{"id":76960,"date":"2026-02-23T17:33:31","date_gmt":"2026-02-23T09:33:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/76960.html"},"modified":"2026-02-23T17:33:31","modified_gmt":"2026-02-23T09:33:31","slug":"%e6%8f%ad%e7%a7%98%e5%a4%a7%e5%8e%82%e6%99%ba%e8%83%bd%e7%94%9f%e4%ba%a7%e8%b0%83%e5%ba%a6ai%e7%b3%bb%e7%bb%9f%e6%9e%b6%e6%9e%84%ef%bc%9a%e6%9e%b6%e6%9e%84%e5%b8%88%e6%8b%86%e8%a7%a3%e4%b8%ad%e5%8f%b0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/76960.html","title":{"rendered":"\u63ed\u79d8\u5927\u5382\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6AI\u7cfb\u7edf\u67b6\u6784\uff1a\u67b6\u6784\u5e08\u62c6\u89e3\u4e2d\u53f0\u5316\u8bbe\u8ba13\u5927\u4f18\u52bf"},"content":{"rendered":"<h2>\u63ed\u79d8\u5927\u5382\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6AI\u7cfb\u7edf\u67b6\u6784&#xff1a;\u67b6\u6784\u5e08\u62c6\u89e3\u4e2d\u53f0\u5316\u8bbe\u8ba13\u5927\u4f18\u52bf<\/h2>\n<h3>\u4e00\u3001\u5f15\u8a00&#xff1a;\u4e3a\u4ec0\u4e48\u8bf4\u751f\u4ea7\u8c03\u5ea6\u662f\u5236\u9020\u4e1a\u7684\u201c\u795e\u7ecf\u4e2d\u67a2\u201d&#xff1f;<\/h3>\n<h4>1. 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\u4e3a\u4ec0\u4e48\u4e2d\u53f0\u5316\u662f\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6\u7684\u201c\u7834\u5c40\u5173\u952e\u201d&#xff1f;<\/h4>\n<p>\u6839\u636eGartner 2023\u5e74\u62a5\u544a&#xff0c;60%\u7684\u5236\u9020\u4f01\u4e1a\u5c06\u57282025\u5e74\u524d\u91c7\u7528\u4e2d\u53f0\u5316\u67b6\u6784\u6784\u5efa\u667a\u80fd\u751f\u4ea7\u7cfb\u7edf&#xff0c;\u800c\u5176\u4e2d85%\u7684\u4f01\u4e1a\u4f1a\u5c06\u751f\u4ea7\u8c03\u5ea6\u4f5c\u4e3a\u4e2d\u53f0\u5316\u7684\u6838\u5fc3\u573a\u666f\u3002<\/p>\n<p>\u5927\u5382\u7684\u5b9e\u8df5\u5df2\u7ecf\u66b4\u9732\u4e86\u4f20\u7edf\u67b6\u6784\u7684\u81f4\u547d\u7f3a\u9677&#xff1a;\u65e0\u6cd5\u652f\u6491AI\u65f6\u4ee3\u7684\u751f\u4ea7\u8c03\u5ea6\u9700\u6c42\u3002\u800c\u4e2d\u53f0\u5316\u8bbe\u8ba1\u7684\u6838\u5fc3\u903b\u8f91\u662f\u2014\u2014\u5c06\u901a\u7528\u80fd\u529b\u62bd\u8c61\u51fa\u6765&#xff0c;\u5f62\u6210\u53ef\u590d\u7528\u7684\u201c\u4e2d\u95f4\u5c42\u201d&#xff0c;\u8ba9\u524d\u7aef\u4e1a\u52a1&#xff08;\u5982\u4e0d\u540c\u5de5\u5382\u3001\u4e0d\u540c\u4ea7\u54c1\u7ebf&#xff09;\u80fd\u5feb\u901f\u8c03\u7528\u8fd9\u4e9b\u80fd\u529b&#xff0c;\u5b9e\u73b0\u201c\u4e00\u6b21\u5efa\u8bbe&#xff0c;\u591a\u6b21\u590d\u7528\u201d\u3002<\/p>\n<p>\u672c\u6587\u5c06\u7ed3\u5408\u67d0\u5934\u90e8\u5bb6\u7535\u5927\u5382&#xff08;\u4ee5\u4e0b\u7b80\u79f0\u201cX\u5382\u201d&#xff09;\u548c\u67d0\u65b0\u80fd\u6e90\u6c7d\u8f66\u5927\u5382&#xff08;\u4ee5\u4e0b\u7b80\u79f0\u201cY\u5382\u201d&#xff09;\u7684\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6AI\u7cfb\u7edf\u67b6\u6784&#xff0c;\u62c6\u89e3\u4e2d\u53f0\u5316\u8bbe\u8ba1\u76843\u5927\u6838\u5fc3\u4f18\u52bf&#xff1a;<\/p>\n<ul>\n<li>\u8d44\u6e90\u6574\u5408&#xff1a;\u6253\u7834\u6570\u636e\u4e0e\u80fd\u529b\u7684\u201c\u5b64\u5c9b\u201d&#xff0c;\u5b9e\u73b0\u5168\u94fe\u8def\u53ef\u89c6\u5316&#xff1b;<\/li>\n<li>\u5feb\u901f\u8fed\u4ee3&#xff1a;\u8ba9AI\u6a21\u578b\u4e0e\u4e1a\u52a1\u7b56\u7565\u201c\u968f\u9700\u800c\u53d8\u201d&#xff0c;\u7f29\u77ed\u521b\u65b0\u5468\u671f&#xff1b;<\/li>\n<li>\u67d4\u6027\u9002\u914d&#xff1a;\u652f\u6491\u591a\u573a\u666f\u3001\u591a\u5de5\u5382\u7684\u4e2a\u6027\u5316\u9700\u6c42&#xff0c;\u5e94\u5bf9\u4e0d\u786e\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<h3>\u4e8c\u3001\u57fa\u7840\u77e5\u8bc6\u94fa\u57ab&#xff1a;\u5148\u641e\u61c2\u8fd9\u4e24\u4e2a\u6838\u5fc3\u6982\u5ff5<\/h3>\n<p>\u5728\u6df1\u5165\u67b6\u6784\u4e4b\u524d&#xff0c;\u6211\u4eec\u9700\u8981\u660e\u786e\u4e24\u4e2a\u5173\u952e\u6982\u5ff5&#xff0c;\u907f\u514d\u540e\u7eed\u8ba8\u8bba\u51fa\u73b0\u6b67\u4e49&#xff1a;<\/p>\n<h4>1. \u4ec0\u4e48\u662f\u201c\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6AI\u7cfb\u7edf\u201d&#xff1f;<\/h4>\n<p>\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6AI\u7cfb\u7edf\u662f\u57fa\u4e8eAI\u7b97\u6cd5&#xff08;\u5982\u9057\u4f20\u7b97\u6cd5\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60&#xff09;&#xff0c;\u7ed3\u5408\u751f\u4ea7\u6570\u636e&#xff08;\u5982\u8ba2\u5355\u3001\u8bbe\u5907\u3001\u5e93\u5b58\u3001\u4eba\u5458&#xff09;&#xff0c;\u81ea\u52a8\u751f\u6210\u6700\u4f18\u751f\u4ea7\u8ba1\u5212\u4e0e\u8c03\u5ea6\u65b9\u6848\u7684\u7cfb\u7edf\u3002\u5176\u6838\u5fc3\u76ee\u6807\u662f&#xff1a;<\/p>\n<ul>\n<li>\u6700\u5927\u5316\u8bbe\u5907\u5229\u7528\u7387&#xff08;\u51cf\u5c11\u505c\u673a\u65f6\u95f4&#xff09;&#xff1b;<\/li>\n<li>\u6700\u5c0f\u5316\u751f\u4ea7\u5468\u671f&#xff08;\u5feb\u901f\u4ea4\u4ed8\u8ba2\u5355&#xff09;&#xff1b;<\/li>\n<li>\u4f18\u5316\u5e93\u5b58\u6c34\u5e73&#xff08;\u964d\u4f4e\u79ef\u538b\u4e0e\u77ed\u7f3a&#xff09;&#xff1b;<\/li>\n<li>\u63d0\u5347\u51c6\u65f6\u4ea4\u8d27\u7387&#xff08;\u6ee1\u8db3\u5ba2\u6237\u9700\u6c42&#xff09;\u3002<\/li>\n<\/ul>\n<p>\u4e0e\u4f20\u7edf\u8c03\u5ea6\u7cfb\u7edf\u7684\u533a\u522b\u5728\u4e8e&#xff1a;<\/p>\n<table>\n<tr>\u7ef4\u5ea6\u4f20\u7edf\u8c03\u5ea6\u7cfb\u7edf\u667a\u80fd\u8c03\u5ea6AI\u7cfb\u7edf<\/tr>\n<tbody>\n<tr>\n<td>\u51b3\u7b56\u903b\u8f91<\/td>\n<td>\u89c4\u5219\u5f15\u64ce&#043;\u4eba\u5de5\u7ecf\u9a8c<\/td>\n<td>AI\u7b97\u6cd5&#xff08;\u9884\u6d4b&#043;\u4f18\u5316&#xff09;<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5904\u7406<\/td>\n<td>\u624b\u5de5\u6c47\u603b&#043;\u9759\u6001\u6570\u636e<\/td>\n<td>\u5b9e\u65f6\u6570\u636e\u6574\u5408&#043;\u52a8\u6001\u66f4\u65b0<\/td>\n<\/tr>\n<tr>\n<td>\u9002\u5e94\u80fd\u529b<\/td>\n<td>\u56fa\u5b9a\u573a\u666f&#xff08;\u5982\u5355\u4e00\u4ea7\u54c1\u3001\u5355\u4e00\u5de5\u5382&#xff09;<\/td>\n<td>\u591a\u573a\u666f&#xff08;\u5982\u591a\u4ea7\u54c1\u3001\u591a\u5de5\u5382\u3001\u7a81\u53d1\u60c5\u51b5&#xff09;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>2. \u4ec0\u4e48\u662f\u201c\u4e2d\u53f0\u5316\u8bbe\u8ba1\u201d&#xff1f;<\/h4>\n<p>\u4e2d\u53f0\u5316\u8bbe\u8ba1\u7684\u672c\u8d28\u662f**\u201c\u80fd\u529b\u590d\u7528\u201d&#xff0c;\u5c06\u4f01\u4e1a\u7684\u901a\u7528\u4e1a\u52a1\u80fd\u529b\u3001\u6570\u636e\u80fd\u529b\u3001AI\u80fd\u529b\u62bd\u8c61\u51fa\u6765&#xff0c;\u5f62\u6210\u4e1a\u52a1\u4e2d\u53f0\u3001\u6570\u636e\u4e2d\u53f0\u3001AI\u4e2d\u53f0**\u4e09\u5927\u6838\u5fc3\u6a21\u5757&#xff0c;\u652f\u6491\u524d\u7aef\u4e1a\u52a1\u7684\u5feb\u901f\u521b\u65b0\u3002<\/p>\n<p>\u5bf9\u4e8e\u667a\u80fd\u751f\u4ea7\u8c03\u5ea6\u7cfb\u7edf\u800c\u8a00&#xff0c;\u4e2d\u53f0\u5316\u67b6\u6784\u7684\u6838\u5fc3\u5206\u5c42\u5982\u4e0b&#xff08;\u4ee5X\u5382\u4e3a\u4f8b&#xff09;&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u4e2d\u53f0&#xff1a;\u6574\u5408ERP&#xff08;\u4f01\u4e1a\u8d44\u6e90\u8ba1\u5212&#xff09;\u3001MES&#xff08;\u5236\u9020\u6267\u884c\u7cfb\u7edf&#xff09;\u3001IoT&#xff08;\u7269\u8054\u7f51&#xff09;\u3001WMS&#xff08;\u4ed3\u5e93\u7ba1\u7406\u7cfb\u7edf&#xff09;\u7b49\u6570\u636e\u6e90&#xff0c;\u63d0\u4f9b\u5168\u94fe\u8def\u6570\u636e\u670d\u52a1&#xff08;\u5982\u8ba2\u5355\u6570\u636e\u3001\u8bbe\u5907\u72b6\u6001\u6570\u636e\u3001\u5e93\u5b58\u6570\u636e\u7684\u5b9e\u65f6\u67e5\u8be2\u4e0e\u5206\u6790&#xff09;&#xff1b;<\/li>\n<li>AI\u4e2d\u53f0&#xff1a;\u5c01\u88c5\u9884\u6d4b\u6a21\u578b&#xff08;\u5982\u9700\u6c42\u9884\u6d4b\u3001\u8bbe\u5907\u6545\u969c\u9884\u6d4b&#xff09;\u3001\u4f18\u5316\u6a21\u578b&#xff08;\u5982\u751f\u4ea7\u6392\u7a0b\u3001\u8d44\u6e90\u5206\u914d&#xff09;&#xff0c;\u63d0\u4f9b\u53ef\u8c03\u7528\u7684AI\u670d\u52a1&#xff08;\u5982\u201c\u52a8\u6001\u6392\u7a0bAPI\u201d\u3001\u201c\u9700\u6c42\u9884\u6d4bAPI\u201d&#xff09;&#xff1b;<\/li>\n<li>\u4e1a\u52a1\u4e2d\u53f0&#xff1a;\u62bd\u8c61\u751f\u4ea7\u8c03\u5ea6\u7684\u901a\u7528\u6d41\u7a0b&#xff08;\u5982\u8ba2\u5355\u62c6\u5206\u3001\u6392\u7a0b\u8ba1\u7b97\u3001\u8c03\u5ea6\u6267\u884c&#xff09;&#xff0c;\u63d0\u4f9b\u6807\u51c6\u5316\u4e1a\u52a1\u670d\u52a1&#xff08;\u5982\u201c\u8ba2\u5355\u4f18\u5148\u7ea7\u7ba1\u7406\u201d\u3001\u201c\u8bbe\u5907\u5206\u914d\u7b56\u7565\u201d&#xff09;&#xff1b;<\/li>\n<li>\u524d\u7aef\u5e94\u7528&#xff1a;\u9488\u5bf9\u4e0d\u540c\u5de5\u5382\u3001\u4e0d\u540c\u4ea7\u54c1\u7ebf\u7684\u4e2a\u6027\u5316\u9700\u6c42&#xff0c;\u6784\u5efa\u573a\u666f\u5316\u8c03\u5ea6\u5e94\u7528&#xff08;\u5982\u201c\u79bb\u6563\u5236\u9020\u5de5\u5382\u8c03\u5ea6\u7cfb\u7edf\u201d\u3001\u201c\u6d41\u7a0b\u5236\u9020\u5de5\u5382\u8c03\u5ea6\u7cfb\u7edf\u201d&#xff09;\u3002<\/li>\n<\/ul>\n<h3>\u4e09\u3001\u6838\u5fc3\u62c6\u89e3&#xff1a;\u4e2d\u53f0\u5316\u8bbe\u8ba1\u76843\u5927\u4f18\u52bf<\/h3>\n<h4>\u4f18\u52bf1&#xff1a;\u8d44\u6e90\u6574\u5408\u2014\u2014\u6253\u7834\u201c\u6570\u636e\u5b64\u5c9b\u201d\u4e0e\u201c\u80fd\u529b\u5b64\u5c9b\u201d&#xff0c;\u5b9e\u73b0\u5168\u94fe\u8def\u53ef\u89c6\u5316<\/h4>\n<h5>&#xff08;1&#xff09;\u4f20\u7edf\u8c03\u5ea6\u7cfb\u7edf\u7684\u201c\u6570\u636e\u75db\u70b9\u201d<\/h5>\n<p>\u5728\u4f20\u7edf\u5236\u9020\u4f01\u4e1a\u4e2d&#xff0c;\u751f\u4ea7\u6570\u636e\u5206\u6563\u572810&#043;\u4e2a\u7cfb\u7edf\u4e2d&#xff1a;<\/p>\n<ul>\n<li>\u8ba2\u5355\u6570\u636e\u5728ERP\u7cfb\u7edf&#xff1b;<\/li>\n<li>\u8bbe\u5907\u72b6\u6001\u6570\u636e\u5728MES\u7cfb\u7edf&#xff1b;<\/li>\n<li>\u539f\u6750\u6599\u5e93\u5b58\u6570\u636e\u5728WMS\u7cfb\u7edf&#xff1b;<\/li>\n<li>IoT\u6570\u636e&#xff08;\u5982\u8bbe\u5907\u6e29\u5ea6\u3001\u80fd\u8017&#xff09;\u5728\u8fb9\u7f18\u8ba1\u7b97\u7f51\u5173&#xff1b;<\/li>\n<li>\u5de5\u4eba\u6392\u73ed\u6570\u636e\u5728HR\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<p>\u8c03\u5ea6\u5458\u8981\u5236\u5b9a\u4e00\u4e2a\u751f\u4ea7\u8ba1\u5212&#xff0c;\u9700\u8981\u624b\u52a8\u4ece5\u4e2a\u7cfb\u7edf\u5bfc\u51fa\u6570\u636e&#xff0c;\u518d\u7528Excel\u6574\u5408&#xff0c;\u8fd9\u4e2a\u8fc7\u7a0b\u901a\u5e38\u9700\u89812-3\u5c0f\u65f6\u3002\u66f4\u81f4\u547d\u7684\u662f&#xff0c;\u6570\u636e\u66f4\u65b0\u4e0d\u53ca\u65f6\u2014\u2014\u5f53\u8bbe\u5907\u53d1\u751f\u6545\u969c\u65f6&#xff0c;MES\u7cfb\u7edf\u7684\u72b6\u6001\u66f4\u65b0\u9700\u898115\u5206\u949f&#xff0c;\u800c\u8c03\u5ea6\u5458\u62ff\u5230\u6570\u636e\u65f6&#xff0c;\u5df2\u7ecf\u9519\u8fc7\u4e86\u6700\u4f73\u8c03\u6574\u65f6\u673a\u3002<\/p>\n<h5>&#xff08;2&#xff09;\u4e2d\u53f0\u5316\u5982\u4f55\u89e3\u51b3\u201c\u6570\u636e\u5b64\u5c9b\u201d&#xff1f;<\/h5>\n<p>X\u5382\u7684\u6570\u636e\u4e2d\u53f0\u7ed9\u51fa\u4e86\u7b54\u6848&#xff1a;\u201c\u5168\u94fe\u8def\u6570\u636e\u6574\u5408&#043;\u5b9e\u65f6\u6570\u636e\u670d\u52a1\u201d\u3002<\/p>\n<p>\u5176\u6570\u636e\u4e2d\u53f0\u7684\u6838\u5fc3\u67b6\u6784\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u6e90\u5c42&#xff1a;\u5bf9\u63a5ERP\u3001MES\u3001IoT\u3001WMS\u3001HR\u7b4912\u4e2a\u7cfb\u7edf&#xff0c;\u901a\u8fc7CDC&#xff08;\u53d8\u66f4\u6570\u636e\u6355\u83b7&#xff09;\u6280\u672f\u5b9e\u65f6\u540c\u6b65\u6570\u636e&#xff08;\u5982\u8bbe\u5907\u72b6\u6001\u53d8\u5316\u3001\u8ba2\u5355\u4fee\u6539&#xff09;&#xff1b;<\/li>\n<li>\u6570\u636e\u96c6\u6210\u5c42&#xff1a;\u7528Flink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Lake&#xff09;\u5b58\u50a8\u539f\u59cb\u6570\u636e&#xff0c;\u7528\u6570\u636e\u4ed3\u5e93&#xff08;Snowflake&#xff09;\u5b58\u50a8\u7ed3\u6784\u5316\u6570\u636e&#xff08;\u5982\u8ba2\u5355\u6c47\u603b\u8868\u3001\u8bbe\u5907\u72b6\u6001\u8868&#xff09;&#xff1b;<\/li>\n<li>\u6570\u636e\u670d\u52a1\u5c42&#xff1a;\u901a\u8fc7API\u7f51\u5173\u63d0\u4f9b\u6807\u51c6\u5316\u6570\u636e\u670d\u52a1&#xff08;\u5982\u201c\u83b7\u53d6\u5b9e\u65f6\u8bbe\u5907\u72b6\u6001\u201d\u3001\u201c\u67e5\u8be2\u8ba2\u5355\u8fdb\u5ea6\u201d&#xff09;&#xff0c;\u652f\u6491\u524d\u7aef\u5e94\u7528\u7684\u5feb\u901f\u8c03\u7528\u3002<\/li>\n<\/ul>\n<p>\u6548\u679c&#xff1a;X\u5382\u7684\u6570\u636e\u4e2d\u53f0\u6574\u5408\u4e86100&#043;\u4e2a\u6570\u636e\u6e90&#xff0c;\u5b9e\u73b0\u4e8695%\u7684\u6570\u636e\u5b9e\u65f6\u540c\u6b65&#xff08;\u5ef6\u8fdf\u226410\u79d2&#xff09;&#xff0c;\u8c03\u5ea6\u5458\u65e0\u9700\u624b\u52a8\u6c47\u603b\u6570\u636e&#xff0c;\u901a\u8fc7\u6570\u636e\u4e2d\u53f0\u7684\u53ef\u89c6\u5316 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