{"id":662102,"date":"2025-06-11T10:31:00","date_gmt":"2025-06-11T09:31:00","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&p=662102"},"modified":"2025-06-11T10:32:49","modified_gmt":"2025-06-11T09:32:49","slug":"turning-distributor-data-into-a-growth-engine","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/turning-distributor-data-into-a-growth-engine\/","title":{"rendered":"\u5c06 data \u5206\u914d\u5668\u53d8\u6210\u589e\u957f\u5f15\u64ce"},"content":{"rendered":"

\u4f5c\u8005<\/h2><\/div>\"Image\"

\u9648\u5efa\u52cb<\/h3><\/div>

\u5408\u4f5c\u4f19\u4f34 ARTEFACT \u4e2d\u56fd<\/p>\n<\/div><\/div><\/div>

\u4f5c\u8005<\/h2><\/div>\"Image\"

Ivy Wang<\/h3><\/div>

\u54a8\u8be2\u7ecf\u7406 ARTEFACT \u4e2d\u56fd<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u5728\u5feb\u901f\u6d88\u8d39\u54c1\uff08FMCG\uff09\u548c\u65f6\u5c1a\u96f6\u552e\u7b49\u884c\u4e1a\uff0c\u4f01\u4e1a\u4e25\u91cd\u4f9d\u8d56\u5206\u9500\u5546\u7f51\u7edc--data \u6b63\u4ece\u652f\u6301\u529f\u80fd\u6f14\u53d8\u4e3a\u7ade\u4e89\u4f18\u52bf\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u7136\u800c\uff0c\u7531\u4e8e\u5206\u9500\u5546\u8fd0\u8425\u7684\u5206\u6563\u6027\u548c data \u6765\u6e90\u7684\u591a\u6837\u6027\uff0c\u5206\u9500\u5546\u7684 data \u7ecf\u5e38\u51fa\u73b0\u5206\u6563\u3001\u4f4e\u8d28\u91cf\u548c\u96c6\u6210\u5ea6\u5dee\u7684\u95ee\u9898\u3002.<\/p>\n

\u53ea\u6709\u5efa\u7acb\u7edf\u4e00\u6709\u6548\u7684 data governance \u6846\u67b6\uff0c\u4f01\u4e1a\u624d\u80fd\u771f\u6b63\u8fde\u63a5\u4e0a\u4e0b\u6e38\u4e1a\u52a1\uff0c\u91ca\u653e data \u7684\u4ef7\u503c\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\uff0c\u63d0\u9ad8\u51b3\u7b56\u6548\u7387\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

Data \u5c06\u6cbb\u7406\u4f5c\u4e3a\u7ecf\u9500\u5546\u7ba1\u7406\u7684\u6838\u5fc3\u7a81\u7834\u53e3<\/h2><\/div>

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\u5728\u4f9b\u5e94\u94fe\u7ba1\u7406\u3001\u5e93\u5b58\u4f18\u5316\u548c\u5b9a\u4ef7\u7b56\u7565\u7b49\u5173\u952e\u9886\u57df\uff0c\u9ad8\u8d28\u91cf\u548c\u503c\u5f97\u4fe1\u8d56\u7684 data \u662f\u6709\u6548\u51b3\u7b56\u7684\u57fa\u7840\u3002\u7cfb\u7edf\u5316\u6cbb\u7406\u4e0d\u4ec5\u80fd\u786e\u4fdd data \u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\uff0c\u8fd8\u80fd\u4e3a\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u548c\u5206\u6790\u6a21\u578b\u5960\u5b9a\u575a\u5b9e\u7684\u57fa\u7840--\u52a0\u901f\u4f01\u4e1a\u5411 data-driven \u7684\u8f6c\u53d8\u3002.<\/p>\n<\/div>

\u5206\u9500\u5546 Data \u6cbb\u7406\u7684\u73b0\u5b9e\u6311\u6218<\/h2><\/div>

Data \u6599\u4ed3<\/b>:\u5206\u9500\u5546\u901a\u5e38\u4f7f\u7528\u4e0d\u540c\u7684\u7cfb\u7edf\u6765\u5b58\u50a8 data\uff0c\u5bfc\u81f4\u4fe1\u606f\u5b64\u5c9b\uff0c\u963b\u788d data \u96c6\u6210\u548c\u5171\u4eab\u3002.<\/p>\n

Data \u8d28\u91cf\u4e0d\u7a33\u5b9a<\/b>:\u8bb8\u591a\u5206\u9500\u5546\u63d0\u4ea4\u7684 data \u6ca1\u6709\u7edf\u4e00\u6807\u51c6\u6216\u8d28\u91cf\u76d1\u63a7\u673a\u5236\uff0c\u5bfc\u81f4 data \u4e0d\u53ef\u9760\u3001\u4e0d\u5b8c\u6574\u6216\u65e0\u6cd5\u8bbf\u95ee\u3002.<\/p>\n

\u6280\u672f\u548c\u8d44\u6e90\u9650\u5236<\/b>:\u4e00\u4e9b\u5206\u9500\u5546\uff0c\u5c24\u5176\u662f\u4e2d\u5c0f\u578b\u5206\u9500\u5546\uff0c\u7f3a\u4e4f\u9ad8\u6548 data governance \u6240\u9700\u7684\u6280\u672f\u80fd\u529b\u548c\u8d44\u6e90\u3002.<\/p>\n

\u5408\u4f5c\u4e0e\u6267\u884c\u4e0d\u529b<\/b>:Data \u6cbb\u7406\u4e0d\u4ec5\u6d89\u53ca\u6280\u672f\u53d8\u9769\uff0c\u8fd8\u9700\u8981\u4e1a\u52a1\u90e8\u95e8\u7684\u6df1\u5ea6\u53c2\u4e0e\u3002\u7136\u800c\uff0c\u4e1a\u52a1\u56e2\u961f\u5f80\u5f80\u7f3a\u4e4f\u5bf9 data governance \u7684\u76f4\u63a5\u8ba4\u8bc6\u548c\u53c2\u4e0e\uff0c\u5bfc\u81f4\u8de8\u90e8\u95e8\u5408\u4f5c\u4e0d\u7545\uff0c\u4f7f\u6cbb\u7406\u5de5\u4f5c\u6d41\u4e8e\u8868\u9762\u6216\u6beb\u65e0\u6210\u6548\u3002.<\/p>\n<\/div>

\u5206\u914d\u5668 Data \u6cbb\u7406\u7684\u6838\u5fc3\u6a21\u5757<\/h2><\/div>

\u6839\u636e\u9879\u76ee\u7ecf\u9a8c\u548c\u884c\u4e1a\u4e13\u4e1a\u77e5\u8bc6\uff0c\u6211\u4eec\u786e\u5b9a\u4e86\u5b9e\u65bd data governance \u7684\u4e94\u4e2a\u5173\u952e\u6a21\u5757\uff1a<\/p>\n<\/div>\"Image\"

1.Data \u6240\u6709\u6743<\/b>:\u4e3a\u6240\u6709 data \u8d44\u4ea7\u5206\u914d\u660e\u786e\u7684\u8d23\u4efb\u89d2\u8272\uff0c\u4ee5\u786e\u4fdd\u6574\u4e2a data \u751f\u547d\u5468\u671f\u7684\u53ef\u8ffd\u6eaf\u6027\u548c\u53d7\u63a7\u7ba1\u7406\u3002.<\/p>\n

2.Data \u9884\u5907<\/b>:\u786e\u5b9a\u63d0\u4ea4 data \u7684\u5185\u5bb9\u548c\u683c\u5f0f\u8981\u6c42\uff0c\u4ece\u4e00\u5f00\u59cb\u5c31\u786e\u4fdd\u6807\u51c6\u5316\u548c\u53ef\u5904\u7406\u6027\u3002.<\/p>\n

3.Data \u77e5\u8bc6\u548c\u65e0\u969c\u788d\u73af\u5883<\/b>:\u7edf\u4e00 data \u5b9a\u4e49\u548c\u4e1a\u52a1\u7406\u89e3\uff0c\u540c\u65f6\u8bbe\u7f6e\u660e\u786e\u7684\u57fa\u4e8e\u89d2\u8272\u7684\u8bbf\u95ee\u6743\u9650\u3002.<\/p>\n

4.Data \u8d28\u91cf<\/b>:Apply \u59cb\u7ec8\u5982\u4e00\u7684\u8d28\u91cf\u6807\u51c6\uff0c\u786e\u4fdd data \u5b8c\u6574\u3001\u51c6\u786e\u3001\u53ef\u64cd\u4f5c\uff0c\u4e3a\u5206\u6790\u548c\u51b3\u7b56\u5960\u5b9a\u53ef\u9760\u7684\u57fa\u7840\u3002.<\/p>\n

5.Data \u5b89\u5168\u6027\u548c\u5408\u89c4\u6027<\/b>:\u5efa\u7acb\u5b89\u5168\u548c\u5408\u89c4\u673a\u5236\uff0c\u4ee5\u964d\u4f4e\u98ce\u9669\u5e76\u6ee1\u8db3\u76d1\u7ba1\u8981\u6c42\u3002.<\/p>\n

\u5176\u4e2d\u5305\u62ec, data \u89c4\u5b9a<\/b> \u548c data \u8d28\u91cf<\/b> \u8fd9\u4e00\u70b9\u5c24\u4e3a\u91cd\u8981\u3002\u5b83\u4eec\u51b3\u5b9a\u4e86\u80fd\u5426\u6709\u6548\u5b9e\u65bd\u6cbb\u7406\uff0c\u5e76\u76f4\u63a5\u5f71\u54cd\u51b3\u7b56\u6548\u7387\u548c\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u6210\u8d25\u3002.<\/p>\n<\/div>

\u6848\u4f8b\u7814\u7a76<\/b><\/h2><\/div>

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    \n
  • data \u63d0\u4ea4\u548c\u4f20\u8f93\u6807\u51c6\u4e0d\u7edf\u4e00\uff0c\u5bfc\u81f4\u6574\u5408\u4e0d\u529b\u548c\u6c9f\u901a\u6548\u7387\u4f4e\u4e0b\u3002.<\/li>\n
  • \u7531\u4e8e\u7f3a\u4e4f\u76d1\u7763\u673a\u5236\uff0cdata \u7684\u5b8c\u6574\u6027\u548c\u53ef\u4fe1\u5ea6\u8f83\u5dee\u3002.<\/li>\n
  • \u4e1a\u52a1\u53c2\u4e0e\u6709\u9650\uff0c\u8de8\u90e8\u95e8\u5408\u4f5c\u8584\u5f31\uff0c\u7406\u89e3\u4e0d\u4e00\u81f4\u3002.<\/li>\n<\/ul>\n

    \u8fd9\u4e9b\u95ee\u9898\u5bfc\u81f4 data \u7684\u4f7f\u7528\u6548\u7387\u4f4e\u4e0b\uff0c\u963b\u788d\u4e86\u516c\u53f8\u7684\u5e02\u573a\u54cd\u5e94\u80fd\u529b\u548c\u8fd0\u8425\u6548\u7387\u3002.<\/p>\n

    \u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u4fa7\u91cd\u4e8e\u4e09\u4e2a\u5173\u952e\u9886\u57df\uff1a<\/span><\/p>\n

    1.\u4f18\u5316 Data \u8d44\u4ea7<\/b><\/p>\n

    \u6211\u4eec\u5efa\u7acb\u4e86\u7edf\u4e00\u7684 data \u6807\u51c6\u548c\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4ee5\u89c4\u8303\u5206\u9500\u5546\u5728 data \u63d0\u4ea4\u3001\u4f20\u8f93\u548c\u8d28\u91cf\u63a7\u5236\u65b9\u9762\u7684\u505a\u6cd5\uff0c\u63d0\u9ad8\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\uff0c\u4e3a\u5206\u6790\u548c\u6218\u7565\u51b3\u7b56\u5960\u5b9a\u57fa\u7840\u3002.<\/p>\n

    2.\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u8d28\u91cf\u76d1\u6d4b<\/b><\/p>\n

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    \u6211\u4eec\u4e3a\u7ecf\u9500\u5546 data \u5f15\u5165\u4e86\u53ef\u9760\u6027\u548c\u5b8c\u6574\u6027\u8bc4\u5206\u673a\u5236\u3002\u901a\u8fc7\u5229\u7528\u57fa\u4e8e\u6a21\u578b\u7684\u5927\u578b\u5206\u6790\u5de5\u5177\uff0c\u6211\u4eec\u5c06\u590d\u6742\u7684 data \u6a21\u5f0f\u8f6c\u5316\u4e3a\u53ef\u89c6\u5316\u56fe\u8868\u3002\u8fd9\u79cd\u65b9\u6cd5\u5e2e\u52a9\u7ba1\u7406\u4eba\u5458\u8f7b\u677e\u8bc6\u522b\u548c\u7406\u89e3 data \u98ce\u9669\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u5f00\u5c55\u8c03\u67e5\u548c\u91c7\u53d6\u540e\u7eed\u884c\u52a8\u3002.<\/p>\n

    3.\u63a8\u52a8\u53d8\u9769\u7ba1\u7406<\/b><\/p>\n

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    \u5728\u6cbb\u7406\u8fc7\u7a0b\u4e2d\uff0c\u53d8\u9769\u7ba1\u7406\u5c24\u4e3a\u91cd\u8981<\/b>. .\u65b0\u7684\u6d41\u7a0b\u3001\u5de5\u5177\u548c\u6280\u672f\u6709\u65f6\u4f1a\u9047\u5230\u7ecf\u9500\u5546\u7684\u62b5\u5236\u3002\u6709\u6548\u7684\u53d8\u9769\u7ba1\u7406\u6709\u52a9\u4e8e\u4ed6\u4eec\u7406\u89e3\u8fd9\u4e9b\u53d8\u9769\u7684\u5fc5\u8981\u6027\uff0c\u9f13\u52b1\u4ed6\u4eec\u5fc3\u7518\u60c5\u613f\u5730\u63a5\u53d7\u53d8\u9769\u3002\u5b83\u8fd8\u80fd\u63d0\u9ad8\u900f\u660e\u5ea6\uff0c\u52a0\u5f3a\u54c1\u724c\u4e0e\u5206\u9500\u5546\u4e4b\u95f4\u7684\u5173\u7cfb\u3002.<\/p>\n

    \u4e3b\u8981\u884c\u52a8\u5305\u62ec<\/p>\n

      \n
    • \u5efa\u7acb\u53d8\u9769\u7ba1\u7406\u56e2\u961f<\/b>:\u76d1\u7763\u89c4\u5212\u548c\u6267\u884c\uff0c\u786e\u4fdd\u5229\u76ca\u6538\u5173\u65b9\u7684\u53c2\u4e0e\u3002.<\/span><\/li>\n
    • \u5236\u5b9a\u53d8\u9769\u7ba1\u7406\u8ba1\u5212<\/b>:\u901a\u8fc7\u5404\u79cd\u6e20\u9053\u5c31\u53d8\u9769\u7684\u76ee\u7684\u548c\u9884\u671f\u6548\u76ca\u8fdb\u884c\u900f\u660e\u6c9f\u901a\uff0c\u6709\u52a9\u4e8e\u6d88\u9664\u7591\u8651\u3002\u5f00\u5c55\u57f9\u8bad\u8ba1\u5212\uff0c\u8ba9\u5206\u9500\u5546\u719f\u6089\u65b0\u7684\u6d41\u7a0b\u548c\u5de5\u5177\uff0c\u5e76\u5728\u9700\u8981\u65f6\u63d0\u4f9b\u6301\u7eed\u7684\u6280\u672f\u652f\u6301\u3002.<\/li>\n
    • \u52a0\u5f3a\u76d1\u6d4b\u548c\u53cd\u9988<\/b>:\u8fd9\u5305\u62ec\u5b9a\u671f\u8bc4\u4f30\u53d8\u9769\u7684\u6548\u679c\uff0c\u5efa\u7acb\u53cd\u9988\u673a\u5236\u4ee5\u9f13\u52b1\u5206\u9500\u5546\u63d0\u51fa\u610f\u89c1\uff0c\u5e76\u6839\u636e\u53cd\u9988\u610f\u89c1\u53cd\u590d\u4f18\u5316\u53d8\u9769\u7ba1\u7406\u8ba1\u5212\u3002.<\/li>\n<\/ul>\n<\/div>

      \u7ed3\u8bba<\/b><\/h2><\/div>

      \u8fd9\u4e9b\u5c31\u662f\u6211\u4eec\u5728 data governance \u5206\u53d1\u5668\u4e2d\u7684\u6838\u5fc3\u6846\u67b6\u548c\u5b9e\u7528\u89c1\u89e3\u3002.<\/p>\n

      \u5168\u9762\u7684\u6cbb\u7406\u89e3\u51b3\u65b9\u6848\u901a\u5e38\u5206\u4e3a\u4e09\u4e2a\u6b65\u9aa4\uff1a\u8bc4\u4f30\u4e0e\u8bbe\u8ba1--\u89c4\u5212--\u5b9e\u65bd\u3002\u6211\u4eec\u59cb\u7ec8\u6839\u636e\u5ba2\u6237\u7684\u5177\u4f53\u4e1a\u52a1\u9700\u6c42\u548c data\/ \u6280\u672f\u67b6\u6784\uff0c\u91cf\u8eab\u5b9a\u5236\u6700\u4f73\u5b9e\u8df5\u89e3\u51b3\u65b9\u6848\uff0c\u786e\u4fdd\u6cbb\u7406\u90e8\u7f72\u7684\u6210\u529f\u548c\u53ef\u6269\u5c55\u6027\u3002.<\/p>\n<\/div>

      <\/h2><\/div><\/div><\/div><\/div><\/article><\/p>","protected":false},"excerpt":{"rendered":"

      \u5728\u5feb\u901f\u6d88\u8d39\u54c1\uff08FMCG\uff09\u548c\u65f6\u5c1a\u96f6\u552e\u7b49\u884c\u4e1a\uff0c\u4f01\u4e1a\u4e25\u91cd\u4f9d\u8d56\u5206\u9500\u5546\u7f51\u7edc--data \u6b63\u4ece\u652f\u6301\u529f\u80fd\u6f14\u53d8\u4e3a\u7ade\u4e89\u4f18\u52bf\u7684\u6838\u5fc3\u8d44\u4ea7\u3002\u7136\u800c\uff0c\u7531\u4e8e\u5206\u9500\u5546\u8fd0\u8425\u7684\u5206\u6563\u6027\u548c data \u6765\u6e90\u7684\u591a\u6837\u6027\uff0c\u5206\u9500\u5546\u7684 data \u7ecf\u5e38\u51fa\u73b0\u5206\u6563\u3001\u4f4e\u8d28\u91cf\u548c\u96c6\u6210\u5ea6\u5dee\u7684\u95ee\u9898\u3002\u53ea\u6709\u5efa\u7acb\u7edf\u4e00\u6709\u6548\u7684 data governance \u6846\u67b6\uff0c\u4f01\u4e1a\u624d\u80fd\u771f\u6b63\u8fde\u63a5\u4e0a\u4e0b\u6e38\u4e1a\u52a1\uff0c\u91ca\u653e data \u7684\u4ef7\u503c\uff0c\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u8f6c\u578b\uff0c\u63d0\u9ad8\u51b3\u7b56\u6548\u7387\u3002.<\/p>","protected":false},"featured_media":662355,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035,21929,22052],"blog-language":[2991],"class_list":["post-662102","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-category-consumer-goods-services","blog-category-retail","blog-language-en"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/662102","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\/662355"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=662102"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=662102"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=662102"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}