{"id":27904,"date":"2025-12-13T06:08:50","date_gmt":"2025-12-12T22:08:50","guid":{"rendered":"https:\/\/www.zdsztech.com\/blog\/erp-system-inventory-alert-threshold-ai-dynamic-adjustment-optimization\/"},"modified":"2025-12-13T06:08:50","modified_gmt":"2025-12-12T22:08:50","slug":"erp-system-inventory-alert-threshold-ai-dynamic-adjustment-optimization","status":"publish","type":"post","link":"https:\/\/www.zdsztech.com\/blog\/erp-system-inventory-alert-threshold-ai-dynamic-adjustment-optimization\/","title":{"rendered":"ERP\u7cfb\u7edf\u5e93\u5b58\u9884\u8b66\u9608\u503c\uff0cAI\u52a8\u6001\u8c03\u6574\u5982\u4f55\u4f18\u5316\u5e93\u5b58\u7ba1\u7406\uff1f"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.zdsztech.com\/wp-content\/uploads\/2025\/12\/1765577329-483776187ca95d22681ccc0b00d26149.jpeg\" 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class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9762\u5bf9\u9759\u6001\u9608\u503c\u7684\u5931\u7075\uff0c\u8bb8\u591a\u4f01\u4e1a\u7684\u5e94\u5bf9\u4e4b\u7b56\u662f\u4f9d\u8d56\u4eba\u5de5\u5e72\u9884\u3002\u91c7\u8d2d\u7ecf\u7406\u6216\u8ba1\u5212\u5458\u9700\u8981\u5b9a\u671f\uff08\u5982\u6bcf\u5468\u6216\u6bcf\u6708\uff09\u5ba1\u9605\u5e93\u5b58\u62a5\u544a\uff0c\u7ed3\u5408\u4e2a\u4eba\u7ecf\u9a8c\u548c\u96f6\u6563\u7684\u5e02\u573a\u4fe1\u606f\uff0c\u624b\u52a8\u8c03\u6574\u6210\u767e\u4e0a\u5343\u4e2aSKU\u7684\u9884\u8b66\u53c2\u6570\u3002\u8fd9\u4e00\u8fc7\u7a0b\u4e0d\u4ec5\u8017\u8d39\u5927\u91cf\u4eba\u529b\uff0c\u6548\u7387\u4f4e\u4e0b\uff0c\u800c\u4e14\u5145\u6ee1\u4e86\u4e0d\u786e\u5b9a\u6027\u3002\u9996\u5148\uff0c\u4eba\u5de5\u5206\u6790\u7684\u6570\u636e\u7ef4\u5ea6\u6709\u9650\uff0c\u96be\u4ee5\u6355\u6349\u5230\u9690\u85cf\u5728\u6d77\u91cf\u6570\u636e\u80cc\u540e\u7684\u590d\u6742\u5173\u8054\u548c\u8d8b\u52bf\u3002\u5176\u6b21\uff0c\u51b3\u7b56\u4e25\u91cd\u4f9d\u8d56\u4e8e\u4e2a\u4eba\u7ecf\u9a8c\uff0c\u8fd9\u4f7f\u5f97\u5e93\u5b58\u7ba1\u7406\u6c34\u5e73\u53c2\u5dee\u4e0d\u9f50\uff0c\u4e14\u96be\u4ee5\u590d\u5236\u548c\u4f20\u627f\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4ece\u53d1\u73b0\u95ee\u9898\u3001\u5206\u6790\u6570\u636e\u5230\u6700\u7ec8\u8c03\u6574\u7cfb\u7edf\u53c2\u6570\uff0c\u6574\u4e2a\u6d41\u7a0b\u5b58\u5728\u660e\u663e\u7684\u65f6\u95f4\u5ef6\u8fdf\u3002\u5f53\u8c03\u6574\u751f\u6548\u65f6\uff0c\u5e02\u573a\u7684\u9ec4\u91d1\u7a97\u53e3\u671f\u53ef\u80fd\u65e9\u5df2\u8fc7\u53bb\uff0c\u5bfc\u81f4\u51b3\u7b56\u6c38\u8fdc\u201c\u6162\u534a\u62cd\u201d\uff0c\u4f01\u4e1a\u59cb\u7ec8\u5728\u88ab\u52a8\u5730\u8ffd\u8d76\u5e02\u573a\u53d8\u5316\uff0c\u800c\u975e\u4e3b\u52a8\u5f15\u9886\u3002<\/p>\n<p>\u603b\u800c\u8a00\u4e4b\uff0c\u4f20\u7edf\u57fa\u4e8e\u9759\u6001\u9608\u503c\u7684\u5e93\u5b58\u9884\u8b66\u6a21\u5f0f\uff0c\u7ed9\u4f01\u4e1a\u5e26\u6765\u4e86\u4e09\u5927\u6838\u5fc3\u4e1a\u52a1\u6311\u6218\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u91d1\u79ef\u538b\u6210\u672c\u9ad8\uff1a<\/strong> \u4e3a\u5e94\u5bf9\u4e0d\u786e\u5b9a\u6027\u800c\u666e\u904d\u8bbe\u7f6e\u7684\u8fc7\u9ad8\u5b89\u5168\u5e93\u5b58\uff0c\u76f4\u63a5\u8f6c\u5316\u4e3a\u6c89\u91cd\u7684\u5e93\u5b58\u6301\u6709\u6210\u672c\uff08\u4ed3\u50a8\u3001\u8d44\u91d1\u5229\u606f\u3001\u635f\u8017\u7b49\uff09\uff0c\u4fb5\u8680\u4f01\u4e1a\u5229\u6da6\u3002<\/li>\n<li><strong>\u5ba2\u6237\u6ee1\u610f\u5ea6\u4e0b\u964d\uff1a<\/strong> \u65e0\u6cd5\u7cbe\u51c6\u9884\u6d4b\u9700\u6c42\u9ad8\u5cf0\uff0c\u5bfc\u81f4\u5173\u952e\u4ea7\u54c1\u9891\u7e41\u7f3a\u8d27\uff0c\u8ba2\u5355\u4ea4\u4ed8\u5ef6\u8fdf\uff0c\u4e25\u91cd\u635f\u5bb3\u5ba2\u6237\u4f53\u9a8c\u4e0e\u54c1\u724c\u5fe0\u8bda\u5ea6\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u54cd\u5e94\u8fdf\u7f13\uff1a<\/strong> \u4f9d\u8d56\u4eba\u5de5\u8c03\u6574\u7684\u6ede\u540e\u6027\uff0c\u4f7f\u6574\u4e2a\u4f9b\u5e94\u94fe\u65e0\u6cd5\u5bf9\u5e02\u573a\u9700\u6c42\u53d8\u5316\u505a\u51fa\u5feb\u901f\u53cd\u5e94\uff0c\u5728\u7ade\u4e89\u4e2d\u4e27\u5931\u5148\u673a\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81AI%E5%A6%82%E4%BD%95%E9%87%8D%E5%A1%91%E5%BA%93%E5%AD%98%E9%A2%84%E9%A2%84%E8%AD%A6%EF%BC%9F%E5%8A%A8%E6%80%81%E9%98%88%E5%80%BC%E8%B0%83%E6%95%B4%E7%9A%84%E6%A0%B8%E5%BF%83%E5%B7%A5%E4%BD%9C%E5%8E%9F%E7%90%86\"><\/span>\u4e8c\u3001AI\u5982\u4f55\u91cd\u5851\u5e93\u5b58\u9884\u9884\u8b66\uff1f\u52a8\u6001\u9608\u503c\u8c03\u6574\u7684\u6838\u5fc3\u5de5\u4f5c\u539f\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\u6280\u672f\uff0c\u7279\u522b\u662f\u673a\u5668\u5b66\u4e60\uff0c\u4e3a\u7834\u89e3\u4f20\u7edf\u5e93\u5b58\u7ba1\u7406\u7684\u56f0\u5c40\u63d0\u4f9b\u4e86\u9769\u547d\u6027\u7684\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u4e0d\u518d\u4f9d\u8d56\u56fa\u5b9a\u7684\u89c4\u5219\u548c\u4eba\u4e3a\u7684\u7ecf\u9a8c\uff0c\u800c\u662f\u901a\u8fc7\u7b97\u6cd5\u6a21\u578b\uff0c\u8ba9\u6570\u636e\u201c\u8bf4\u8bdd\u201d\uff0c\u4ece\u800c\u5b9e\u73b0\u4ece\u201c\u9759\u6001\u9884\u8b66\u201d\u5230\u201c\u52a8\u6001\u4f18\u5316\u201d\u7684\u8d28\u53d8\u3002\u5176\u6838\u5fc3\u5de5\u4f5c\u539f\u7406\u53ef\u4ee5\u5206\u89e3\u4e3a\u6570\u636e\u9a71\u52a8\u7684\u9884\u6d4b\u548c\u667a\u80fd\u51b3\u7b56\u7684\u95ed\u73af\u4e24\u4e2a\u5173\u952e\u73af\u8282\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_%E6%95%B0%E6%8D%AE%E9%A9%B1%E5%8A%A8%E7%9A%84%E9%A2%84%E6%B5%8B%EF%BC%9AAI%E5%A6%82%E4%BD%95%E7%B2%BE%E5%87%86%E6%B4%9E%E5%AF%9F%E6%9C%AA%E6%9D%A5%E9%9C%80%E6%B1%82%EF%BC%9F\"><\/span>1. \u6570\u636e\u9a71\u52a8\u7684\u9884\u6d4b\uff1aAI\u5982\u4f55\u7cbe\u51c6\u6d1e\u5bdf\u672a\u6765\u9700\u6c42\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u91cd\u5851\u5e93\u5b58\u9884\u8b66\u7684\u7b2c\u4e00\u6b65\uff0c\u4e5f\u662f\u6700\u5173\u952e\u7684\u4e00\u6b65\uff0c\u662f\u5b9e\u73b0\u5bf9\u672a\u6765\u9700\u6c42\u7684\u7cbe\u51c6\u9884\u6d4b\u3002\u8fd9\u8fdc\u975e\u7b80\u5355\u7684\u7ebf\u6027\u56de\u5f52\u6216\u79fb\u52a8\u5e73\u5747\u6cd5\u6240\u80fd\u6bd4\u62df\u3002AI\u6a21\u578b\u80fd\u591f\u6574\u5408\u5e76\u5206\u6790\u524d\u6240\u672a\u6709\u7684\u591a\u7ef4\u5ea6\u3001\u6d77\u91cf\u6570\u636e\uff0c\u6784\u5efa\u4e00\u4e2a\u590d\u6742\u7684\u3001\u52a8\u6001\u7684\u9700\u6c42\u6d1e\u5bdf\u4f53\u7cfb\u3002<\/p>\n<p>\u5177\u4f53\u800c\u8a00\uff0c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u6a21\u578bARIMA\u3001\u6df1\u5ea6\u5b66\u4e60\u6a21\u578bLSTM\u7b49\uff09\u4f1a\u6df1\u5ea6\u5b66\u4e60\u4f01\u4e1a\u7684\u5386\u53f2\u9500\u552e\u6570\u636e\uff0c\u81ea\u52a8\u8bc6\u522b\u5176\u4e2d\u9690\u85cf\u7684\u8d8b\u52bf\u6027\uff08Trend\uff09\u3001\u5b63\u8282\u6027\uff08Seasonality\uff09\u548c\u5468\u671f\u6027\uff08Cyclicality\uff09\u89c4\u5f8b\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0cAI\u80fd\u591f\u5c06\u5916\u90e8\u53d8\u91cf\u7eb3\u5165\u8003\u91cf\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u5e02\u573a\u8d8b\u52bf\u6570\u636e\uff1a<\/strong> \u884c\u4e1a\u62a5\u544a\u3001\u793e\u4ea4\u5a92\u4f53\u70ed\u5ea6\u3001\u641c\u7d22\u6307\u6570\u7b49\u3002<\/li>\n<li><strong>\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\uff1a<\/strong> GDP\u589e\u957f\u7387\u3001\u6d88\u8d39\u8005\u4fe1\u5fc3\u6307\u6570\uff08CCI\uff09\u3001\u91c7\u8d2d\u7ecf\u7406\u4eba\u6307\u6570\uff08PMI\uff09\u7b49\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u4fe1\u606f\uff1a<\/strong> \u4f9b\u5e94\u5546\u7684\u5e73\u5747\u4ea4\u4ed8\u5468\u671f\uff08Lead Time\uff09\u53ca\u5176\u7a33\u5b9a\u6027\u3001\u7269\u6d41\u8fd0\u8f93\u65f6\u95f4\u3001\u6e2f\u53e3\u62e5\u5835\u60c5\u51b5\u7b49\u3002<\/li>\n<li><strong>\u8425\u9500\u6d3b\u52a8\u8ba1\u5212\uff1a<\/strong> \u516c\u53f8\u672a\u6765\u7684\u4fc3\u9500\u65e5\u5386\u3001\u5e7f\u544a\u6295\u653e\u8ba1\u5212\u3001\u6298\u6263\u529b\u5ea6\u7b49\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u5185\u5916\u90e8\u6570\u636e\u7684\u7efc\u5408\u5206\u6790\uff0cAI\u80fd\u591f\u4e3a\u6bcf\u4e00\u4e2aSKU\u5728\u672a\u6765\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5355\u4f4d\uff08\u5982\u5929\u3001\u5468\uff09\u751f\u6210\u4e00\u4e2a\u6982\u7387\u6027\u7684\u9700\u6c42\u9884\u6d4b\u5206\u5e03\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u5355\u4e00\u7684\u9884\u6d4b\u503c\u3002\u8fd9\u610f\u5473\u7740AI\u4e0d\u4ec5\u80fd\u544a\u8bc9\u60a8\u4e0b\u5468\u53ef\u80fd\u5356\u51fa100\u4ef6\uff0c\u66f4\u80fd\u544a\u8bc9\u60a8\u5356\u51fa80-120\u4ef6\u7684\u6982\u7387\u662f95%\uff0c\u8fd9\u4e3a\u8bbe\u5b9a\u66f4\u79d1\u5b66\u7684\u5e93\u5b58\u6c34\u5e73\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%99%BA%E8%83%BD%E5%86%B3%E7%AD%96%E7%9A%84%E9%97%AD%E7%8E%AF%EF%BC%9A%E4%BB%8E%E2%80%9C%E9%A2%84%E8%AD%A6%E2%80%9D%E5%88%B0%E2%80%9C%E8%87%AA%E5%8A%A8%E8%B0%83%E6%95%B4%E2%80%9D\"><\/span>2. \u667a\u80fd\u51b3\u7b56\u7684\u95ed\u73af\uff1a\u4ece\u201c\u9884\u8b66\u201d\u5230\u201c\u81ea\u52a8\u8c03\u6574\u201d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5728\u7cbe\u51c6\u9884\u6d4b\u7684\u57fa\u7840\u4e0a\uff0cAI\u9a71\u52a8\u7684\u7cfb\u7edf\u8fdb\u5165\u667a\u80fd\u51b3\u7b56\u73af\u8282\uff0c\u5b8c\u6210\u4ece\u201c\u88ab\u52a8\u9884\u8b66\u201d\u5230\u201c\u4e3b\u52a8\u8c03\u6574\u201d\u7684\u95ed\u73af\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u518d\u662f\u7b80\u5355\u5730\u5c06\u5e93\u5b58\u4e0e\u4e00\u4e2a\u56fa\u5b9a\u9608\u503c\u6bd4\u8f83\uff0c\u800c\u662f\u52a8\u6001\u8ba1\u7b97\u51fa\u5728\u5f53\u524d\u53ca\u672a\u6765\u4e00\u6bb5\u65f6\u95f4\u5185\uff0c\u6700\u4f18\u7684\u5e93\u5b58\u9884\u8b66\u9608\u503c\u548c\u8ba2\u8d27\u70b9\u3002<\/p>\n<p>\u8fd9\u4e2a\u201c\u6700\u4f18\u201d\u7684\u8ba1\u7b97\uff0c\u4f1a\u7efc\u5408\u8003\u8651\u4f01\u4e1a\u9884\u8bbe\u7684\u4e1a\u52a1\u76ee\u6807\u548c\u7ea6\u675f\u6761\u4ef6\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u76ee\u6807\u670d\u52a1\u6c34\u5e73\uff08Service Level\uff09\uff1a<\/strong> \u4f01\u4e1a\u5e0c\u671b\u6ee1\u8db3\u5ba2\u6237\u8ba2\u5355\u7684\u6982\u7387\u662f95%\u8fd8\u662f99%\uff1f\u66f4\u9ad8\u7684\u670d\u52a1\u6c34\u5e73\u610f\u5473\u7740\u9700\u8981\u66f4\u9ad8\u7684\u5b89\u5168\u5e93\u5b58\u3002<\/li>\n<li><strong>\u5e93\u5b58\u6301\u6709\u6210\u672c\uff08Holding Cost\uff09\uff1a<\/strong> \u6bcf\u5355\u4f4d\u5e93\u5b58\u6bcf\u5929\u7684\u4ed3\u50a8\u3001\u8d44\u91d1\u3001\u635f\u8017\u6210\u672c\u662f\u591a\u5c11\uff1f<\/li>\n<li><strong>\u7f3a\u8d27\u6210\u672c\uff08Stockout Cost\uff09\uff1a<\/strong> \u6bcf\u7f3a\u8d27\u4e00\u4ef6\u5546\u54c1\uff0c\u4f1a\u9020\u6210\u591a\u5c11\u5229\u6da6\u635f\u5931\u548c\u54c1\u724c\u58f0\u8a89\u635f\u5bb3\uff1f<\/li>\n<li><strong>\u8ba2\u8d27\u6210\u672c\uff08Ordering Cost\uff09\uff1a<\/strong> \u6bcf\u6b21\u4e0b\u5355\u7684\u56fa\u5b9a\u6210\u672c\u662f\u591a\u5c11\uff1f<\/li>\n<\/ul>\n<p>AI\u7b97\u6cd5\u4f1a\u57fa\u4e8e\u9700\u6c42\u9884\u6d4b\u7684\u6982\u7387\u5206\u5e03\uff0c\u7ed3\u5408\u4e0a\u8ff0\u6210\u672c\u4e0e\u670d\u52a1\u6c34\u5e73\u53c2\u6570\uff0c\u901a\u8fc7\u590d\u6742\u7684\u8fd0\u7b79\u4f18\u5316\u6a21\u578b\uff0c\u4e3a\u6bcf\u4e2aSKU\u52a8\u6001\u8ba1\u7b97\u51fa\u5728\u5f53\u524d\u65f6\u70b9\u4e0b\uff0c\u80fd\u591f\u4f7f\u603b\u6210\u672c\uff08\u5e93\u5b58\u6301\u6709\u6210\u672c+\u7f3a\u8d27\u6210\u672c\uff09\u6700\u4f4e\u7684\u5b89\u5168\u5e93\u5b58\u6c34\u5e73\u548c\u518d\u8ba2\u8d27\u70b9\u3002\u8fd9\u4e2a\u9608\u503c\u662f\u201c\u6d3b\u201d\u7684\uff0c\u5b83\u4f1a\u968f\u7740\u65b0\u6570\u636e\u7684\u8f93\u5165\uff08\u5982\u6700\u65b0\u7684\u9500\u552e\u60c5\u51b5\u3001\u4f9b\u5e94\u5546\u4ea4\u4ed8\u5468\u671f\u7684\u53d8\u5316\uff09\u800c\u81ea\u52a8\u3001\u6301\u7eed\u5730\u8fdb\u884c\u91cd\u65b0\u8ba1\u7b97\u548c\u8c03\u6574\u3002<\/p>\n<p>\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u50cf<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u8fd9\u6837\u7684\u73b0\u4ee3\u5316\u7ba1\u7406\u5de5\u5177\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5e95\u5c42\u6280\u672f\u652f\u6491\u3002\u5176**\u3010\u62a5\u8868\u5f15\u64ce\u3011<strong>\u53ef\u4ee5\u5b9e\u65f6\u6574\u5408\u591a\u6e90\u6570\u636e\uff0c\u4e3aAI\u6a21\u578b\u63d0\u4f9b\u201c\u71c3\u6599\u201d\u5e76\u8fdb\u884c\u53ef\u89c6\u5316\u5448\u73b0\uff1b\u800c<\/strong>\u3010\u89c4\u5219\u5f15\u64ce\u3011**\u5219\u53ef\u4ee5\u626e\u6f14\u667a\u80fd\u51b3\u7b56\u7684\u201c\u5927\u8111\u201d\uff0c\u5c06AI\u7b97\u6cd5\u8ba1\u7b97\u51fa\u7684\u52a8\u6001\u9608\u503c\uff0c\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u4e1a\u52a1\u52a8\u4f5c\uff0c\u5982\u81ea\u52a8\u751f\u6210\u91c7\u8d2d\u5efa\u8bae\u3001\u89e6\u53d1\u8865\u8d27\u6d41\u7a0b\uff0c\u751a\u81f3\u5728\u7279\u5b9a\u6761\u4ef6\u4e0b\u81ea\u52a8\u8c03\u6574\u751f\u4ea7\u8ba1\u5212\uff0c\u4ece\u800c\u771f\u6b63\u5b9e\u73b0\u6570\u636e\u5206\u6790\u4e0e\u4e1a\u52a1\u6267\u884c\u7684\u65e0\u7f1d\u81ea\u52a8\u5316\u95ed\u73af\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E6%9E%84%E5%BB%BAAI%E5%8A%A8%E6%80%81%E5%BA%93%E5%AD%98%E9%A2%84%E8%AD%A6%E7%B3%BB%E7%BB%9F%E7%9A%84%E6%9C%80%E4%BD%B3%E5%AE%9E%E8%B7%B5%EF%BC%88Tips_Best_Practices%EF%BC%89\"><\/span>\u4e09\u3001\u6784\u5efaAI\u52a8\u6001\u5e93\u5b58\u9884\u8b66\u7cfb\u7edf\u7684\u6700\u4f73\u5b9e\u8df5\uff08Tips &amp; Best Practices\uff09<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06AI\u52a8\u6001\u5e93\u5b58\u9884\u8b66\u4ece\u7406\u8bba\u6784\u60f3\u8f6c\u53d8\u4e3a\u4f01\u4e1a\u5185\u7684\u5b9e\u9645\u751f\u4ea7\u529b\uff0c\u9700\u8981\u4e00\u4e2a\u7cfb\u7edf\u6027\u7684\u89c4\u5212\u548c\u5206\u6b65\u5b9e\u65bd\u7684\u8fc7\u7a0b\u3002\u5bf9\u4e8e\u671f\u671b\u62e5\u62b1\u8fd9\u4e00\u53d8\u9769\u7684\u4f01\u4e1a\u51b3\u7b56\u8005\u800c\u8a00\uff0c\u4ee5\u4e0b\u4e94\u4e2a\u5173\u952e\u6b65\u9aa4\u6784\u6210\u4e86\u4e00\u4efd\u6e05\u6670\u3001\u53ef\u6267\u884c\u7684\u6700\u4f73\u5b9e\u8df5\u6307\u5357\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u6570\u636e\u57fa\u7840\u5efa\u8bbe\uff1a\u6253\u7834\u5b64\u5c9b\uff0c\u6574\u5408\u5168\u57df\u6570\u636e<\/strong>\u4e07\u4e08\u9ad8\u697c\u5e73\u5730\u8d77\uff0cAI\u5e94\u7528\u7684\u57fa\u7840\u662f\u9ad8\u8d28\u91cf\u3001\u9ad8\u65f6\u6548\u6027\u7684\u6570\u636e\u3002\u7b2c\u4e00\u6b65\u5fc5\u987b\u662f\u6253\u7834\u4f01\u4e1a\u5185\u90e8\u666e\u904d\u5b58\u5728\u7684\u6570\u636e\u5b64\u5c9b\u3002\u8fd9\u610f\u5473\u7740\u9700\u8981\u5c06\u5206\u6563\u5728ERP\uff08\u5e93\u5b58\u3001\u91c7\u8d2d\u3001\u9500\u552e\u6570\u636e\uff09\u3001CRM\uff08\u5ba2\u6237\u8ba2\u5355\u3001\u5e02\u573a\u6d3b\u52a8\u6570\u636e\uff09\u3001MES\uff08\u751f\u4ea7\u6267\u884c\u3001\u7269\u6599\u6d88\u8017\u6570\u636e\uff09\u3001WMS\uff08\u4ed3\u50a8\u7ba1\u7406\u6570\u636e\uff09\u4e43\u81f3\u5916\u90e8\u4f9b\u5e94\u5546\u7cfb\u7edf\u3001\u5e02\u573a\u60c5\u62a5\u5e73\u53f0\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u6709\u6548\u6574\u5408\u3002\u5efa\u7acb\u4e00\u4e2a\u7edf\u4e00\u7684\u6570\u636e\u6e56\u6216\u6570\u636e\u4ed3\u5e93\uff0c\u786e\u4fdd\u6570\u636e\u7684\u6e05\u6d01\u3001\u4e00\u81f4\u548c\u53ef\u8bbf\u95ee\u6027\uff0c\u662fAI\u6a21\u578b\u80fd\u591f\u51c6\u786e\u5b66\u4e60\u548c\u9884\u6d4b\u7684\u524d\u63d0\u3002\u6ca1\u6709\u575a\u5b9e\u7684\u6570\u636e\u57fa\u7840\uff0c\u4efb\u4f55\u5148\u8fdb\u7684\u7b97\u6cd5\u90fd\u5c06\u662f\u65e0\u6e90\u4e4b\u6c34\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7b97\u6cd5\u6a21\u578b\u9009\u62e9\uff1a\u56e0\u5730\u5236\u5b9c\uff0c\u9002\u914d\u4e1a\u52a1\u573a\u666f<\/strong>\u4e0d\u5b58\u5728\u4e00\u4e2a\u201c\u653e\u4e4b\u56db\u6d77\u800c\u7686\u51c6\u201d\u7684\u4e07\u80fd\u9884\u6d4b\u6a21\u578b\u3002\u4f01\u4e1a\u9700\u8981\u6839\u636e\u81ea\u8eab\u4ea7\u54c1\u7684\u7279\u6027\u9009\u62e9\u5408\u9002\u7684\u7b97\u6cd5\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u5bf9\u4e8e\u9500\u91cf\u7a33\u5b9a\u3001\u5386\u53f2\u6570\u636e\u4e30\u5bcc\u7684\u6210\u719f\u5546\u54c1<\/strong>\uff0c\u53ef\u4ee5\u4f7f\u7528ARIMA\u3001Prophet\u7b49\u65f6\u95f4\u5e8f\u5217\u6a21\u578b\uff0c\u5b83\u4eec\u80fd\u5f88\u597d\u5730\u6355\u6349\u8d8b\u52bf\u548c\u5b63\u8282\u6027\u3002<\/li>\n<li><strong>\u5bf9\u4e8e\u9500\u91cf\u7a00\u758f\u3001\u9700\u6c42\u4e0d\u89c4\u5f8b\u7684\u957f\u5c3e\u5546\u54c1<\/strong>\uff0c\u4f20\u7edf\u7684\u65f6\u5e8f\u6a21\u578b\u6548\u679c\u4e0d\u4f73\uff0c\u53ef\u4ee5\u91c7\u7528Croston\u65b9\u6cd5\u6216\u57fa\u4e8e\u6cca\u677e\u5206\u5e03\u7684\u6982\u7387\u6a21\u578b\u3002<\/li>\n<li><strong>\u5bf9\u4e8e\u6ca1\u6709\u4efb\u4f55\u5386\u53f2\u6570\u636e\u7684\u65b0\u54c1<\/strong>\uff0c\u5219\u9700\u8981\u4f9d\u8d56\u57fa\u4e8e\u5c5e\u6027\u7684\u9884\u6d4b\u6a21\u578b\uff08Attribute-based Forecasting\uff09\uff0c\u901a\u8fc7\u5206\u6790\u76f8\u4f3c\u4ea7\u54c1\u7684\u5386\u53f2\u8868\u73b0\uff08\u5982\u54c1\u7c7b\u3001\u4ef7\u683c\u3001\u54c1\u724c\u3001\u529f\u80fd\u5c5e\u6027\u7b49\uff09\u6765\u9884\u6d4b\u5176\u672a\u6765\u9700\u6c42\u3002<\/li>\n<li><strong>\u5bf9\u4e8e\u53d7\u4fc3\u9500\u6d3b\u52a8\u5f71\u54cd\u5927\u7684\u5546\u54c1<\/strong>\uff0c\u5219\u9700\u8981\u5728\u6a21\u578b\u4e2d\u52a0\u5165\u8425\u9500\u6d3b\u52a8\u4f5c\u4e3a\u5173\u952e\u7279\u5f81\u53d8\u91cf\u3002\u9009\u62e9\u6b63\u786e\u7684\u6a21\u578b\u7ec4\u5408\uff0c\u662f\u63d0\u5347\u9884\u6d4b\u51c6\u786e\u7387\u7684\u5173\u952e\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u9608\u503c\u7b56\u7565\u5b9a\u4e49\uff1a\u5bf9\u9f50\u76ee\u6807\uff0c\u8bbe\u5b9a\u8c03\u6574\u89c4\u5219<\/strong>AI\u8ba1\u7b97\u51fa\u7684\u52a8\u6001\u9608\u503c\u5e76\u975e\u51ed\u7a7a\u4ea7\u751f\uff0c\u5b83\u9700\u8981\u9075\u5faa\u4f01\u4e1a\u9884\u8bbe\u7684\u9876\u5c42\u4e1a\u52a1\u7b56\u7565\u3002\u51b3\u7b56\u5c42\u9700\u8981\u660e\u786e\u5b9a\u4e49\u5e93\u5b58\u7ba1\u7406\u7684\u6838\u5fc3\u76ee\u6807\u3002\u662f\u4ee5\u201c\u6210\u672c\u6700\u4f4e\u201d\u4e3a\u5bfc\u5411\uff0c\u8fd8\u662f\u4ee5\u201c\u5ba2\u6237\u670d\u52a1\u6c34\u5e73\u6700\u5927\u5316\u201d\u4e3a\u4f18\u5148\uff1f\u6216\u662f\u5bfb\u6c42\u4e8c\u8005\u4e4b\u95f4\u7684\u6700\u4f73\u5e73\u8861\u70b9\uff1f\u8fd9\u4e9b\u6218\u7565\u76ee\u6807\u9700\u8981\u88ab\u91cf\u5316\u4e3a\u5177\u4f53\u7684\u53c2\u6570\uff0c\u8f93\u5165\u7ed9AI\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u5b9a\u4e49\u4e0d\u540c\u7c7b\u522b\u5546\u54c1\uff08\u5982A\u7c7b\u3001B\u7c7b\u3001C\u7c7b\u5546\u54c1\uff09\u7684\u76ee\u6807\u5e93\u5b58\u5468\u8f6c\u7387\u3001\u53ef\u63a5\u53d7\u7684\u7f3a\u8d27\u7387\u3001\u4ee5\u53ca\u5355\u4f4d\u7f3a\u8d27\u6210\u672c\u548c\u5e93\u5b58\u6301\u6709\u6210\u672c\u3002AI\u5c06\u4f9d\u636e\u8fd9\u4e9b\u7b56\u7565\uff0c\u52a8\u6001\u8c03\u6574\u5176\u4f18\u5316\u7b97\u6cd5\uff0c\u786e\u4fdd\u5176\u5efa\u8bae\u7684\u5e93\u5b58\u9608\u503c\u4e0e\u516c\u53f8\u7684\u6574\u4f53\u7ecf\u8425\u76ee\u6807\u4fdd\u6301\u4e00\u81f4\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7cfb\u7edf\u96c6\u6210\u4e0e\u5f00\u53d1\uff1a\u53cc\u8f68\u5e76\u884c\uff0c\u5e73\u6ed1\u8fc7\u6e21<\/strong>\u5c06AI\u80fd\u529b\u878d\u5165\u73b0\u6709\u4e1a\u52a1\u6d41\u7a0b\uff0c\u901a\u5e38\u6709\u4e24\u6761\u8def\u5f84\u53ef\u9009\u3002<\/p>\n<ul>\n<li><strong>\u8def\u5f84\u4e00\uff1a\u91c7\u8d2dERP\u539f\u751fAI\u6a21\u5757\u3002<\/strong> \u5982\u679c\u4f01\u4e1a\u4f7f\u7528\u7684ERP\u7cfb\u7edf\uff08\u5982SAP\u3001Oracle\uff09\u63d0\u4f9b\u4e86\u5148\u8fdb\u7684AI\u5e93\u5b58\u4f18\u5316\u6a21\u5757\uff0c\u76f4\u63a5\u91c7\u8d2d\u548c\u5b9e\u65bd\u662f\u6700\u5feb\u6377\u7684\u65b9\u5f0f\uff0c\u4f46\u901a\u5e38\u6210\u672c\u9ad8\u6602\u4e14\u7075\u6d3b\u6027\u6709\u9650\u3002<\/li>\n<li><strong>\u8def\u5f84\u4e8c\uff1a\u5916\u90e8\u96c6\u6210\u4e0e\u81ea\u5efa\u5e94\u7528\u3002<\/strong> \u8fd9\u662f\u4e00\u6761\u66f4\u5177\u7075\u6d3b\u6027\u548c\u6027\u4ef7\u6bd4\u7684\u8def\u5f84\u3002\u4f01\u4e1a\u53ef\u4ee5\u5229\u7528\u5982<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u63d0\u4f9b\u7684\u5f3a\u5927**\u3010API\u5bf9\u63a5\u3011<strong>\u80fd\u529b\uff0c\u65e0\u7f1d\u8fde\u63a5\u73b0\u6709\u7684ERP\u7cfb\u7edf\u4e0e\u5916\u90e8\u4e13\u4e1a\u7684AI\u9884\u6d4b\u670d\u52a1\u6216\u81ea\u7814\u7684\u7b97\u6cd5\u6a21\u578b\u3002\u66f4\u8fdb\u4e00\u6b65\uff0c\u53ef\u4ee5\u5229\u7528\u652f\u9053\u5e73\u53f0\u7684\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u80fd\u529b\uff0c\u5982<\/strong>\u3010\u8868\u5355\u5f15\u64ce\u3011<strong>\u548c<\/strong>\u3010\u6d41\u7a0b\u5f15\u64ce\u3011**\uff0c\u5feb\u901f\u6784\u5efa\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u3001\u4e2a\u6027\u5316\u7684\u52a8\u6001\u5e93\u5b58\u9884\u8b66\u4e0e\u8865\u8d27\u5ba1\u6279\u5e94\u7528\u3002\u8fd9\u79cd\u65b9\u5f0f\u65e0\u9700\u66ff\u6362\u6838\u5fc3ERP\uff0c\u5b9e\u73b0\u4e86\u5bf9\u73b0\u6709\u7cfb\u7edf\u7684\u201c\u667a\u80fd\u5916\u6302\u201d\uff0c\u65e2\u4fdd\u62a4\u4e86\u539f\u6709\u6295\u8d44\uff0c\u53c8\u83b7\u5f97\u4e86\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684AI\u80fd\u529b\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u4eba\u673a\u534f\u540c\u4e0e\u6301\u7eed\u4f18\u5316\uff1a\u5efa\u7acb\u4fe1\u4efb\uff0c\u8fed\u4ee3\u8fdb\u5316<\/strong>AI\u7cfb\u7edf\u5e76\u975e\u4e00\u4e0a\u7ebf\u5c31\u80fd\u5b8c\u7f8e\u8fd0\u884c\u3002\u5728\u5b9e\u65bd\u521d\u671f\uff0c\u5efa\u7acb\u201c\u4eba\u673a\u534f\u540c\u201d\u7684\u5de5\u4f5c\u6a21\u5f0f\u81f3\u5173\u91cd\u8981\u3002AI\u751f\u6210\u7684\u91c7\u8d2d\u5efa\u8bae\u6216\u9608\u503c\u8c03\u6574\u65b9\u6848\uff0c\u5e94\u9996\u5148\u4ea4\u7531\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8ba1\u5212\u5458\u8fdb\u884c\u5ba1\u6838\u548c\u786e\u8ba4\u3002\u8fd9\u4e00\u65b9\u9762\u662f\u4e3a\u4e86\u9632\u8303\u521d\u671f\u6a21\u578b\u53ef\u80fd\u51fa\u73b0\u7684\u9519\u8bef\uff0c\u4fdd\u8bc1\u4e1a\u52a1\u7684\u5e73\u7a33\u8fd0\u884c\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u4eba\u5de5\u7684\u6bcf\u4e00\u6b21\u4fee\u6b63\u548c\u53cd\u9988\uff0c\u90fd\u6784\u6210\u4e86\u5bf9AI\u6a21\u578b\u7684\u518d\u8bad\u7ec3\u6570\u636e\u3002\u901a\u8fc7\u5efa\u7acb\u4e00\u4e2a\u6709\u6548\u7684\u53cd\u9988\u95ed\u73af\uff0c\u4eba\u5de5\u7684\u7ecf\u9a8c\u667a\u6167\u53ef\u4ee5\u88abAI\u7cfb\u7edf\u6301\u7eed\u5438\u6536\uff0c\u4f7f\u5176\u53d8\u5f97\u8d8a\u6765\u8d8a\u201c\u806a\u660e\u201d\uff0c\u9884\u6d4b\u8d8a\u6765\u8d8a\u7cbe\u51c6\u3002\u968f\u7740\u7cfb\u7edf\u51c6\u786e\u7387\u7684\u63d0\u5347\u548c\u56e2\u961f\u4fe1\u4efb\u7684\u5efa\u7acb\uff0c\u53ef\u4ee5\u9010\u6b65\u6269\u5927\u81ea\u52a8\u6267\u884c\u7684\u8303\u56f4\uff0c\u6700\u7ec8\u5b9e\u73b0\u9ad8\u5ea6\u81ea\u52a8\u5316\u7684\u667a\u80fd\u5e93\u5b58\u7ba1\u7406\u3002<\/p>\n<\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E6%A1%88%E4%BE%8B%E5%88%86%E6%9E%90%EF%BC%9AAI%E5%8A%A8%E6%80%81%E9%A2%84%E8%AD%A6%E5%9C%A8%E4%B8%8D%E5%90%8C%E8%A1%8C%E4%B8%9A%E4%B8%AD%E7%9A%84%E9%99%8D%E6%9C%AC%E5%A2%9E%E6%95%88%E6%88%90%E6%9E%9C\"><\/span>\u56db\u3001\u6848\u4f8b\u5206\u6790\uff1aAI\u52a8\u6001\u9884\u8b66\u5728\u4e0d\u540c\u884c\u4e1a\u4e2d\u7684\u964d\u672c\u589e\u6548\u6210\u679c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u7406\u8bba\u7684\u4ef7\u503c\u6700\u7ec8\u9700\u8981\u901a\u8fc7\u5b9e\u8df5\u6765\u68c0\u9a8c\u3002AI\u52a8\u6001\u5e93\u5b58\u9884\u8b66\u5e76\u975e\u7a7a\u4e2d\u697c\u9601\uff0c\u5b83\u5df2\u5728\u4f17\u591a\u884c\u4e1a\u4e2d\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u964d\u672c\u589e\u6548\u80fd\u529b\u3002\u4ee5\u4e0b\u8868\u683c\u901a\u8fc7\u5bf9\u6bd4\u5206\u6790\u4e24\u4e2a\u5178\u578b\u884c\u4e1a\u7684\u5e94\u7528\u6848\u4f8b\uff0c\u76f4\u89c2\u5c55\u793a\u4e86\u5176\u4e3a\u4f01\u4e1a\u5e26\u6765\u7684\u5177\u4f53\u4e1a\u52a1\u4ef7\u503c\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u884c\u4e1a<\/th>\n<th align=\"left\">\u9762\u4e34\u6311\u6218<\/th>\n<th align=\"left\">AI\u4f18\u5316\u7b56\u7565<\/th>\n<th align=\"left\">\u5173\u952e\u6210\u679c\uff08KPI\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>\u751f\u4ea7\u5236\u9020\u884c\u4e1a<\/strong><\/td>\n<td align=\"left\">\u539f\u6750\u6599\u79cd\u7c7b\u7e41\u591a\uff0c\u90e8\u5206\u4e3a\u957f\u5468\u671f\u8fdb\u53e3\u4ef6\uff0c\u9700\u6c42\u53d7\u751f\u4ea7\u8ba1\u5212\u6ce2\u52a8\u5f71\u54cd\u5927\u3002\u4f20\u7edfERP\u7684\u9759\u6001\u5b89\u5168\u5e93\u5b58\u5bfc\u81f4<strong>\u9ad8\u4ef7\u503c\u7269\u6599\u79ef\u538b<\/strong>\u4e0e<strong>\u5173\u952e\u7269\u6599\u7f3a\u6599\u505c\u5de5<\/strong>\u5e76\u5b58\u3002<\/td>\n<td align=\"left\">\u6574\u5408ERP\u751f\u4ea7\u8ba2\u5355\u3001BOM\u6e05\u5355\u4e0e\u4f9b\u5e94\u5546\u4ea4\u4ed8\u5468\u671f\u6570\u636e\uff0c\u5229\u7528AI\u9884\u6d4b\u672a\u6765\u5404\u65f6\u95f4\u70b9\u7684\u539f\u6750\u6599\u5b9e\u9645\u9700\u6c42\u91cf\u3002\u52a8\u6001\u8ba1\u7b97\u6bcf\u79cd\u539f\u6750\u6599\u7684\u5b89\u5168\u5e93\u5b58\u4e0e\u8865\u8d27\u70b9\uff0c\u5e76\u81ea\u52a8\u751f\u6210\u91c7\u8d2d\u5efa\u8bae\u3002<\/td>\n<td align=\"left\">- <strong>\u5e93\u5b58\u5468\u8f6c\u7387\u63d0\u534735%<\/strong>- <strong>\u7f3a\u6599\u5bfc\u81f4\u7684\u751f\u4ea7\u7ebf\u505c\u5de5\u7387\u4e0b\u964d80%<\/strong>- <strong>\u539f\u6750\u6599\u5e93\u5b58\u8d44\u91d1\u5360\u7528\u964d\u4f4e20%<\/strong><\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>\u91c7\u9500\u8d38\u6613\u884c\u4e1a<\/strong><\/td>\n<td align=\"left\">\u7ecf\u8425\u5927\u91cf\u5b63\u8282\u6027\u5546\u54c1\uff08\u5982\u670d\u88c5\u3001\u8282\u5e86\u7528\u54c1\uff09\uff0c\u9700\u6c42\u9884\u6d4b\u96be\u5ea6\u6781\u5927\u3002\u5b63\u524d\u5907\u8d27\u8fc7\u591a\u5bfc\u81f4\u5b63\u672b\u5927\u91cf\u6253\u6298\u6e05\u4ed3\uff0c\u4fb5\u8680\u5229\u6da6\uff1b\u5907\u8d27\u4e0d\u8db3\u5219\u9519\u5931\u9500\u552e\u65fa\u5b63\uff0c\u9020\u6210\u5de8\u5927\u673a\u4f1a\u635f\u5931\u3002<\/td>\n<td align=\"left\">\u878d\u5408\u5386\u53f2\u9500\u552e\u6570\u636e\u3001\u5929\u6c14\u9884\u62a5\u3001\u793e\u4ea4\u5a92\u4f53\u8d8b\u52bf\u53ca\u672a\u6765\u4fc3\u9500\u8ba1\u5212\uff0cAI\u6a21\u578b\u5bf9\u6bcf\u4e2aSKU\u5728\u9500\u552e\u5b63\u5185\u7684\u9700\u6c42\u66f2\u7ebf\u8fdb\u884c\u7cbe\u51c6\u9884\u6d4b\u3002\u57fa\u4e8e\u9884\u6d4b\u7ed3\u679c\uff0c\u52a8\u6001\u8c03\u6574\u8865\u8d27\u7b56\u7565\u4e0e\u9884\u8b66\u9608\u503c\u3002<\/td>\n<td align=\"left\">- <strong>\u7f3a\u8d27\u635f\u5931\uff08\u9500\u552e\u989d\uff09\u51cf\u5c1140%<\/strong>- <strong>\u5b63\u672b\u5e93\u5b58\u6301\u6709\u6210\u672c\u964d\u4f4e50%<\/strong>- <strong>\u6574\u4f53\u6bdb\u5229\u7387\u63d0\u53478\u4e2a\u767e\u5206\u70b9<\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u5728\u8fd9\u4e9b\u6210\u529f\u6848\u4f8b\u7684\u80cc\u540e\uff0c\u6211\u4eec\u770b\u5230\u4e86\u76f8\u4f3c\u7684\u5b9e\u73b0\u8def\u5f84\u3002\u4ee5<strong>\u751f\u4ea7\u5236\u9020\u884c\u4e1a<\/strong>\u4e3a\u4f8b\uff0c\u4f01\u4e1a\u901a\u8fc7\u90e8\u7f72\u7c7b\u4f3c<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u7684**\u3010ERP\u89e3\u51b3\u65b9\u6848\u3011<strong>\u6216<\/strong>\u3010\u751f\u4ea7\u5236\u9020\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\u3011<strong>\uff0c\u9996\u5148\u6253\u901a\u4e86\u751f\u4ea7\u3001\u91c7\u8d2d\u3001\u5e93\u5b58\u7b49\u591a\u4e2a\u73af\u8282\u7684\u6570\u636e\u3002\u968f\u540e\uff0c\u5229\u7528\u5e73\u53f0\u7684\u7075\u6d3b\u6027\uff0c\u96c6\u6210AI\u9884\u6d4b\u7b97\u6cd5\uff0c\u5bf9\u590d\u6742\u7684\u751f\u4ea7\u9700\u6c42\u8fdb\u884c\u5efa\u6a21\u3002AI\u8ba1\u7b97\u51fa\u7684\u52a8\u6001\u8865\u8d27\u5efa\u8bae\uff0c\u901a\u8fc7\u5e73\u53f0\u5185\u7f6e\u7684\u6d41\u7a0b\u5f15\u64ce\uff0c\u81ea\u52a8\u6d41\u8f6c\u81f3\u91c7\u8d2d\u90e8\u95e8\u8fdb\u884c\u5ba1\u6279\u6216\u6267\u884c\uff0c\u4ece\u800c\u5c06\u6574\u4e2a\u201c\u9884\u6d4b-\u51b3\u7b56-\u6267\u884c\u201d\u7684\u94fe\u6761\u9ad8\u5ea6\u81ea\u52a8\u5316\uff0c\u6700\u7ec8\u5b9e\u73b0\u4e86\u5e93\u5b58\u6c34\u5e73\u4e0e\u751f\u4ea7\u9700\u6c42\u7684\u5b8c\u7f8e\u5339\u914d\u3002\u5bf9\u4e8e<\/strong>\u91c7\u9500\u8d38\u6613\u884c\u4e1a**\u800c\u8a00\uff0c\u5e73\u53f0\u5219\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u53d8\u5316\uff0c\u5c06\u539f\u672c\u9700\u8981\u6570\u5468\u624d\u80fd\u5b8c\u6210\u7684\u5907\u8d27\u8ba1\u5212\u8c03\u6574\uff0c\u7f29\u77ed\u81f3\u51e0\u5929\u751a\u81f3\u5b9e\u65f6\uff0c\u6781\u5927\u5730\u589e\u5f3a\u4e86\u4f01\u4e1a\u7684\u5e02\u573a\u7ade\u4e89\u529b\u3002\u8fd9\u4e9b\u6570\u636e\u9a71\u52a8\u7684\u6210\u679c\uff0c\u96c4\u8fa9\u5730\u8bc1\u660e\u4e86AI\u52a8\u6001\u9884\u8b66\u662f\u4f01\u4e1a\u5728\u6fc0\u70c8\u5e02\u573a\u7ade\u4e89\u4e2d\u8131\u9896\u800c\u51fa\u7684\u5173\u952e\u5229\u5668\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%94%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%E7%AE%A1%E7%90%86%E5%B9%B3%E5%8F%B0%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BD%E5%BA%93%E5%AD%98%E7%AE%A1%E7%90%86\"><\/span>\u4e94\u3001\u8d85\u8d8a\u4f20\u7edfERP\uff1a\u65b0\u4e00\u4ee3\u7ba1\u7406\u5e73\u53f0\u5982\u4f55\u8d4b\u80fd\u5e93\u5b58\u7ba1\u7406<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c3d\u7ba1AI\u52a8\u6001\u9884\u8b66\u7684\u4ef7\u503c\u663e\u800c\u6613\u89c1\uff0c\u4f46\u8bb8\u591a\u4f01\u4e1a\u5728\u5c1d\u8bd5\u843d\u5730\u65f6\uff0c\u5374\u53d1\u73b0\u4f20\u7edf\u7684ERP\u7cfb\u7edf\u6210\u4e3a\u4e86\u4e00\u4e2a\u201c\u6c89\u91cd\u7684\u67b7\u9501\u201d\u3002\u8fd9\u4e9b\u7cfb\u7edf\u901a\u5e38\u7ed3\u6784\u521a\u6027\u3001\u6d41\u7a0b\u56fa\u5316\uff0c\u8fdb\u884c\u4e8c\u6b21\u5f00\u53d1\u6216\u96c6\u6210\u7684\u6210\u672c\u9ad8\u6602\u4e14\u5468\u671f\u6f2b\u957f\uff0c\u96be\u4ee5\u9002\u5e94\u667a\u80fd\u5316\u65f6\u4ee3\u5bf9\u654f\u6377\u6027\u548c\u7075\u6d3b\u6027\u7684\u8981\u6c42\u3002\u5f53\u4e1a\u52a1\u9700\u8981\u5f15\u5165\u65b0\u7684\u9884\u6d4b\u6a21\u578b\u3001\u8c03\u6574\u8865\u8d27\u903b\u8f91\u6216\u8fde\u63a5\u5916\u90e8\u6570\u636e\u6e90\u65f6\uff0c\u5f80\u5f80\u9700\u8981\u4f9d\u8d56\u539f\u5382\u5546\u6216\u4e13\u4e1a\u7684\u5b9e\u65bd\u987e\u95ee\uff0c\u4f01\u4e1a\u81ea\u8eab\u7f3a\u4e4f\u4e3b\u5bfc\u6743\u3002\u8fd9\u6b63\u662f\u4ee5\u201c<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u201d\u4e3a\u4ee3\u8868\u7684\u65b0\u4e00\u4ee3\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e94\u7528\u642d\u5efa\u5e73\u53f0\u80fd\u591f\u5927\u653e\u5f02\u5f69\u7684\u9886\u57df\u3002<\/p>\n<p>\u8fd9\u7c7b\u5e73\u53f0\u7684\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff0c\u5b83\u4eec\u5c06\u6280\u672f\u80fd\u529b\u201c\u89e3\u8026\u201d\u5e76\u201c\u8d4b\u80fd\u201d\u7ed9\u4e1a\u52a1\u90e8\u95e8\uff0c\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u4e2a\u6027\u5316\u3001\u667a\u80fd\u5316\u5e93\u5b58\u7ba1\u7406\u7cfb\u7edf\u7684\u66f4\u4f18\u9009\u62e9\u3002\u5176\u4f18\u52bf\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u4e09\u4e2a\u65b9\u9762\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u3010\u4e2a\u6027\u5316\u3011<\/strong>\uff1a\u4f20\u7edfERP\u63d0\u4f9b\u7684\u662f\u6807\u51c6\u5316\u7684\u5e93\u5b58\u6a21\u5757\uff0c\u800c\u6bcf\u4e2a\u4f01\u4e1a\u7684\u5e93\u5b58\u7ba1\u7406\u75db\u70b9\u548c\u4e1a\u52a1\u6d41\u7a0b\u90fd\u6709\u5176\u72ec\u7279\u6027\u3002\u501f\u52a9<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u7684**\u3010\u8868\u5355\u5f15\u64ce\u3011<strong>\uff0c\u4f01\u4e1a\u53ef\u4ee5\u50cf\u642d\u79ef\u6728\u4e00\u6837\uff0c\u62d6\u62c9\u62fd\u8bbe\u8ba1\u51fa\u5b8c\u5168\u7b26\u5408\u81ea\u8eab\u9700\u6c42\u7684\u5e93\u5b58\u770b\u677f\u3001\u7269\u6599\u4e3b\u6570\u636e\u7ba1\u7406\u9875\u9762\u3002\u518d\u7ed3\u5408<\/strong>\u3010\u6d41\u7a0b\u5f15\u64ce\u3011**\uff0c\u53ef\u4ee5\u81ea\u5b9a\u4e49\u4ece\u9884\u8b66\u89e6\u53d1\u3001\u91c7\u8d2d\u7533\u8bf7\u3001\u591a\u7ea7\u5ba1\u6279\u5230\u5165\u5e93\u786e\u8ba4\u7684\u5168\u5957\u6d41\u7a0b\uff0c\u8ba9\u7cfb\u7edf\u767e\u5206\u4e4b\u767e\u8d34\u5408\u4f01\u4e1a\u7684\u5b9e\u9645\u8fd0\u4f5c\u65b9\u5f0f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u3010\u6269\u5c55\u6027\u3011<\/strong>\uff1a\u5e02\u573a\u5728\u53d8\uff0c\u7ba1\u7406\u9700\u6c42\u4e5f\u5728\u53d8\u3002\u65b0\u4e00\u4ee3\u5e73\u53f0\u63d0\u4f9b\u4e86\u6781\u9ad8\u7684**\u3010\u6269\u5c55\u6027\u3011**\u3002\u4eca\u5929\u4f01\u4e1a\u53ef\u80fd\u53ea\u9700\u8981\u7b80\u5355\u7684\u52a8\u6001\u5b89\u5168\u5e93\u5b58\u9884\u8b66\uff0c\u660e\u5929\u53ef\u80fd\u5e0c\u671b\u5f15\u5165\u66f4\u590d\u6742\u7684\u4f9b\u5e94\u5546\u534f\u540c\u8865\u8d27\uff08VMI\uff09\u6a21\u5f0f\uff0c\u540e\u5929\u53c8\u60f3\u96c6\u6210\u7269\u8054\u7f51\uff08IoT\uff09\u8bbe\u5907\u6765\u5b9e\u65f6\u8ffd\u8e2a\u5e93\u5b58\u3002\u5728\u652f\u9053\u8fd9\u6837\u7684\u5e73\u53f0\u4e0a\uff0c\u8fd9\u4e9b\u65b0\u9700\u6c42\u7684\u5b9e\u73b0\u4e0d\u518d\u9700\u8981\u6f2b\u957f\u7684\u5f00\u53d1\u5468\u671f\uff0c\u4e1a\u52a1\u4eba\u5458\u751a\u81f3\u53ef\u4ee5\u81ea\u884c\u901a\u8fc7\u914d\u7f6e\u6765\u6269\u5c55\u5e94\u7528\u529f\u80fd\uff0c\u4f7f\u7cfb\u7edf\u80fd\u591f\u4e0e\u4f01\u4e1a\u4e00\u540c\u6210\u957f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u3010\u4e00\u4f53\u5316\u3011<\/strong>\uff1aAI\u5e93\u5b58\u7ba1\u7406\u5e76\u975e\u5b64\u7acb\u7684\u529f\u80fd\uff0c\u5b83\u9700\u8981\u4e0e\u9500\u552e\u3001\u751f\u4ea7\u3001\u8d22\u52a1\u7b49\u7cfb\u7edf\u7d27\u5bc6\u8054\u52a8\u3002<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u7684**\u3010\u4e00\u4f53\u5316\u3011<strong>\u8bbe\u8ba1\u7406\u5ff5\uff0c\u4f7f\u5176\u80fd\u591f\u8f7b\u677e\u5730\u4f5c\u4e3a\u4f01\u4e1a\u7684\u6570\u636e\u4e2d\u67a2\uff0c\u901a\u8fc7<\/strong>\u3010API\u5bf9\u63a5\u3011<strong>\u80fd\u529b\u8fde\u63a5\u91d1\u8776\u3001\u7528\u53cb\u7b49\u73b0\u6709ERP\u7cfb\u7edf\uff0c\u540c\u65f6\u8986\u76d6CRM\u3001MES\u7b49\u591a\u4e2a\u4e1a\u52a1\u573a\u666f\uff0c\u5f7b\u5e95\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5176\u5185\u7f6e\u7684<\/strong>\u3010\u89c4\u5219\u5f15\u64ce\u3011**\u53ef\u4ee5\u6210\u4e3a\u6574\u4e2a\u667a\u80fd\u51b3\u7b56\u7684\u6838\u5fc3\uff0c\u9884\u8bbe\u201c\u5f53A\u7269\u6599\u7684AI\u9884\u6d4b\u5e93\u5b58\u4f4e\u4e8e\u52a8\u6001\u9608\u503c\uff0c\u4e14\u4f9b\u5e94\u5546\u4e3aB\u65f6\uff0c\u81ea\u52a8\u521b\u5efa\u91c7\u8d2d\u8ba2\u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