\u7528\u611f\u5174\u8da3\u3002\u8fc7\u53bb\uff0c\u5546\u4e1a\u667a\u80fd\u90e8\u95e8\u5411\u9886\u57df\u62a5\u544a\u3002\u4f46\u73b0\u5728\uff0c\u5728\u5546\u4e1a\u667a\u80fd\u7684\u652f\u6301\u4e0b\uff0c\u9886\u57df\u81ea\u5df1\u4e5f\u5728\u505a\u8fd9\u4ef6\u4e8b\u3002\u5bb6\u4e50\u798f\u57f9\u8bad\u7684 data \u4eba\u5458\u4e2d\u6709 60% \u6765\u81ea\u5404\u9886\u57df\u3002\u2019<\/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;\">\u5982\u4f55\u6210\u529f\u5b9e\u73b0\u7528\u4f8b\u7684\u4ea7\u4e1a\u5316\uff1f<\/h2><\/div><div class=\"fusion-text fusion-text-6\"><p>Johan Picard \u89e3\u91ca\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u5206\u6790\u548c\u64cd\u4f5c\u4e4b\u95f4\u7684\u6765\u56de\u8fc7\u7a0b\uff1a\u201cdata \u5fc5\u987b\u4e0a\u5347\u5230\u5206\u6790\uff0c\u518d\u4e0b\u964d\u5230\u64cd\u4f5c\u3002\u8fc7\u53bb\uff0cdata \u57fa\u5730\u65e0\u6cd5\u6574\u5408\u5206\u6790\uff0c\u56e0\u6b64\u6211\u4eec\u521b\u5efa\u4e86 data \u6e56\u3002\u5728\u65b0\u6a21\u5f0f\u4e0b\uff0c\u6211\u4eec\u66f4\u63a5\u8fd1 data \u6e90\uff0c\u5bf9\u5176\u6709\u4e86\u66f4\u597d\u7684\u4e86\u89e3\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u4e0d\u518d\u9700\u8981\u5c06\u64cd\u4f5c\u548c\u5206\u6790\u5206\u5f00\u3002\u6211\u4eec\u7684\u4e00\u4e9b\u5ba2\u6237\u5df2\u7ecf\u5c06\u5b83\u4eec\u653e\u5728\u4e86\u540c\u4e00\u4e2a\u5e73\u53f0\u4e0a\u3002SAP \u4e13\u5bb6\u4e0e data \u4e13\u5bb6\u5e76\u80a9\u5de5\u4f5c\u3002Brice Miranda \u5bf9\u6b64\u8868\u793a\u540c\u610f\uff0c\u5e76\u8865\u5145\u8bf4\uff1a\u201c\u6211\u4eec\u5fc5\u987b\u6d88\u9664\u5206\u6790\u548c\u8fd0\u8425\u4e4b\u95f4\u7684\u65e7\u754c\u9650\uff0c\u76f4\u8fbe\u6e90\u5934\u201d\u3002\u201d<\/p>\n<p>Jean-Noel Lucas \u8ba4\u4e3a\uff0c\u201c\u4e1a\u52a1\u4eba\u5458\u5fc5\u987b\u4e86\u89e3\u4ed6\u4eec\u6240\u4f9d\u8d56\u7684 data \uff08\u901a\u8fc7\u601d\u8003\u4ed6\u4eec\u7684\u6d41\u7a0b\uff09\uff0c\u5e76\u52aa\u529b\u63d0\u9ad8 data \u8d28\u91cf\u201d\u3002\u4f8b\u5982\uff0c\u4e3a\u4e86\u7ed9\u5546\u5e97\u4f9b\u8d27\u5e76\u66f4\u597d\u5730\u7ba1\u7406\u5e93\u5b58\uff0c\u6b27\u83b1\u96c5\u5728 PCM \u4e2d\u589e\u52a0\u4e86\u4e00\u5c42\u3002\u201c\u6211\u4eec\u5e0c\u671b\u5c06\u6211\u4eec\u7684\u7cfb\u7edf'API\u5316\u2018\u2019\u3002\u6b27\u83b1\u96c5\u5728\u4ea7\u54c1 data \u65b9\u9762\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\uff0c\u4ee5\u4fbf\u5411\u96f6\u552e\u5546\u548c\u6d88\u8d39\u8005\u63d0\u4f9b 360 \u5168\u666f\u3002\u4e3a\u4e86\u66f4\u597d\u5730\u7ba1\u7406\u4f9b\u5e94\u94fe\uff0c\u6b27\u83b1\u96c5\u9700\u8981\u66f4\u597d\u5730\u7ec6\u5206\u4ea7\u54c1\u76ee\u5f55\u3002\u800c\u65b0\u7684\u7ec4\u7ec7\u7ed3\u6784\u4f7f\u5176\u80fd\u591f\u66f4\u5177\u53cd\u5e94\u6027\uff0c\u5728\u9700\u6c42\u589e\u52a0\u65f6\u6bcf\u5468\u4e0b\u8fbe\u4ea7\u54c1\u751f\u4ea7\u8ba2\u5355\u3002.<\/p>\n<p>\u5bb6\u4e50\u798f\u5728\u5206\u6790\u4e0e\u8fd0\u8425\u7684\u878d\u5408\u65b9\u9762\u8d70\u5f97\u6700\u8fdc\uff1a\u5728\u8fd9\u4e2a\u65b0\u4e16\u754c\u91cc\uff0c\u5206\u6790\u6210\u4e3a\u4e00\u79cd\u5b9e\u65f6\u8fd0\u8425\u5de5\u5177\uff0c\u4e0e\u8fd0\u8425\u5904\u4e8e\u540c\u4e00\u670d\u52a1\u6c34\u5e73\u3002\u201c\u4ea7\u54c1\u8868\u5fc5\u987b\u8bb0\u5f55\u6240\u6709 data\uff0c\u5305\u62ec\u9500\u552e\u6570\u5b57\u3002\u8fd9\u6837\uff0c\u5982\u679c\u7f3a\u5c11\u67d0\u79cd\u4ea7\u54c1\uff0c\u5c31\u53ef\u4ee5\u5728\u4ea7\u54c1\u4e4b\u95f4\u8fdb\u884c\u66ff\u6362\u8bc4\u5206\u3002\u8fd9\u5728\u4e09\u5e74\u524d\u662f\u4e0d\u53ef\u60f3\u8c61\u7684\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"<p>data \u7f51\u683c\u5982\u4f55\u5e94\u5bf9\u96c6\u4e2d\u5f0f data \u67b6\u6784\u7684\u6311\u6218\uff0c\u5e76\u6709\u52a9\u4e8e\u4e1a\u52a1\u4eba\u5458\u66f4\u597d\u5730\u4f7f\u7528 data\uff1f<\/p>","protected":false},"featured_media":68733,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-68730","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\/68730","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\/68733"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=68730"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=68730"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=68730"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}