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class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81AI%E5%A6%82%E4%BD%95%E9%A2%A0%E8%A6%86%E6%B8%B8%E6%88%8F%E8%A7%84%E5%88%99%EF%BC%9A%E9%87%8D%E6%9E%84ERP%E9%87%87%E8%B4%AD%E9%A2%84%E6%B5%8B%E7%9A%84%E6%A0%B8%E5%BF%83%E6%9C%BA%E5%88%B6\"><\/span>\u4e8c\u3001AI\u5982\u4f55\u98a0\u8986\u6e38\u620f\u89c4\u5219\uff1a\u91cd\u6784ERP\u91c7\u8d2d\u9884\u6d4b\u7684\u6838\u5fc3\u673a\u5236<span 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id=\"1_%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%EF%BC%9A%E4%BB%8E%E2%80%9C%E4%BA%8B%E5%90%8E%E5%BD%92%E5%9B%A0%E2%80%9D%E5%88%B0%E2%80%9C%E4%BA%8B%E5%89%8D%E6%B4%9E%E5%AF%9F%E2%80%9D\"><\/span>1. \u673a\u5668\u5b66\u4e60\uff1a\u4ece\u201c\u4e8b\u540e\u5f52\u56e0\u201d\u5230\u201c\u4e8b\u524d\u6d1e\u5bdf\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u673a\u5668\u5b66\u4e60\u662fAI\u5b9e\u73b0\u7cbe\u51c6\u9884\u6d4b\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u4e0e\u4f20\u7edf\u7edf\u8ba1\u6a21\u578b\u9884\u8bbe\u56fa\u5b9a\u5173\u7cfb\uff08\u5982\u7ebf\u6027\u5173\u7cfb\uff09\u4e0d\u540c\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5c24\u5176\u662f\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff08\u5982ARIMA\u3001Prophet\uff09\u548c\u56de\u5f52\u6a21\u578b\uff08\u5982\u68af\u5ea6\u63d0\u5347\u6811XGBoost\u3001\u968f\u673a\u68ee\u6797\uff09\uff0c\u80fd\u591f\u81ea\u4e3b\u5730\u4ece\u6d77\u91cf\u3001\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u4e2d\u5b66\u4e60\u590d\u6742\u7684\u3001\u975e\u7ebf\u6027\u7684\u5173\u8054\u6a21\u5f0f\u3002<\/p>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u7cfb\u7edf\u4e0d\u518d\u4ec5\u4ec5\u4f9d\u8d56\u201c\u5386\u53f2\u9500\u91cf\u201d\u8fd9\u5355\u4e00\u7ef4\u5ea6\u3002\u5b83\u53ef\u4ee5\u540c\u65f6\u5206\u6790\u5386\u53f2\u9500\u91cf\u3001\u5b63\u8282\u6027\u5468\u671f\u3001\u8282\u5047\u65e5\u6548\u5e94\u3001\u4fc3\u9500\u6d3b\u52a8\u8bb0\u5f55\u3001\u4ef7\u683c\u53d8\u52a8\u3001\u751a\u81f3\u662f\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\uff08\u5982PMI\u6307\u6570\uff09\u7b49\u6570\u5341\u4e0a\u767e\u4e2a\u5185\u5916\u90e8\u53d8\u91cf\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u53d8\u91cf\u4e0e\u6700\u7ec8\u9700\u6c42\u4e4b\u95f4\u7684\u590d\u6742\u5173\u7cfb\u8fdb\u884c\u5efa\u6a21\uff0c\u673a\u5668\u5b66\u4e60\u80fd\u591f\u53d1\u73b0\u4eba\u7c7b\u5206\u6790\u5e08\u96be\u4ee5\u5bdf\u89c9\u7684\u6df1\u5c42\u9a71\u52a8\u56e0\u7d20\u3002\u4f8b\u5982\uff0c\u6a21\u578b\u53ef\u80fd\u4f1a\u53d1\u73b0\uff0c\u67d0\u4e2a\u4ea7\u54c1\u7684\u9500\u91cf\u4e0d\u4ec5\u4e0e\u4e0a\u6708\u9500\u91cf\u6709\u5173\uff0c\u8fd8\u4e0e\u7279\u5b9a\u533a\u57df\u7684\u6e29\u5ea6\u3001\u7ade\u4e89\u5bf9\u624b\u7684\u4fc3\u9500\u529b\u5ea6\u4ee5\u53ca\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u8ba8\u8bba\u70ed\u5ea6\u9ad8\u5ea6\u76f8\u5173\u3002<\/p>\n<p>\u8fd9\u79cd\u80fd\u529b\u7684\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u5c06\u5206\u6790\u7684\u7126\u70b9\u4ece\u201c\u4e8b\u60c5\u53d1\u751f\u540e\u89e3\u91ca\u539f\u56e0\u201d\uff08\u4e8b\u540e\u5f52\u56e0\uff09\u524d\u7f6e\u5230\u4e86\u201c\u6839\u636e\u9a71\u52a8\u56e0\u7d20\u9884\u6d4b\u672a\u6765\u201d\uff08\u4e8b\u524d\u6d1e\u5bdf\uff09\u3002\u5f53\u9884\u6d4b\u5230\u4e0b\u5468\u5c06\u51fa\u73b0\u4e0e\u5386\u53f2\u67d0\u6b21\u9500\u91cf\u9ad8\u5cf0\u671f\u9ad8\u5ea6\u76f8\u4f3c\u7684\u201c\u9a71\u52a8\u56e0\u5b50\u7ec4\u5408\u201d\u65f6\uff0c\u7cfb\u7edf\u5c31\u80fd\u63d0\u524d\u53d1\u51fa\u9884\u8b66\u5e76\u751f\u6210\u66f4\u7cbe\u51c6\u7684\u91c7\u8d2d\u5efa\u8bae\uff0c\u8ba9\u4f01\u4e1a\u51b3\u7b56\u8005\u62a2\u5360\u5148\u673a\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%E4%B8%8ENLP%EF%BC%9A%E6%8D%95%E6%8D%89%E9%9D%9E%E7%BB%93%E6%9E%84%E5%8C%96%E6%95%B0%E6%8D%AE%E4%B8%AD%E7%9A%84%E9%9C%80%E6%B1%82%E4%BF%A1%E5%8F%B7\"><\/span>2. \u6df1\u5ea6\u5b66\u4e60\u4e0eNLP\uff1a\u6355\u6349\u975e\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u7684\u9700\u6c42\u4fe1\u53f7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5546\u4e1a\u4e16\u754c\u4e2d\u8d85\u8fc780%\u7684\u6570\u636e\u662f\u975e\u7ed3\u6784\u5316\u7684\uff0c\u5305\u62ec\u65b0\u95fb\u62a5\u9053\u3001\u884c\u4e1a\u5206\u6790\u62a5\u544a\u3001\u793e\u4ea4\u5a92\u4f53\u8bc4\u8bba\u3001\u5ba2\u6237\u53cd\u9988\u90ae\u4ef6\u3001\u4f9b\u5e94\u5546\u516c\u544a\u7b49\u3002\u8fd9\u4e9b\u4fe1\u606f\u5305\u542b\u4e86\u5927\u91cf\u5173\u4e8e\u5e02\u573a\u8d8b\u52bf\u3001\u4f9b\u5e94\u94fe\u98ce\u9669\u548c\u6f5c\u5728\u9700\u6c42\u53d8\u5316\u7684\u5b9d\u8d35\u4fe1\u53f7\uff0c\u800c\u4f20\u7edfERP\u7cfb\u7edf\u5bf9\u6b64\u5b8c\u5168\u65e0\u80fd\u4e3a\u529b\u3002<\/p>\n<p>\u6df1\u5ea6\u5b66\u4e60\uff0c\u7279\u522b\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\u7684\u5e94\u7528\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u8fd9\u4e00\u5c40\u9762\u3002\u901a\u8fc7\u90e8\u7f72\u7f51\u7edc\u722c\u866b\u548cAPI\u63a5\u53e3\uff0cAI\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u65f6\u6293\u53d6\u5e76\u201c\u9605\u8bfb\u201d\u8fd9\u4e9b\u6d77\u91cf\u6587\u672c\u4fe1\u606f\u3002NLP\u6a21\u578b\u80fd\u591f\u7406\u89e3\u8bed\u4e49\u3001\u8bc6\u522b\u5b9e\u4f53\u3001\u5206\u6790\u60c5\u611f\u503e\u5411\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u8206\u60c5\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u793e\u4ea4\u5a92\u4f53\u548c\u7535\u5546\u8bc4\u8bba\uff0c\u7cfb\u7edf\u53ef\u4ee5\u53d1\u73b0\u6d88\u8d39\u8005\u5bf9\u67d0\u6b3e\u4ea7\u54c1\u7684\u65b0\u7528\u6cd5\u6216\u65b0\u69fd\u70b9\uff0c\u63d0\u524d\u9884\u6d4b\u9700\u6c42\u7684\u589e\u957f\u6216\u8870\u9000\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u98ce\u9669\u9884\u8b66<\/strong>\uff1a\u5f53\u7cfb\u7edf\u76d1\u6d4b\u5230\u4e3b\u8981\u4f9b\u5e94\u5546\u6240\u5728\u5730\u533a\u53d1\u5e03\u6076\u52a3\u5929\u6c14\u9884\u8b66\uff0c\u6216\u5728\u884c\u4e1a\u65b0\u95fb\u4e2d\u6355\u6349\u5230\u67d0\u4e0a\u6e38\u539f\u6599\u5382\u5546\u53d1\u751f\u751f\u4ea7\u4e8b\u6545\u65f6\uff0c\u5b83\u53ef\u4ee5\u81ea\u52a8\u8bc4\u4f30\u5bf9\u672c\u4f01\u4e1a\u4f9b\u5e94\u94fe\u7684\u6f5c\u5728\u5f71\u54cd\uff0c\u5e76\u5efa\u8bae\u63d0\u524d\u589e\u52a0\u76f8\u5173\u7269\u6599\u7684\u6218\u7565\u50a8\u5907\u3002<\/li>\n<li><strong>\u8d8b\u52bf\u53d1\u73b0<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u884c\u4e1a\u62a5\u544a\u548c\u6280\u672f\u8bba\u575b\uff0c\u7cfb\u7edf\u53ef\u4ee5\u8bc6\u522b\u51fa\u65b0\u5174\u7684\u6280\u672f\u8d8b\u52bf\u6216\u66ff\u4ee3\u6750\u6599\uff0c\u4e3a\u91c7\u8d2d\u90e8\u95e8\u7684\u957f\u671f\u6218\u7565\u89c4\u5212\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u4ece\u975e\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u63d0\u70bc\u6d1e\u5bdf\u7684\u80fd\u529b\uff0c\u4e3aERP\u91c7\u8d2d\u9884\u6d4b\u6253\u5f00\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u4fe1\u606f\u7ef4\u5ea6\uff0c\u4f7f\u5176\u80fd\u591f\u611f\u77e5\u5230\u5e02\u573a\u7684\u201c\u8109\u640f\u201d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u8bb0\u5f55\u5386\u53f2\u7684\u201c\u5fc3\u8df3\u201d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_%E8%A7%84%E5%88%99%E5%BC%95%E6%93%8E%E8%87%AA%E5%8A%A8%E5%8C%96%EF%BC%9A%E5%8A%A8%E6%80%81%E8%B0%83%E6%95%B4%E5%AE%89%E5%85%A8%E5%BA%93%E5%AD%98%E4%B8%8E%E9%87%87%E8%B4%AD%E9%98%88%E5%80%BC\"><\/span>3. \u89c4\u5219\u5f15\u64ce\u81ea\u52a8\u5316\uff1a\u52a8\u6001\u8c03\u6574\u5b89\u5168\u5e93\u5b58\u4e0e\u91c7\u8d2d\u9608\u503c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f20\u7edf\u7684\u5b89\u5168\u5e93\u5b58\u548c\u518d\u8ba2\u8d27\u70b9\uff08ROP\uff09\u5f80\u5f80\u662f\u9759\u6001\u7684\uff0c\u7531\u4eba\u5de5\u6839\u636e\u7ecf\u9a8c\u6bcf\u5b63\u5ea6\u6216\u6bcf\u5e74\u8c03\u6574\u4e00\u6b21\u3002\u8fd9\u79cd\u65b9\u5f0f\u5728\u5e94\u5bf9\u52a8\u6001\u53d8\u5316\u7684\u9700\u6c42\u548c\u4f9b\u5e94\u5468\u671f\u65f6\u663e\u5f97\u50f5\u5316\u800c\u4f4e\u6548\u3002<\/p>\n<p>AI\u9a71\u52a8\u7684\u89c4\u5219\u5f15\u64ce\u5219\u80fd\u5b9e\u73b0\u8fd9\u4e00\u8fc7\u7a0b\u7684\u81ea\u52a8\u5316\u4e0e\u52a8\u6001\u4f18\u5316\u3002\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u6301\u7eed\u9884\u6d4b\u7ed3\u679c\uff0c\u7ed3\u5408\u5b9e\u65f6\u5e93\u5b58\u6c34\u5e73\u3001\u5728\u9014\u8ba2\u5355\u3001\u4f9b\u5e94\u5546\u5e73\u5747\u4ea4\u4ed8\u5468\u671f\u53ca\u5176\u6ce2\u52a8\u6027\u7b49\u6570\u636e\uff0c\u89c4\u5219\u5f15\u64ce\u53ef\u4ee57x24\u5c0f\u65f6\u4e0d\u95f4\u65ad\u5730\u8ba1\u7b97\u5e76\u8c03\u6574\u6bcf\u4e00\u4e2aSKU\uff08\u5e93\u5b58\u5355\u4f4d\uff09\u7684\u5b89\u5168\u5e93\u5b58\u6c34\u5e73\u548c\u91c7\u8d2d\u89e6\u53d1\u9608\u503c\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5f53AI\u6a21\u578b\u9884\u6d4b\u5230\u672a\u6765\u4e24\u5468\u5185\u67d0\u4ea7\u54c1\u7684\u9700\u6c42\u5c06\u5927\u5e45\u4e0a\u6da8\uff0c\u4e14\u5176\u4e3b\u8981\u4f9b\u5e94\u5546\u7684\u4ea4\u4ed8\u5468\u671f\u56e0\u6e2f\u53e3\u62e5\u5835\u800c\u53ef\u80fd\u5ef6\u957f\u65f6\uff0c\u89c4\u5219\u5f15\u64ce\u4f1a\u81ea\u52a8\u89e6\u53d1\u4ee5\u4e0b\u64cd\u4f5c\uff1a<\/p>\n<ol>\n<li><strong>\u63d0\u9ad8\u5b89\u5168\u5e93\u5b58\u6c34\u4f4d<\/strong>\uff1a\u4e34\u65f6\u5c06\u8be5\u4ea7\u54c1\u7684\u5b89\u5168\u5e93\u5b58\u6807\u51c6\u4ece100\u4ef6\u63d0\u5347\u81f3150\u4ef6\u3002<\/li>\n<li><strong>\u8c03\u6574\u91c7\u8d2d\u9608\u503c<\/strong>\uff1a\u5c06\u89e6\u53d1\u91c7\u8d2d\u8ba2\u5355\u7684\u5e93\u5b58\u70b9\u4ece200\u4ef6\u63d0\u524d\u81f3300\u4ef6\u3002<\/li>\n<li><strong>\u751f\u6210\u91c7\u8d2d\u5efa\u8bae<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u4e00\u5f20\u91c7\u8d2d\u5efa\u8bae\u5355\uff0c\u5e76\u63a8\u9001\u7ed9\u91c7\u8d2d\u7ecf\u7406\u5ba1\u6279\u3002<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u4f01\u4e1a\u80fd\u591f\u786e\u4fdd\u5728\u9700\u6c42\u9ad8\u5cf0\u671f\u4e0d\u65ad\u8d27\uff0c\u540c\u65f6\u5728\u9700\u6c42\u5e73\u7a33\u671f\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8d44\u91d1\u5360\u7528\uff0c\u5b9e\u73b0\u5e93\u5b58\u7ba1\u7406\u7684\u7cbe\u7ec6\u5316\u4e0e\u667a\u80fd\u5316\uff0c\u5c06\u91c7\u8d2d\u51b3\u7b56\u7684\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u81f3\u5206\u949f\u7ea7\u522b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E6%9E%84%E5%BB%BAAI%E9%A9%B1%E5%8A%A8%E7%9A%84ERP%E9%87%87%E8%B4%AD%E9%A2%84%E6%B5%8B%E7%B3%BB%E7%BB%9F%EF%BC%9A%E5%9B%9B%E6%AD%A5%E6%88%98%E7%95%A5%E5%AE%9E%E6%96%BD%E6%A1%86%E6%9E%B6\"><\/span>\u4e09\u3001\u6784\u5efaAI\u9a71\u52a8\u7684ERP\u91c7\u8d2d\u9884\u6d4b\u7cfb\u7edf\uff1a\u56db\u6b65\u6218\u7565\u5b9e\u65bd\u6846\u67b6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06AI\u80fd\u529b\u6210\u529f\u878d\u5165ERP\u91c7\u8d2d\u6d41\u7a0b\uff0c\u5e76\u975e\u4e00\u8e74\u800c\u5c31\u7684\u6280\u672f\u91c7\u8d2d\uff0c\u800c\u662f\u4e00\u9879\u9700\u8981\u5468\u5bc6\u89c4\u5212\u7684\u7cfb\u7edf\u5de5\u7a0b\u3002\u4f01\u4e1a\u51b3\u7b56\u8005\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u56db\u6b65\u6218\u7565\u6846\u67b6\uff0c\u786e\u4fdd\u9879\u76ee\u7a33\u5065\u843d\u5730\u5e76\u5b9e\u73b0\u9884\u671f\u4ef7\u503c\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E7%AC%AC%E4%B8%80%E6%AD%A5%EF%BC%9A%E6%95%B0%E6%8D%AE%E6%95%B4%E5%90%88%E4%B8%8E%E6%B2%BB%E7%90%86%E2%80%94%E2%80%94%E6%9E%84%E5%BB%BA%E9%AB%98%E8%B4%A8%E9%87%8F%E2%80%9C%E7%87%83%E6%96%99%E5%BA%93%E2%80%9D\"><\/span>1. \u7b2c\u4e00\u6b65\uff1a\u6570\u636e\u6574\u5408\u4e0e\u6cbb\u7406\u2014\u2014\u6784\u5efa\u9ad8\u8d28\u91cf\u201c\u71c3\u6599\u5e93\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u6a21\u578b\u7684\u6027\u80fd\u4e0a\u9650\u53d6\u51b3\u4e8e\u8f93\u5165\u6570\u636e\u7684\u8d28\u91cf\u548c\u5e7f\u5ea6\uff0c\u6570\u636e\u662f\u9a71\u52a8AI\u5f15\u64ce\u7684\u201c\u71c3\u6599\u201d\u3002\u56e0\u6b64\uff0c\u7b2c\u4e00\u6b65\u5fc5\u987b\u662f\u6784\u5efa\u4e00\u4e2a\u7edf\u4e00\u3001\u5e72\u51c0\u3001\u5168\u9762\u7684\u6570\u636e\u57fa\u7840\u3002\u8fd9\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u5185\u90e8\u6570\u636e\u6253\u901a<\/strong>\uff1a\u5229\u7528API\u3001ETL\u7b49\u5de5\u5177\uff0c\u6253\u7834ERP\u3001CRM\u3001WMS\u3001MES\u7b49\u7cfb\u7edf\u95f4\u7684\u6570\u636e\u58c1\u5792\uff0c\u5c06\u6d89\u53ca\u91c7\u8d2d\u3001\u5e93\u5b58\u3001\u9500\u552e\u3001\u751f\u4ea7\u3001\u5ba2\u6237\u7b49\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u6574\u5408\u5230\u7edf\u4e00\u7684\u6570\u636e\u4ed3\u5e93\u6216\u6570\u636e\u6e56\u4e2d\u3002<\/li>\n<li><strong>\u5916\u90e8\u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u5efa\u7acb\u673a\u5236\uff0c\u7cfb\u7edf\u6027\u5730\u6293\u53d6\u548c\u5f15\u5165\u5bf9\u9884\u6d4b\u6709\u4ef7\u503c\u7684\u5916\u90e8\u6570\u636e\uff0c\u5982\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\u3001\u884c\u4e1a\u62a5\u544a\u3001\u793e\u4ea4\u5a92\u4f53\u8206\u60c5\u3001\u5929\u6c14\u6570\u636e\u3001\u4f9b\u5e94\u5546\u4fe1\u606f\u7b49\u3002<\/li>\n<li><strong>\u6570\u636e\u6cbb\u7406<\/strong>\uff1a\u5efa\u7acb\u4e25\u683c\u7684\u6570\u636e\u6cbb\u7406\u89c4\u8303\uff0c\u5bf9\u6574\u5408\u540e\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\uff08\u5904\u7406\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\uff09\u3001\u6807\u51c6\u5316\uff08\u7edf\u4e00\u5355\u4f4d\u3001\u683c\u5f0f\uff09\u548c\u7279\u5f81\u5de5\u7a0b\uff08\u63d0\u53d6\u6709\u6548\u4fe1\u606f\uff09\uff0c\u786e\u4fdd\u8f93\u5165\u7ed9\u6a21\u578b\u7684\u6570\u636e\u662f\u51c6\u786e\u3001\u4e00\u81f4\u4e14\u9ad8\u8d28\u91cf\u7684\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_%E7%AC%AC%E4%BA%8C%E6%AD%A5%EF%BC%9A%E6%A8%A1%E5%9E%8B%E9%80%89%E6%8B%A9%E4%B8%8E%E8%AE%AD%E7%BB%83%E2%80%94%E2%80%94%E5%8C%B9%E9%85%8D%E4%B8%9A%E5%8A%A1%E5%9C%BA%E6%99%AF%E7%9A%84%E7%AE%97%E6%B3%95%E6%A0%B8%E5%BF%83\"><\/span>2. \u7b2c\u4e8c\u6b65\uff1a\u6a21\u578b\u9009\u62e9\u4e0e\u8bad\u7ec3\u2014\u2014\u5339\u914d\u4e1a\u52a1\u573a\u666f\u7684\u7b97\u6cd5\u6838\u5fc3<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4e0d\u5b58\u5728\u201c\u4e00\u62db\u9c9c\u201d\u7684\u901a\u7528AI\u6a21\u578b\u3002\u4f01\u4e1a\u9700\u8981\u6839\u636e\u81ea\u8eab\u7684\u4e1a\u52a1\u7279\u70b9\u3001\u6570\u636e\u53ef\u7528\u6027\u548c\u9884\u6d4b\u76ee\u6807\uff0c\u9009\u62e9\u6700\u5408\u9002\u7684\u7b97\u6cd5\u3002<\/p>\n<ul>\n<li><strong>\u573a\u666f\u5b9a\u4e49<\/strong>\uff1a\u660e\u786e\u9884\u6d4b\u7684\u5177\u4f53\u5bf9\u8c61\uff08\u662f\u5355\u4e2aSKU\u3001\u4ea7\u54c1\u7c7b\u522b\u8fd8\u662f\u6574\u4f53\u91c7\u8d2d\u989d\uff1f\uff09\u3001\u9884\u6d4b\u7684\u65f6\u95f4\u8303\u56f4\uff08\u662f\u672a\u6765\u4e00\u5468\u3001\u4e00\u4e2a\u6708\u8fd8\u662f\u4e00\u5b63\u5ea6\uff1f\uff09\u4ee5\u53ca\u5bf9\u9884\u6d4b\u7cbe\u5ea6\u7684\u8981\u6c42\u3002<\/li>\n<li><strong>\u6a21\u578b\u9009\u578b<\/strong>\uff1a\u5bf9\u4e8e\u6709\u660e\u663e\u5b63\u8282\u6027\u548c\u8d8b\u52bf\u6027\u7684\u4ea7\u54c1\uff0cProphet\u6216ARIMA\u7b49\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\u53ef\u80fd\u662f\u597d\u7684\u8d77\u70b9\u3002\u5bf9\u4e8e\u53d7\u591a\u91cd\u590d\u6742\u56e0\u7d20\u5f71\u54cd\u7684\u4ea7\u54c1\uff0cXGBoost\u6216\u795e\u7ecf\u7f51\u7edc\u7b49\u673a\u5668\u5b66\u4e60\/\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u80fd\u6548\u679c\u66f4\u4f73\u3002\u901a\u5e38\uff0c\u53ef\u4ee5\u91c7\u7528\u6a21\u578b\u878d\u5408\uff08Ensemble Learning\uff09\u7684\u7b56\u7565\uff0c\u7ed3\u5408\u591a\u4e2a\u6a21\u578b\u7684\u4f18\u52bf\u4ee5\u63d0\u5347\u6574\u4f53\u9884\u6d4b\u7684\u9c81\u68d2\u6027\u3002<\/li>\n<li><strong>\u8bad\u7ec3\u4e0e\u9a8c\u8bc1<\/strong>\uff1a\u4f7f\u7528\u5386\u53f2\u6570\u636e\u5bf9\u9009\u5b9a\u7684\u6a21\u578b\u8fdb\u884c\u8bad\u7ec3\uff0c\u5e76\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u3001\u56de\u6d4b\u7b49\u65b9\u6cd5\u8bc4\u4f30\u5176\u5728\u672a\u77e5\u6570\u636e\u4e0a\u7684\u8868\u73b0\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u9700\u8981\u53cd\u590d\u8c03\u53c2\u548c\u4f18\u5316\uff0c\u76f4\u5230\u6a21\u578b\u7684\u51c6\u786e\u7387\u548c\u7a33\u5b9a\u6027\u8fbe\u5230\u4e1a\u52a1\u8981\u6c42\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_%E7%AC%AC%E4%B8%89%E6%AD%A5%EF%BC%9A%E6%B5%81%E7%A8%8B%E5%B5%8C%E5%85%A5%E4%B8%8E%E5%8D%8F%E5%90%8C%E2%80%94%E2%80%94%E8%AE%A9AI%E9%A2%84%E6%B5%8B%E8%9E%8D%E5%85%A5%E6%97%A5%E5%B8%B8%E9%87%87%E8%B4%AD%E5%B7%A5%E4%BD%9C%E6%B5%81\"><\/span>3. \u7b2c\u4e09\u6b65\uff1a\u6d41\u7a0b\u5d4c\u5165\u4e0e\u534f\u540c\u2014\u2014\u8ba9AI\u9884\u6d4b\u878d\u5165\u65e5\u5e38\u91c7\u8d2d\u5de5\u4f5c\u6d41<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u9884\u6d4b\u7ed3\u679c\u5982\u679c\u4e0d\u80fd\u65e0\u7f1d\u5730\u878d\u5165\u73b0\u6709\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5c31\u65e0\u6cd5\u8f6c\u5316\u4e3a\u5b9e\u9645\u7684\u4e1a\u52a1\u4ef7\u503c\u3002<\/p>\n<ul>\n<li><strong>\u7cfb\u7edf\u96c6\u6210<\/strong>\uff1a\u5c06\u8bad\u7ec3\u597d\u7684AI\u9884\u6d4b\u6a21\u578b\u901a\u8fc7API\u63a5\u53e3\u4e0e\u73b0\u6709\u7684ERP\u7cfb\u7edf\u8fdb\u884c\u6df1\u5ea6\u96c6\u6210\u3002\u7406\u60f3\u72b6\u6001\u4e0b\uff0cAI\u751f\u6210\u7684\u91c7\u8d2d\u5efa\u8bae\u3001\u52a8\u6001\u5b89\u5168\u5e93\u5b58\u9608\u503c\u7b49\u4fe1\u606f\uff0c\u5e94\u8be5\u80fd\u76f4\u63a5\u5728ERP\u7684\u64cd\u4f5c\u754c\u9762\u4e2d\u5c55\u793a\u7ed9\u91c7\u8d2d\u4eba\u5458\u3002<\/li>\n<li><strong>\u5de5\u4f5c\u6d41\u91cd\u5851<\/strong>\uff1a\u91cd\u65b0\u8bbe\u8ba1\u91c7\u8d2d\u5ba1\u6279\u6d41\u7a0b\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4f4e\u98ce\u9669\u3001\u9ad8\u7f6e\u4fe1\u5ea6\u7684AI\u91c7\u8d2d\u5efa\u8bae\uff0c\u53ef\u8bbe\u5b9a\u89c4\u5219\u5f15\u64ce\u8fdb\u884c\u81ea\u52a8\u5316\u5ba1\u6279\u548c\u4e0b\u5355\uff1b\u5bf9\u4e8e\u9ad8\u98ce\u9669\u6216\u9884\u6d4b\u7ed3\u679c\u4e0e\u5386\u53f2\u7ecf\u9a8c\u5dee\u5f02\u8f83\u5927\u7684\u5efa\u8bae\uff0c\u5219\u81ea\u52a8\u89e6\u53d1\u4eba\u5de5\u590d\u6838\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u754c\u9762\u4f18\u5316<\/strong>\uff1a\u4e3a\u91c7\u8d2d\u4eba\u5458\u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u4e0d\u4ec5\u5c55\u793a\u9884\u6d4b\u7ed3\u679c\uff0c\u8fd8\u8981\u89e3\u91ca\u9884\u6d4b\u7684\u5173\u952e\u4f9d\u636e\uff08\u5373\u53ef\u89e3\u91ca\u6027AI\uff09\uff0c\u5e2e\u52a9\u4ed6\u4eec\u7406\u89e3\u5e76\u4fe1\u4efbAI\u7684\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"4_%E7%AC%AC%E5%9B%9B%E6%AD%A5%EF%BC%9A%E8%BF%AD%E4%BB%A3%E4%BC%98%E5%8C%96%E4%B8%8E%E4%BA%BA%E6%9C%BA%E5%8D%8F%E5%90%8C%E2%80%94%E2%80%94%E5%BB%BA%E7%AB%8B%E6%8C%81%E7%BB%AD%E8%BF%9B%E5%8C%96%E7%9A%84%E5%86%B3%E7%AD%96%E9%97%AD%E7%8E%AF\"><\/span>4. \u7b2c\u56db\u6b65\uff1a\u8fed\u4ee3\u4f18\u5316\u4e0e\u4eba\u673a\u534f\u540c\u2014\u2014\u5efa\u7acb\u6301\u7eed\u8fdb\u5316\u7684\u51b3\u7b56\u95ed\u73af<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5e02\u573a\u5728\u53d8\uff0cAI\u6a21\u578b\u4e5f\u9700\u8981\u6301\u7eed\u5b66\u4e60\u548c\u8fdb\u5316\u3002\u540c\u65f6\uff0cAI\u5e76\u975e\u8981\u5b8c\u5168\u53d6\u4ee3\u4eba\uff0c\u800c\u662f\u8981\u6210\u4e3a\u589e\u5f3a\u4eba\u7c7b\u51b3\u7b56\u80fd\u529b\u7684\u5f3a\u5927\u5de5\u5177\u3002<\/p>\n<ul>\n<li><strong>\u6a21\u578b\u76d1\u63a7\uff08MLOps\uff09<\/strong>\uff1a\u5efa\u7acb\u4e00\u5957\u76d1\u63a7\u673a\u5236\uff0c\u6301\u7eed\u8ddf\u8e2a\u6a21\u578b\u5728\u771f\u5b9e\u4e1a\u52a1\u73af\u5883\u4e2d\u7684\u9884\u6d4b\u8868\u73b0\u3002\u5f53\u53d1\u73b0\u9884\u6d4b\u51c6\u786e\u7387\u51fa\u73b0\u8870\u51cf\u65f6\uff08\u5373\u6a21\u578b\u6f02\u79fb\uff09\uff0c\u5e94\u53ca\u65f6\u89e6\u53d1\u518d\u8bad\u7ec3\u548c\u4f18\u5316\u6d41\u7a0b\u3002<\/li>\n<li><strong>\u53cd\u9988\u95ed\u73af<\/strong>\uff1a\u5efa\u7acb\u4e00\u4e2a\u8ba9\u91c7\u8d2d\u4eba\u5458\u80fd\u591f\u65b9\u4fbf\u5730\u5bf9AI\u9884\u6d4b\u7ed3\u679c\u8fdb\u884c\u53cd\u9988\u7684\u673a\u5236\u3002\u4f8b\u5982\uff0c\u5f53\u91c7\u8d2d\u7ecf\u7406\u57fa\u4e8e\u5e02\u573a\u6d1e\u5bdf\u5426\u51b3\u4e86AI\u7684\u5efa\u8bae\u65f6\uff0c\u7cfb\u7edf\u5e94\u8bb0\u5f55\u4e0b\u8fd9\u4e00\u884c\u4e3a\u53ca\u5176\u539f\u56e0\uff0c\u4f5c\u4e3a\u672a\u6765\u6a21\u578b\u4f18\u5316\u7684\u5b9d\u8d35\u6570\u636e\u8f93\u5165\u3002<\/li>\n<li><strong>\u4eba\u673a\u534f\u540c\u51b3\u7b56<\/strong>\uff1a\u660e\u786eAI\u4e0e\u4eba\u7684\u89d2\u8272\u5206\u5de5\u3002AI\u8d1f\u8d23\u5904\u7406\u6d77\u91cf\u6570\u636e\uff0c\u8fdb\u884c\u590d\u6742\u7684\u8ba1\u7b97\u548c\u6a21\u5f0f\u53d1\u73b0\uff0c\u63d0\u4f9b\u6570\u636e\u9a71\u52a8\u7684\u5efa\u8bae\uff1b\u4eba\u5219\u5229\u7528\u5176\u884c\u4e1a\u7ecf\u9a8c\u3001\u5546\u4e1a\u76f4\u89c9\u548c\u5bf9\u590d\u6742\u60c5\u5883\u7684\u7406\u89e3\uff0c\u8fdb\u884c\u6700\u7ec8\u7684\u3001\u8d1f\u8d23\u4efb\u7684\u51b3\u7b56\u3002\u8fd9\u79cd\u201cAI\u5efa\u8bae+\u4eba\u51b3\u7b56\u201d\u7684\u4eba\u673a\u534f\u540c\u6a21\u5f0f\uff0c\u662f\u73b0\u9636\u6bb5\u5b9e\u73b0AI\u4ef7\u503c\u6700\u5927\u5316\u7684\u6700\u4f73\u8def\u5f84\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E8%B6%85%E8%B6%8A%E4%BC%A0%E7%BB%9FERP%EF%BC%9A%E6%96%B0%E4%B8%80%E4%BB%A3%E5%B9%B3%E5%8F%B0%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BDAI%E7%B2%BE%E5%87%86%E9%A2%84%E6%B5%8B\"><\/span>\u56db\u3001\u8d85\u8d8a\u4f20\u7edfERP\uff1a\u65b0\u4e00\u4ee3\u5e73\u53f0\u5982\u4f55\u8d4b\u80fdAI\u7cbe\u51c6\u9884\u6d4b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4f20\u7edfERP\u7cfb\u7edf\uff0c\u7531\u4e8e\u5176\u67b6\u6784\u76f8\u5bf9\u5c01\u95ed\u3001\u5b9a\u5236\u5316\u6210\u672c\u9ad8\u6602\uff0c\u5728\u5bf9\u63a5\u548c\u5b9e\u65bdAI\u9884\u6d4b\u7cfb\u7edf\u65f6\u5f80\u5f80\u9762\u4e34\u8bf8\u591a\u6311\u6218\u3002\u5b83\u4eec\u901a\u5e38\u96be\u4ee5\u7075\u6d3b\u5730\u6574\u5408\u591a\u6e90\u5f02\u6784\u6570\u636e\uff0c\u4e5f\u65e0\u6cd5\u5feb\u901f\u54cd\u5e94\u4e1a\u52a1\u6d41\u7a0b\u7684\u8c03\u6574\u9700\u6c42\u3002\u8fd9\u6b63\u662f\u65b0\u4e00\u4ee3\u4f01\u4e1a\u5e94\u7528\u642d\u5efa\u5e73\u53f0\u7684\u6838\u5fc3\u4ef7\u503c\u6240\u5728\u3002<\/p>\n<p>\u4ee5\u652f\u9053\u8fd9\u7c7b<span class=\"xintheme_keyword_link\"><a href=\"https:\/\/www.zdsztech.com\/engine\" target=\"_blank\" title=\"\u65e0\u4ee3\u7801\u5e73\u53f0\">\u65e0\u4ee3\u7801\u5e73\u53f0<\/a><\/span>\u4e3a\u4f8b\uff0c\u5b83\u4eec\u901a\u8fc7\u9ad8\u5ea6\u7075\u6d3b\u548c\u53ef\u914d\u7f6e\u7684\u67b6\u6784\uff0c\u4e3a\u4f01\u4e1a\u6784\u5efaAI\u9a71\u52a8\u7684\u91c7\u8d2d\u9884\u6d4b\u7cfb\u7edf\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u201c\u52a9\u63a8\u5668\u201d\u3002\u9996\u5148\uff0c\u5176\u5f3a\u5927\u7684<strong>API\u5bf9\u63a5<\/strong>\u80fd\u529b\u53ef\u4ee5\u8f7b\u677e\u8fde\u63a5\u4f01\u4e1a\u5185\u5916\u7684\u5404\u7c7b\u6570\u636e\u6e90\uff0c\u5feb\u901f\u6784\u5efa\u8d77AI\u6a21\u578b\u6240\u9700\u7684\u5168\u9762\u201c\u71c3\u6599\u5e93\u201d\uff0c\u5f7b\u5e95\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002\u5176\u6b21\uff0c\u5e73\u53f0\u5185\u7f6e\u7684<strong>\u89c4\u5219\u5f15\u64ce<\/strong>\u548c<strong>\u6d41\u7a0b\u5f15\u64ce<\/strong>\uff0c\u5141\u8bb8\u4e1a\u52a1\u4eba\u5458\u4ee5\u201c\u62d6\u62c9\u62fd\u201d\u7684\u65b9\u5f0f\uff0c\u5c06AI\u6a21\u578b\u7684\u8f93\u51fa\uff08\u5982\u91c7\u8d2d\u5efa\u8bae\u3001\u98ce\u9669\u9884\u8b66\uff09\u65e0\u7f1d\u5d4c\u5165\u5230\u65e5\u5e38\u91c7\u8d2d\u5ba1\u6279\u6d41\u4e2d\uff0c\u5b9e\u73b0\u52a8\u6001\u9608\u503c\u8c03\u6574\u548c\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u800c\u65e0\u9700\u7f16\u5199\u4e00\u884c\u4ee3\u7801\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u901a\u8fc7<strong>\u62a5\u8868\u5f15\u64ce<\/strong>\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5feb\u901f\u5b9a\u5236\u5404\u79cd\u6570\u636e\u770b\u677f\uff0c\u5bf9AI\u7684\u9884\u6d4b\u7ed3\u679c\u3001\u51c6\u786e\u7387\u4ee5\u53ca\u6700\u7ec8\u4e3a\u5e93\u5b58\u5468\u8f6c\u7387\u3001\u91c7\u8d2d\u6210\u672c\u5e26\u6765\u7684\u6539\u5584\u8fdb\u884c\u5b9e\u65f6\u3001\u591a\u7ef4\u5ea6\u7684\u53ef\u89c6\u5316\u5206\u6790\uff0c\u5f62\u6210\u51b3\u7b56\u3001\u6267\u884c\u3001\u53cd\u9988\u7684\u654f\u6377\u95ed\u73af\u3002\u8fd9\u79cd\u5e73\u53f0\u5316\u7684\u654f\u6377\u80fd\u529b\uff0c\u4f7f\u5f97\u4f01\u4e1a\u80fd\u591f\u4ee5\u66f4\u4f4e\u7684\u6210\u672c\u3001\u66f4\u5feb\u7684\u901f\u5ea6\uff0c\u5728\u73b0\u6709ERP\u7cfb\u7edf\u4e4b\u4e0a\u201c\u5ac1\u63a5\u201d\u4e00\u4e2a\u9ad8\u5ea6\u4e2a\u6027\u5316\u3001\u5e76\u80fd\u6301\u7eed\u8fdb\u5316\u7684AI\u9884\u6d4b\u5927\u8111\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%BB%93%E8%AF%AD%EF%BC%9A%E8%BF%88%E5%90%91%E2%80%9C%E5%85%88%E7%9F%A5%E2%80%9D%E5%9E%8B%E4%BE%9B%E5%BA%94%E9%93%BE%EF%BC%8C%E4%BB%A5AI%E9%A9%B1%E5%8A%A8%E4%BC%81%E4%B8%9A%E6%A0%B8%E5%BF%83%E7%AB%9E%E4%BA%89%E5%8A%9B\"><\/span>\u7ed3\u8bed\uff1a\u8fc8\u5411\u201c\u5148\u77e5\u201d\u578b\u4f9b\u5e94\u94fe\uff0c\u4ee5AI\u9a71\u52a8\u4f01\u4e1a\u6838\u5fc3\u7ade\u4e89\u529b<span 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href=\"https:\/\/user.zdsztech.com\/toWorkbench?index=2\">\u514d\u8d39\u8bd5\u7528\uff0c\u5728\u7ebf\u76f4\u63a5\u8bd5\u7528<\/a><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%B3%E4%BA%8EAI%E4%B8%8EERP%E9%87%87%E8%B4%AD%E7%9A%84%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5173\u4e8eAI\u4e0eERP\u91c7\u8d2d\u7684\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%E5%BC%95%E5%85%A5AI%E8%BF%9B%E8%A1%8C%E9%87%87%E8%B4%AD%E9%A2%84%E6%B5%8B%EF%BC%8C%E5%AF%B9%E6%88%91%E4%BB%AC%E7%8E%B0%E6%9C%89%E7%9A%84ERP%E7%B3%BB%E7%BB%9F%E6%9C%89%E4%BB%80%E4%B9%88%E8%A6%81%E6%B1%82%EF%BC%9F\"><\/span>1. \u5f15\u5165AI\u8fdb\u884c\u91c7\u8d2d\u9884\u6d4b\uff0c\u5bf9\u6211\u4eec\u73b0\u6709\u7684ERP\u7cfb\u7edf\u6709\u4ec0\u4e48\u8981\u6c42\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5bf9\u73b0\u6709ERP\u7cfb\u7edf\u7684\u6838\u5fc3\u8981\u6c42\u662f\u6570\u636e\u7684\u53ef\u8bbf\u95ee\u6027\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0cERP\u7cfb\u7edf\u5e94\u63d0\u4f9b\u5f00\u653e\u7684API\u63a5\u53e3\uff0c\u5141\u8bb8AI\u7cfb\u7edf\u5b89\u5168\u3001\u7a33\u5b9a\u5730\u8bfb\u53d6\u5386\u53f2\u91c7\u8d2d\u8ba2\u5355\u3001\u5e93\u5b58\u6570\u636e\u3001\u4f9b\u5e94\u5546\u4fe1\u606f\u7b49\u3002\u5982\u679cERP\u7cfb\u7edf\u8f83\u4e3a\u8001\u65e7\uff0c\u4e0d\u5177\u5907API\u63a5\u53e3\uff0c\u4e5f\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u5e93\u76f4\u8fde\u3001\u5b9a\u65f6\u5bfc\u51fa\u6570\u636e\u6587\u4ef6\uff08\u5982CSV\uff09\u7b49\u65b9\u5f0f\u8fdb\u884c\u6570\u636e\u96c6\u6210\u3002\u5173\u952e\u5728\u4e8e\u786e\u4fddAI\u6a21\u578b\u80fd\u591f\u6301\u7eed\u83b7\u53d6\u7528\u4e8e\u8bad\u7ec3\u548c\u9884\u6d4b\u7684\u6700\u65b0\u6570\u636e\u3002\u6b64\u5916\uff0cAI\u7cfb\u7edf\u7684\u9884\u6d4b\u7ed3\u679c\u4e5f\u9700\u8981\u80fd\u56de\u5199\u6216\u96c6\u6210\u5230ERP\u4e2d\uff0c\u4ee5\u6307\u5bfc\u5b9e\u9645\u64cd\u4f5c\uff0c\u56e0\u6b64ERP\u7cfb\u7edf\u6700\u597d\u4e5f\u80fd\u652f\u6301\u5916\u90e8\u6570\u636e\u7684\u5bfc\u5165\u6216API\u8c03\u7528\u3002<\/p>\n<h3><span 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