{"id":60173,"date":"2021-04-15T17:42:03","date_gmt":"2021-04-15T16:42:03","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=news&p=60173"},"modified":"2024-09-20T17:45:41","modified_gmt":"2024-09-20T16:45:41","slug":"conditions-required-for-successful-ai-driven-digital-transformation","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/conditions-required-for-successful-ai-driven-digital-transformation\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6570\u5b57\u5316\u8f6c\u578b\u53d6\u5f97\u6210\u529f\u6240\u9700\u7684\u6761\u4ef6"},"content":{"rendered":"

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

\u6cd5\u6bd4\u5b89-\u514b\u7f57\u65af<\/h3><\/div>

Data \u6cd5\u56fd Artefact \u54a8\u8be2\u603b\u76d1<\/p>\n<\/div><\/div><\/div><\/div><\/div>

<\/span><\/a><\/span>

\u9605\u8bfb\u6211\u4eec\u7684\u6587\u7ae0<\/u><\/p>\n<\/div>

<\/span><\/div>

.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

2021 \u5e74 4 \u6708 19 \u65e5<\/p>\n

\u968f\u7740\u4f01\u4e1a\u5bfb\u6c42\u66f4\u597d\u3001\u66f4\u5feb\u3001\u66f4\u667a\u80fd\u7684\u8fd0\u8425\u65b9\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6b63\u65e5\u76ca\u6210\u4e3a\u4f01\u4e1a\u65e5\u5e38\u7528\u8bed\u7684\u4e00\u90e8\u5206\u3002\u4f46\u662f\uff0c\u5c3d\u7ba1\u4eba\u5de5\u667a\u80fd\u5927\u6709\u53ef\u4e3a\uff0c\u4f46\u5927\u591a\u6570\u8ba1\u5212\u90fd\u65e0\u6cd5\u5b9e\u73b0\u4e1a\u52a1\u6210\u679c\u3002Data \u54a8\u8be2\u603b\u76d1 Fabien Cros \u89e3\u91ca\u4e86\u5982\u4f55\u6210\u529f\u5b9e\u73b0\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u6570\u5b57\u5316\u8f6c\u578b\u3002. <\/p>\n

\u8f83\u4f4e\u7684\u6210\u529f\u7387\u8fd8\u6709\u53ef\u80fd\u963b\u788d\u4f01\u4e1a\u5f00\u5c55\u6570\u5b57\u5316\u8f6c\u578b\u9879\u76ee\u548c\u91c7\u7528\u6709\u53ef\u80fd\u51b3\u5b9a\u4f01\u4e1a\u957f\u671f\u547d\u8fd0\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/div>

\u6211\u4eec\u8fd9\u91cc\u6240\u8bf4\u7684\u4eba\u5de5\u667a\u80fd\u5e76\u4e0d\u662f\u597d\u83b1\u575e\u7535\u5f71\u4e2d\u7684\u673a\u5668\u4eba \u2018\u4eba\u7c7b \u2019\u548c\u4e2a\u6027\u5316\u5e7f\u544a\u724c\u5e7f\u544a\u3002\u76f8\u53cd\uff0c\u6211\u4eec\u7684\u91cd\u70b9\u662f\u5229\u7528\u667a\u80fd\u6280\u672f\u4f18\u5316\u4f01\u4e1a\u73b0\u6709\u4e1a\u52a1\u7684\u9879\u76ee\uff1b\u4f8b\u5982\uff0c\u9884\u6d4b\u9700\u6c42\u4ee5\u5339\u914d\u4f9b\u5e94\uff0c\u8fd9\u6837\u65e2\u4e0d\u4f1a\u8ba9\u5ba2\u6237\u5931\u671b\uff0c\u53c8\u4e0d\u4f1a\u6d6a\u8d39\u591a\u4f59\u7684\u5e93\u5b58\uff0c\u6216\u8005\u786e\u5b9a\u662f\u5426\u6709\u8db3\u591f\u7684\u5e93\u5b58\u6765\u6ee1\u8db3\u5ba2\u6237\u7684\u9700\u6c42\u3002 \u96f6\u552e\u5546<\/a> \u5e94\u5728\u5e97\u5185\u6446\u653e\u7279\u5b9a\u4ea7\u54c1\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u63d0\u9ad8\u9500\u552e\u989d\u3002.<\/p>\n<\/div>

\u5728\u4f01\u4e1a\u52aa\u529b\u8f6c\u578b\u4ee5\u9002\u5e94\u7ade\u4e89\u6fc0\u70c8\u7684\u4e16\u754c\u65f6\uff0c\u5931\u8d25\u7684\u9ad8\u98ce\u9669\u662f\u4e00\u4e2a\u4e3b\u8981\u95ee\u9898\u30022020 \u5e74\u4e4b\u524d\u7684\u60c5\u51b5\u4e5f\u662f\u5982\u6b64\uff0c\u4f46\u5927\u6d41\u884c\u75c5\u8ba9\u4eba\u4eec\u770b\u5230\uff0c\u9700\u8981\u5feb\u901f\u3001\u9ad8\u6548\u548c\u6709\u6548\u7684\u8fd0\u8425\u65b9\u5f0f\u6765\u5e2e\u52a9\u6062\u590d\u3002.<\/p>\n<\/div>

\u4eba\u5de5\u667a\u80fd\u5931\u8d25<\/h2><\/div>

\u90a3\u4e48\uff0c\u4e3a\u4ec0\u4e48\u5931\u8d25\u7387\u5982\u6b64\u4e4b\u9ad8\uff1f\u662f\u4eba\u5de5\u667a\u80fd\u592a\u96be\u4e86\u5417\uff1f\u6839\u636e\u6211\u4eec\u7684\u7ecf\u9a8c\u5e76\u975e\u5982\u6b64\u3002.<\/p>\n<\/div>

\u5173\u952e\u5728\u4e8e\u6700\u521d\u7684\u521b\u65b0\u6216\u6982\u5ff5\u9a8c\u8bc1\uff08POC\uff09\u3002\u65e0\u8bba\u521b\u65b0\u591a\u4e48\u51fa\u8272\uff0c\u591a\u4e48\u5177\u6709\u7a81\u7834\u6027\uff0c\u5982\u679c\u4e0d\u80fd\u5728\u6574\u4e2a\u7ec4\u7ec7\u5185\u63a8\u5e7f\uff0c\u90a3\u4e48\u6700\u7ec8\u90fd\u662f\u5f92\u52b3\u65e0\u529f\u3002\u4e0d\u4ec5\u5982\u6b64\uff0c\u7531\u4e8e\u8fd9\u79cd\u6027\u8d28\u7684\u9879\u76ee\u6210\u672c\u5f80\u5f80\u662f\u524d\u7f6e\u6027\u7684\uff0c\u56e0\u6b64\u5f88\u53ef\u80fd\u4f1a\u5360\u7528\u6574\u4e2a\u4f01\u4e1a\u8303\u56f4\u5185\u5b9e\u65bd\u9879\u76ee\u7684\u9884\u7b97\u7ea6 70%\u3002.<\/p>\n<\/div>

\u6211\u4eec\u5728\u5404\u4e2a\u884c\u4e1a\u9886\u57df\u4e0e\u5404\u79cd\u7ec4\u7ec7\u5f00\u5c55\u7684\u5b9e\u9645\u64cd\u4f5c\u5de5\u4f5c\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u6d1e\u5bdf\u529b\u3002\u5728\u5206\u6790\u6211\u4eec\u7684\u7814\u7a76\u7ed3\u679c\u65f6\uff0c\u6211\u4eec\u53d1\u73b0\u4e86\u4e00\u4e9b\u6838\u5fc3\u4e3b\u9898\uff0c\u8fd9\u4e9b\u4e3b\u9898\u5c31\u662f\u5bfc\u81f4\u4eba\u5de5\u667a\u80fd\u548c\u6570\u5b57\u5316\u8f6c\u578b\u9879\u76ee\u9047\u5230\u969c\u788d\u7684\u95ee\u9898\u3002\u6211\u4eec\u8ba4\u4e3a\uff0c\u8981\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u6bcf\u4e2a\u9879\u76ee\u90fd\u5fc5\u987b\u91c7\u7528\u4ee5\u4e0b\u4e09\u79cd\u505a\u6cd5\uff1a<\/p>\n<\/div>

1.\u89c4\u6a21\u521b\u65b0<\/h6><\/div>

POC \u9879\u76ee\u5f80\u5f80\u662f\u5b64\u7acb\u8fdb\u884c\u7684\uff0c\u76ee\u7684\u662f\u8bc1\u660e\u67d0\u4e9b\u4e8b\u60c5\u662f\u53ef\u4ee5\u505a\u5230\u7684\u3002\u521d\u59cb\u9879\u76ee\u7684\u7ed3\u675f\u5c31\u51b3\u5b9a\u4e86\u9879\u76ee\u7684\u6210\u529f\u4e0e\u5426\uff0c\u800c\u4e0d\u8003\u8651\u662f\u5426\u80fd\u6709\u6548\u5730\u5229\u7528\u8fd9\u4e00\u60f3\u6cd5\u6765\u6ee1\u8db3\u6574\u4e2a\u7ec4\u7ec7\u7684\u9700\u6c42\u3002.<\/p>\n<\/div>

\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u771f\u6b63\u6210\u529f\u7684\u521b\u65b0\u5305\u62ec\u5c06\u84dd\u56fe\u7684\u53ef\u6269\u5c55\u6027\u8003\u8651\u5728\u5185\u7684\u8861\u91cf\u6807\u51c6\uff1b\u8fd9\u91c7\u7528\u4e86\u4e00\u79cd\u4e1a\u52a1\u5173\u952e\u578b\u601d\u7ef4\uff0c\u8981\u6c42\u9879\u76ee\u8bc1\u660e\uff0c\u9664\u4e86\u5b9e\u73b0\u6838\u5fc3\u76ee\u6807\u5916\uff0c\u89c4\u6a21\u4e5f\u662f\u4e00\u4e2a\u5148\u51b3\u6761\u4ef6\u3002.<\/p>\n<\/div>

\u4f8b\u5982\uff0c\u5c06\u4e24\u4e2a\u56fd\u5bb6\u7eb3\u5165\u4e00\u4e2a POC\uff0c\u5e76\u6839\u636e\u5176\u662f\u5426\u5b9e\u73b0\u4e86\u4e24\u4e2a\u5730\u533a\u7684\u76ee\u6807\u6765\u8bc4\u5224\u5176\u6210\u6548\uff0c\u8fd9\u6837\u5c31\u80fd\u81ea\u52a8\u589e\u52a0\u6df1\u5ea6\u548c\u8986\u76d6\u9762\u3002\u6211\u4eec\u4f1a\u627e\u51fa\u4e24\u4e2a\u9879\u76ee\u6d41\u4e4b\u95f4\u7684\u5f02\u540c\uff0c\u5e76\u6839\u636e\u8fd9\u4e9b\u6d1e\u5bdf\u529b\u6765\u786e\u5b9a\u5982\u4f55\u4ee5\u6700\u4f73\u65b9\u5f0f\u5411\u4e0b\u4e00\u4e2a\u5730\u533a\u6269\u5c55\u3002\u4f5c\u4e3a POC \u7684\u4e00\u90e8\u5206\uff0c\u6d41\u7a0b\u548c\u7ed3\u6784\u5df2\u7ecf\u5f97\u5230\u5f00\u53d1\u548c\u9a8c\u8bc1\uff1b\u5f53\u9879\u76ee\u5f00\u59cb\u8fdb\u884c\u66f4\u5e7f\u6cdb\u7684\u6574\u5408\u65f6\uff0c\u57fa\u7840\u5df2\u7ecf\u6253\u597d\u3002.<\/p>\n<\/div>

2.\u957f\u671f\u7684\u6b63\u786e\u6280\u80fd\u7ec4\u5408<\/h6><\/div>

\u8981\u5b9e\u73b0\u53ef\u6269\u5c55\u7684\u5b9e\u65bd\uff0c\u5c31\u5fc5\u987b\u6253\u7834\u7ec4\u7ec7\u5185\u90e8\u4f20\u7edf\u4e0a\u5b58\u5728\u7684 \"\u5b64\u5c9b\"\uff0c\u65e0\u8bba\u662f\u4e1a\u52a1\u4e0e IT\u3001\u4e1a\u52a1\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u7b49\u4e4b\u95f4\u7684 \"\u5b64\u5c9b\"\u3002.<\/p>\n<\/div>

\u8981\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u9700\u8981\u4e00\u4e2a\u591a\u5b66\u79d1\u56e2\u961f\uff0c\u5176\u4e2d\u5305\u62ec data \u79d1\u5b66\u5bb6\uff08\u6570\u5b66\u5bb6\uff09\u3001\u4ea7\u54c1\u7ecf\u7406\/\u6240\u6709\u8005\uff08\u4ece\u4e1a\u52a1\u89d2\u5ea6\u51fa\u53d1\uff09\u3001\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u5e08\uff08\u63d0\u4f9b IT \u6280\u80fd\uff09\u4ee5\u53ca\u5177\u5907\u826f\u597d ML \u8fd0\u8425\uff08MLOps\uff09\u77e5\u8bc6\u7684\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u5de5\u7a0b\u5e08\uff08\u63d0\u4f9b\u5927\u89c4\u6a21\u7f16\u7801\uff09\u3002\u4f46\u662f\uff0c\u6570\u5b57\u5316\u8f6c\u578b\u6bd4\u6b63\u786e\u7684\u6280\u80fd\u7ec4\u5408\u66f4\u6df1\u5c42\u6b21\u3002.<\/p>\n<\/div>

\u6bcf\u9879\u6280\u80fd\u90fd\u9700\u8981\u878d\u5165\u9879\u76ee\u7684\u6bcf\u4e2a\u9636\u6bb5\uff0c\u4ece\u7b2c\u4e00\u5929\u5230\u9879\u76ee\u7ed3\u675f\uff0c\u751a\u81f3\u66f4\u957f\u7684\u65f6\u95f4\uff08\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u5e08\u548c ML \u5de5\u7a0b\u5e08\u7684\u89d2\u8272\u5f80\u5f80\u88ab\u7701\u7565\uff0c\u6216\u5728\u505a\u51fa\u5173\u952e\u51b3\u7b56\u540e\u624d\u5f15\u5165\uff09\u3002\u4e1a\u52a1\u8fde\u7eed\u6027\u8981\u6c42\u5728 POC \u56e2\u961f\u79bb\u5f00\u4e4b\u524d\uff0c\u5bf9\u8d1f\u8d23\u65e5\u5e38\u5b9e\u65bd\u5de5\u4f5c\u7684\u4eba\u5458\u8fdb\u884c\u57f9\u8bad\u3002\u4e00\u4e2a\u9879\u76ee\u7684\u751f\u547d\u529b\u5728\u4e8e\u5b83\u80fd\u5426\u957f\u671f\u5d4c\u5165\u6574\u4e2a\u7ec4\u7ec7\u3002.<\/p>\n<\/div>

3.\u53ef\u8f6c\u8ba9\u5de5\u5177<\/h6><\/div>

POC \u56e2\u961f\u7ed3\u675f\u540e\uff0c\u9879\u76ee\u7684\u751f\u5b58\u4e5f\u9700\u8981\u6b63\u786e\u7684\u6280\u672f\u3002\u521b\u65b0\u9700\u8981\u4e00\u4e2a\u914d\u5957\u7684 \u2018\u5de5\u5177\u7bb1\u2019\uff0c\u4ece\u4e00\u5f00\u59cb\u5c31\u8ba1\u5212\u597d\u4e86\uff0c\u76ee\u7684\u662f\u5728\u5168\u4f01\u4e1a\u8303\u56f4\u5185\u63a8\u5e7f\u548c\u957f\u671f\u7ef4\u62a4\uff08\u540c\u65f6\u5bf9\u4f7f\u7528\u8fd9\u4e9b\u5de5\u5177\u7684\u4eba\u5458\u8fdb\u884c\u57f9\u8bad\uff09\u3002.<\/p>\n<\/div>

\u516c\u53f8\u9700\u8981\u5927\u91cf\u9884\u7b97\u548c\u8f83\u957f\u7684\u51c6\u5907\u65f6\u95f4\u6765\u6784\u5efa\u6216\u8d2d\u4e70\u5927\u578b\u7ec4\u7ec7 IT \u89e3\u51b3\u65b9\u6848\u7684\u65f6\u4ee3\u5df2\u7ecf\u4e00\u53bb\u4e0d\u590d\u8fd4\u4e86\u3002cloud \u6280\u672f\u548c\u670d\u52a1\uff08\u5982\u8c37\u6b4c AppSheet \u548c Apigee\uff09\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u4f7f\u5f97\u4e3a\u624b\u5934\u9879\u76ee\u5b9a\u5236\u5de5\u5177\u548c\u8f6f\u4ef6\u7684\u5f00\u53d1\u53d8\u5f97\u5feb\u901f\u3001\u7b80\u5355\u4e14\u7ecf\u6d4e\u9ad8\u6548\uff0c\u8fd9\u4e9b\u5de5\u5177\u548c\u8f6f\u4ef6\u53ef\u5728\u521d\u59cb\u9879\u76ee\u6269\u5927\u65f6\u6839\u636e\u9700\u8981\u8fdb\u884c\u90e8\u7f72\u3002.<\/p>\n<\/div>

\u6570\u5b57\u5316\u8f6c\u578b\u975e\u5e38\u590d\u6742<\/h2><\/div>

\u5bf9\u4e8e\u4e00\u4e2a\u6f5c\u5728\u7684\u590d\u6742\u95ee\u9898\u6765\u8bf4\uff0c\u8fd9\u4e9b\u51c6\u5219\u53ef\u80fd\u663e\u5f97\u8fc7\u4e8e\u7b80\u5355\uff0c\u4f46\u6211\u4eec\u5374\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u770b\u5230\u4e86\u5ffd\u7565\u8fd9\u4e9b\u51c6\u5219\u7684\u7ed3\u679c\u3002\u597d\u6d88\u606f\u662f\uff0c\u6709\u6548\u7684\u4eba\u5de5\u667a\u80fd\u548c\u6570\u5b57\u5316\u8f6c\u578b\u5e76\u975e\u9065\u4e0d\u53ef\u53ca\uff1b\u4f46\u5b83\u9700\u8981\u826f\u597d\u7684\u4e1a\u52a1\u7ba1\u7406\u3001\u6d41\u7a0b\u548c\u7eaa\u5f8b\uff0c\u4ee5\u53ca\u6d1e\u5bdf\u5168\u5c40\u7684\u80fd\u529b\uff0c\u5e76\u7406\u89e3\u4e3a\u4ec0\u4e48\u8fd9\u5bf9\u4f01\u4e1a\u7684\u6574\u4f53\u6210\u529f\u81f3\u5173\u91cd\u8981\u3002.<\/p>\n<\/div><\/div><\/div><\/div><\/article>

\u6587\u7ae0\u6700\u521d\u7531 Consultancy.eu \u53d1\u5e03<\/p>\n<\/div>

\u67e5\u770b\u6587\u7ae0<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/p>","protected":false},"excerpt":{"rendered":"

2021 \u5e74 4 \u6708 19 \u65e5
\n\u968f\u7740\u4f01\u4e1a\u4e0d\u65ad\u5bfb\u6c42\u66f4\u4f18\u3001\u66f4\u5feb\u6377\u3001\u66f4\u667a\u80fd\u7684\u8fd0\u8425\u65b9\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6b63\u65e5\u76ca\u6210\u4e3a\u4f01\u4e1a\u65e5\u5e38\u7528\u8bed\u7684\u4e00\u90e8\u5206\u3002\u4f46\u5c3d\u7ba1\u4eba\u5de5\u667a\u80fd\u524d\u666f\u5e7f\u9614\uff0c\u5927\u591a\u6570\u76f8\u5173\u4e3e\u63aa\u5374\u65e0\u6cd5\u5e26\u6765\u5b9e\u9645\u7684\u5546\u4e1a\u6210\u679c\u3002.<\/p>","protected":false},"featured_media":60172,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035],"blog-language":[2991],"class_list":["post-60173","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\/60173","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\/60172"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=60173"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=60173"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=60173"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}