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class=\"ez-toc-section\" id=\"%E4%BA%8C%E3%80%81%E6%88%98%E7%95%A5%E5%AE%9A%E4%B9%89%EF%BC%9AAI%E5%A6%82%E4%BD%95%E8%B5%8B%E8%83%BDERP%E7%B3%BB%E7%BB%9F%E5%AE%9E%E7%8E%B0%E7%B2%BE%E5%87%86%E9%A3%8E%E9%99%A9%E8%AF%84%E4%BC%B0%EF%BC%9F\"><\/span>\u4e8c\u3001\u6218\u7565\u5b9a\u4e49\uff1aAI\u5982\u4f55\u8d4b\u80fdERP\u7cfb\u7edf\u5b9e\u73b0\u7cbe\u51c6\u98ce\u9669\u8bc4\u4f30\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI\u6280\u672f\u5e76\u975e\u8981\u53d6\u4ee3ERP\uff0c\u800c\u662f\u4f5c\u4e3a\u5176\u201c\u667a\u80fd\u5927\u8111\u201d\uff0c\u901a\u8fc7\u6df1\u5ea6\u878d\u5408\uff0c\u5c06ERP\u7cfb\u7edf\u4e2d\u6c89\u7761\u7684\u6d77\u91cf\u6570\u636e\u8f6c\u5316\u4e3a\u5177\u6709\u524d\u77bb\u6027\u7684\u6d1e\u5bdf\u529b\u3002\u8fd9\u79cd\u8d4b\u80fd\u662f\u7cfb\u7edf\u6027\u7684\uff0c\u5b83\u5f7b\u5e95\u6539\u53d8\u4e86\u6570\u636e\u5904\u7406\u3001\u98ce\u9669\u8bc6\u522b\u5230\u51b3\u7b56\u652f\u6301\u7684\u5168\u8fc7\u7a0b\u3002\u4ee5\u4e0b\u8868\u683c\u6e05\u6670\u5730\u5bf9\u6bd4\u4e86\u5728\u56db\u4e2a\u5173\u952e\u73af\u8282\u4e2d\uff0c\u4f20\u7edfERP\u7684\u5c40\u9650\u6027\u4ee5\u53caAI\u8d4b\u80fd\u540e\u6240\u5e26\u6765\u7684\u9769\u547d\u6027\u80fd\u529b\u63d0\u5347\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th align=\"left\">\u73af\u8282<\/th>\n<th align=\"left\">\u4f20\u7edfERP\u5c40\u9650<\/th>\n<th align=\"left\">AI\u8d4b\u80fd\u540e\u80fd\u529b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td align=\"left\"><strong>1. \u6570\u636e\u91c7\u96c6\u4e0e\u6574\u5408<\/strong><\/td>\n<td align=\"left\">\u4ec5\u5904\u7406\u5185\u90e8\u7ed3\u6784\u5316\u6570\u636e\uff08\u5982\u8ba2\u5355\u3001\u5e93\u5b58\u3001\u8d22\u52a1\uff09\uff0c\u6570\u636e\u6e90\u5355\u4e00\uff0c\u5b58\u5728\u4fe1\u606f\u5b64\u5c9b\u3002\u6570\u636e\u5f55\u5165\u4f9d\u8d56\u4eba\u5de5\uff0c\u65f6\u6548\u6027\u5dee\u3002<\/td>\n<td align=\"left\"><strong>\u5168\u57df\u6570\u636e\u878d\u5408<\/strong>\uff1a\u901a\u8fc7API\u548c\u722c\u866b\u6280\u672f\uff0c\u81ea\u52a8\u6574\u5408\u5185\u5916\u90e8\u3001\u7ed3\u6784\u5316\u4e0e\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5982\u4f9b\u5e94\u5546\u65b0\u95fb\u3001\u793e\u4ea4\u5a92\u4f53\u60c5\u7eea\u3001\u5929\u6c14\u9884\u62a5\u3001\u6e2f\u53e3\u62e5\u5835\u6307\u6570\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\u7b49\uff0c\u5f62\u6210360\u5ea6\u98ce\u9669\u6570\u636e\u89c6\u56fe\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>2. \u98ce\u9669\u8bc6\u522b\u4e0e\u5efa\u6a21<\/strong><\/td>\n<td align=\"left\">\u4f9d\u8d56\u4eba\u5de5\u8bbe\u5b9a\u56fa\u5b9a\u7684\u9608\u503c\u548c\u89c4\u5219\uff08\u5982\u5b89\u5168\u5e93\u5b58\u4f4e\u4e8eX\u5219\u9884\u8b66\uff09\uff0c\u65e0\u6cd5\u8bc6\u522b\u590d\u6742\u7684\u3001\u9690\u85cf\u7684\u98ce\u9669\u6a21\u5f0f\u3002\u5bf9\u65b0\u51fa\u73b0\u7684\u98ce\u9669\u7c7b\u578b\u53cd\u5e94\u8fdf\u949d\u3002<\/td>\n<td align=\"left\"><strong>\u52a8\u6001\u4e0e\u81ea\u9002\u5e94\u8bc6\u522b<\/strong>\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u81ea\u4e3b\u5b66\u4e60\u5e76\u8bc6\u522b\u590d\u6742\u7684\u5173\u8054\u5173\u7cfb\u548c\u5f02\u5e38\u6a21\u5f0f\u3002\u80fd\u591f\u53d1\u73b0\u201c\u4f9b\u5e94\u5546A\u7684\u8d22\u52a1\u8d1f\u9762\u65b0\u95fb\u201d\u4e0e\u201c\u7269\u6599B\u7684\u4ea4\u4ed8\u5ef6\u8fdf\u6982\u7387\u201d\u4e4b\u95f4\u7684\u9690\u85cf\u5173\u8054\uff0c\u5e76\u52a8\u6001\u8c03\u6574\u98ce\u9669\u6a21\u578b\u3002<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>3. \u9884\u8b66\u4e0e\u60c5\u666f\u6a21\u62df<\/strong><\/td>\n<td align=\"left\">\u9884\u8b66\u673a\u5236\u50f5\u5316\uff0c\u901a\u5e38\u662f\u201c\u4e8b\u540e\u201d\u6216\u201c\u4e34\u8fd1\u201d\u544a\u8b66\uff0c\u65e0\u6cd5\u63d0\u4f9b\u5145\u8db3\u7684\u5e94\u5bf9\u65f6\u95f4\u3002\u7f3a\u4e4f\u5bf9\u98ce\u9669\u8fde\u9501\u53cd\u5e94\u7684\u6a21\u62df\u80fd\u529b\u3002<\/td>\n<td align=\"left\"><strong>\u9884\u6d4b\u6027\u9884\u8b66\u4e0e\u201cWhat-if\u201d\u5206\u6790<\/strong>\uff1a\u57fa\u4e8e\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u524d\u6570\u5468\u751a\u81f3\u6570\u6708\u53d1\u51fa\u9ad8\u6982\u7387\u98ce\u9669\u9884\u8b66\u3002\u652f\u6301\u60c5\u666f\u6a21\u62df\uff0c\u5982\u201c\u82e5\u4e3b\u8981\u4f9b\u5e94\u5546\u4ea7\u80fd\u4e0b\u964d20%\uff0c\u5bf9\u4e0b\u6e38100\u4e2a\u8ba2\u5355\u7684\u4ea4\u4ed8\u5f71\u54cd\u662f\u4ec0\u4e48\uff1f\u5207\u6362\u81f3\u5907\u7528\u4f9b\u5e94\u5546\u7684\u6210\u672c\u4e0e\u65f6\u95f4\u5982\u4f55\uff1f\u201d<\/td>\n<\/tr>\n<tr>\n<td align=\"left\"><strong>4. \u51b3\u7b56\u652f\u6301\u4e0e\u54cd\u5e94<\/strong><\/td>\n<td align=\"left\">\u63d0\u4f9b\u5386\u53f2\u6570\u636e\u62a5\u8868\uff0c\u51b3\u7b56\u4f9d\u8d56\u4e8e\u7ba1\u7406\u8005\u7684\u7ecf\u9a8c\u548c\u76f4\u89c9\u3002\u54cd\u5e94\u65b9\u6848\u9700\u8981\u4eba\u5de5\u8de8\u90e8\u95e8\u534f\u8c03\uff0c\u6548\u7387\u4f4e\u4e0b\u3002<\/td>\n<td align=\"left\"><strong>\u667a\u80fd\u63a8\u8350\u4e0e\u81ea\u52a8\u5316\u54cd\u5e94<\/strong>\uff1a\u57fa\u4e8e\u6a21\u62df\u7ed3\u679c\uff0cAI\u53ef\u63a8\u8350\u6700\u4f18\u7684\u5e94\u5bf9\u7b56\u7565\uff08\u5982\u8c03\u6574\u91c7\u8d2d\u8ba2\u5355\u3001\u5207\u6362\u7269\u6d41\u8def\u7ebf\u3001\u542f\u7528\u66ff\u4ee3\u7269\u6599\uff09\uff0c\u5e76\u80fd\u901a\u8fc7\u89c4\u5219\u5f15\u64ce\u81ea\u52a8\u89e6\u53d1\u54cd\u5e94\u6d41\u7a0b\uff0c\u5982\u751f\u6210\u7d27\u6025\u91c7\u8d2d\u5355\u3001\u66f4\u65b0\u751f\u4ea7\u8ba1\u5212\uff0c\u6781\u5927\u7f29\u77ed\u51b3\u7b56\u548c\u6267\u884c\u5468\u671f\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"1_%E9%A2%84%E6%B5%8B%E6%80%A7%E5%88%86%E6%9E%90%EF%BC%9A%E5%9F%BA%E4%BA%8E%E5%8E%86%E5%8F%B2%E6%95%B0%E6%8D%AE%E4%B8%8E%E5%A4%96%E9%83%A8%E5%8F%98%E9%87%8F%EF%BC%8C%E7%B2%BE%E5%87%86%E9%A2%84%E6%B5%8B%E6%9C%AA%E6%9D%A5%E9%A3%8E%E9%99%A9%E6%A6%82%E7%8E%87\"><\/span>1. \u9884\u6d4b\u6027\u5206\u6790\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u4e0e\u5916\u90e8\u53d8\u91cf\uff0c\u7cbe\u51c6\u9884\u6d4b\u672a\u6765\u98ce\u9669\u6982\u7387<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u8d4b\u80fd\u7684\u6838\u5fc3\u5728\u4e8e\u4ece\u201c\u63cf\u8ff0\u8fc7\u53bb\u201d\u8f6c\u5411\u201c\u9884\u6d4b\u672a\u6765\u201d\u3002\u9884\u6d4b\u6027\u5206\u6790\uff08Predictive Analytics\uff09\u662f\u5176\u4e2d\u7684\u5173\u952e\u6280\u672f\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u7b80\u5355\u7684\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff0c\u800c\u662f\u6784\u5efa\u590d\u6742\u7684\u591a\u53d8\u91cf\u6a21\u578b\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u5148\u8fdb\u7684\u9700\u6c42\u9884\u6d4b\u6a21\u578b\u4f1a\u7efc\u5408\u8003\u8651ERP\u4e2d\u7684\u5386\u53f2\u9500\u552e\u6570\u636e\u3001\u5f53\u524d\u7684\u4fc3\u9500\u6d3b\u52a8\u3001\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u4ea7\u54c1\u70ed\u5ea6\u3001\u7ade\u54c1\u7684\u8425\u9500\u52a8\u4f5c\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6307\u6807\uff08\u5982CPI\uff09\u4e43\u81f3\u5929\u6c14\u9884\u62a5\uff08\u5bf9\u67d0\u4e9b\u5feb\u6d88\u54c1\u5f71\u54cd\u5de8\u5927\uff09\u3002\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982Gradient Boosting\u6216LSTM\u795e\u7ecf\u7f51\u7edc\uff09\uff0c\u7cfb\u7edf\u80fd\u591f\u8ba1\u7b97\u51fa\u672a\u6765\u7279\u5b9a\u65f6\u95f4\u6bb5\u5185\uff0c\u67d0\u4e2aSKU\u5728\u67d0\u4e2a\u533a\u57df\u7684\u9700\u6c42\u91cf\u53ca\u5176\u6982\u7387\u5206\u5e03\u3002\u540c\u6837\uff0c\u5728\u4f9b\u5e94\u7aef\uff0c\u901a\u8fc7\u5206\u6790\u4f9b\u5e94\u5546\u7684\u5386\u53f2\u5c65\u7ea6\u8bb0\u5f55\u3001\u8d22\u52a1\u5065\u5eb7\u8bc4\u5206\u3001\u6240\u5728\u5730\u7684\u5730\u7f18\u653f\u6cbb\u98ce\u9669\u6307\u6570\u7b49\u53d8\u91cf\uff0cAI\u53ef\u4ee5\u7cbe\u51c6\u9884\u6d4b\u5176\u672a\u6765\u53d1\u751f\u4ea4\u4ed8\u4e2d\u65ad\u7684\u6982\u7387\uff0c\u8ba9\u4f01\u4e1a\u4ece\u88ab\u52a8\u63a5\u53d7\u201c\u65ad\u4f9b\u901a\u77e5\u201d\u8f6c\u53d8\u4e3a\u4e3b\u52a8\u8fdb\u884c\u201c\u98ce\u9669\u5bf9\u51b2\u201d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E5%BC%82%E5%B8%B8%E6%A3%80%E6%B5%8B%EF%BC%9A%E5%AE%9E%E6%97%B6%E7%9B%91%E6%8E%A7%E4%BE%9B%E5%BA%94%E9%93%BE%E5%85%A8%E9%93%BE%E8%B7%AF%E6%95%B0%E6%8D%AE%EF%BC%8C%E8%87%AA%E5%8A%A8%E8%AF%86%E5%88%AB%E5%BC%82%E5%B8%B8%E4%BF%A1%E5%8F%B7\"><\/span>2. \u5f02\u5e38\u68c0\u6d4b\uff1a\u5b9e\u65f6\u76d1\u63a7\u4f9b\u5e94\u94fe\u5168\u94fe\u8def\u6570\u636e\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u4fe1\u53f7<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5982\u679c\u8bf4\u9884\u6d4b\u6027\u5206\u6790\u662f\u201c\u9884\u89c1\u672a\u6765\u201d\uff0c\u90a3\u4e48\u5f02\u5e38\u68c0\u6d4b\uff08Anomaly Detection\uff09\u5c31\u662f\u201c\u6d1e\u5bdf\u73b0\u5728\u201d\u3002\u4f9b\u5e94\u94fe\u662f\u4e00\u4e2a\u5145\u6ee1\u201c\u566a\u97f3\u201d\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u5fae\u5c0f\u7684\u5f02\u5e38\u4fe1\u53f7\u5f80\u5f80\u662f\u91cd\u5927\u98ce\u9669\u7684\u524d\u5146\uff0c\u4f46\u6781\u6613\u88ab\u4eba\u5de5\u5ffd\u7565\u3002AI\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u80fd\u591f7x24\u5c0f\u65f6\u4e0d\u95f4\u65ad\u5730\u76d1\u63a7\u4ece\u8ba2\u5355\u751f\u6210\u3001\u91c7\u8d2d\u3001\u751f\u4ea7\u3001\u7269\u6d41\u5230\u4ea4\u4ed8\u7684\u5168\u94fe\u8def\u6570\u636e\u6d41\u3002\u5b83\u5b66\u4e60\u5e76\u5b9a\u4e49\u4e86\u201c\u6b63\u5e38\u201d\u7684\u884c\u4e3a\u6a21\u5f0f\uff0c\u4efb\u4f55\u504f\u79bb\u8fd9\u4e00\u6a21\u5f0f\u7684\u6570\u636e\u70b9\u90fd\u4f1a\u88ab\u7acb\u523b\u6807\u8bb0\u3002\u4f8b\u5982\uff0c\u67d0\u6279\u6b21\u4ea7\u54c1\u7684\u5728\u5236\u54c1\u5408\u683c\u7387\u7a81\u7136\u51fa\u73b0\u5fae\u5c0f\u4f46\u6301\u7eed\u7684\u4e0b\u964d\u3001\u67d0\u4e2a\u4f9b\u5e94\u5546\u7684\u5e73\u5747\u4ea4\u4ed8\u5468\u671f\u5728\u65e0\u660e\u663e\u539f\u56e0\u7684\u60c5\u51b5\u4e0b\u5ef6\u957f\u4e860.5\u5929\u3001\u67d0\u6761\u7269\u6d41\u7ebf\u8def\u7684\u8fd0\u8f93\u6210\u672c\u5728\u8fc7\u53bb\u4e00\u5468\u5185\u4e0a\u6da8\u4e863%\u2026\u2026\u8fd9\u4e9b\u770b\u4f3c\u4e0d\u8d77\u773c\u7684\u4fe1\u53f7\uff0c\u90fd\u53ef\u80fd\u88abAI\u6355\u6349\u5e76\u5224\u5b9a\u4e3a\u9700\u8981\u5173\u6ce8\u7684\u5f02\u5e38\u3002\u7cfb\u7edf\u4f1a\u81ea\u52a8\u53d1\u51fa\u8b66\u62a5\uff0c\u5e76\u5173\u8054\u76f8\u5173\u6570\u636e\uff0c\u5e2e\u52a9\u7ba1\u7406\u8005\u5728\u95ee\u9898\u840c\u82bd\u9636\u6bb5\u5c31\u8fc5\u901f\u4ecb\u5165\uff0c\u9632\u6b62\u5176\u6f14\u53d8\u6210\u91cd\u5927\u5371\u673a\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%B8%89%E3%80%81%E9%80%89%E5%9E%8B%E5%9D%90%E6%A0%87%E7%B3%BB%EF%BC%9A%E6%9E%84%E5%BB%BAAI%E9%A9%B1%E5%8A%A8%E7%9A%84%E4%BE%9B%E5%BA%94%E9%93%BE%E9%A3%8E%E9%99%A9%E7%AE%A1%E7%90%86%E5%B9%B3%E5%8F%B0%E7%9A%84%E4%B8%89%E7%A7%8D%E8%B7%AF%E5%BE%84\"><\/span>\u4e09\u3001\u9009\u578b\u5750\u6807\u7cfb\uff1a\u6784\u5efaAI\u9a71\u52a8\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u7ba1\u7406\u5e73\u53f0\u7684\u4e09\u79cd\u8def\u5f84<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5f53\u4f01\u4e1a\u51b3\u7b56\u8005\u8ba4\u8bc6\u5230AI\u8d4b\u80fd\u7684\u5de8\u5927\u4ef7\u503c\u540e\uff0c\u63a5\u8e35\u800c\u81f3\u7684\u95ee\u9898\u4fbf\u662f\uff1a\u5982\u4f55\u5c06\u8fd9\u4e00\u6218\u7565\u6784\u60f3\u843d\u5730\uff1f\u5e02\u573a\u4e0a\u5b58\u5728\u591a\u79cd\u6280\u672f\u5b9e\u73b0\u8def\u5f84\uff0c\u6bcf\u79cd\u8def\u5f84\u90fd\u6709\u5176\u72ec\u7279\u7684\u9002\u7528\u573a\u666f\u3001\u6210\u672c\u7ed3\u6784\u548c\u5b9e\u65bd\u5468\u671f\u3002\u4e3a\u5e2e\u52a9\u60a8\u505a\u51fa\u6700\u9002\u5408\u81ea\u8eab\u53d1\u5c55\u7684\u9009\u62e9\uff0c\u6211\u4eec\u6784\u5efa\u4e86\u4ee5\u4e0b\u9009\u578b\u5750\u6807\u7cfb\uff0c\u8be6\u7ec6\u9610\u8ff0\u4e09\u79cd\u4e3b\u6d41\u8def\u5f84\u7684\u4f18\u52a3\u52bf\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u8def\u5f84\u4e00\uff1a\u5347\u7ea7\u73b0\u6709ERP\u7cfb\u7edf\uff08\u4f9d\u8d56\u539f\u5382\u5546\u63d0\u4f9bAI\u6a21\u5757\uff09<\/strong><\/p>\n<ul>\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u8fd9\u662f\u6700\u76f4\u63a5\u7684\u8def\u5f84\uff0c\u5373\u5411\u60a8\u5f53\u524d\u7684ERP\u4f9b\u5e94\u5546\uff08\u5982SAP, Oracle\u7b49\uff09\u91c7\u8d2d\u5176\u5b98\u65b9\u63a8\u51fa\u7684AI\u6216\u667a\u80fd\u5206\u6790\u6a21\u5757\u3002\u8fd9\u4e9b\u6a21\u5757\u901a\u5e38\u4e0e\u6838\u5fc3ERP\u7cfb\u7edf\u65e0\u7f1d\u96c6\u6210\uff0c\u80fd\u591f\u76f4\u63a5\u5229\u7528ERP\u5185\u7684\u539f\u751f\u6570\u636e\u3002<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u96c6\u6210\u5ea6\u9ad8\uff0c\u6570\u636e\u4e00\u81f4\u6027\u6709\u4fdd\u969c\uff1b\u4f9b\u5e94\u5546\u63d0\u4f9b\u7edf\u4e00\u7684\u6280\u672f\u652f\u6301\u548c\u7ef4\u62a4\uff0c\u8d23\u4efb\u754c\u9762\u6e05\u6670\uff1b\u5bf9\u4e8e\u6df1\u5ea6\u4f7f\u7528\u8be5ERP\u7cfb\u7edf\u7684\u4f01\u4e1a\uff0c\u5458\u5de5\u5b66\u4e60\u66f2\u7ebf\u76f8\u5bf9\u5e73\u7f13\u3002<\/li>\n<li><strong>\u52a3\u52bf<\/strong>\uff1a\u6210\u672c\u9ad8\u6602\uff0cAI\u6a21\u5757\u7684\u8bb8\u53ef\u8d39\u7528\u548c\u5b9e\u65bd\u8d39\u7528\u4e0d\u83f2\uff1b\u7075\u6d3b\u6027\u5dee\uff0c\u529f\u80fd\u548c\u7b97\u6cd5\u7531\u5382\u5546\u9884\u5b9a\u4e49\uff0c\u96be\u4ee5\u6839\u636e\u4f01\u4e1a\u72ec\u7279\u7684\u4e1a\u52a1\u6d41\u7a0b\u548c\u98ce\u9669\u6a21\u578b\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\uff1b\u5347\u7ea7\u5468\u671f\u957f\uff0c\u4f01\u4e1a\u9700\u8981\u8ddf\u968f\u5382\u5546\u7684\u4ea7\u54c1\u8def\u7ebf\u56fe\uff0c\u65e0\u6cd5\u5feb\u901f\u54cd\u5e94\u65b0\u5174\u7684\u4e1a\u52a1\u9700\u6c42\u3002<\/li>\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u9884\u7b97\u5145\u8db3\u3001\u5bf9\u73b0\u6709ERP\u7cfb\u7edf\u4f9d\u8d56\u5ea6\u6781\u9ad8\u3001\u4e14\u98ce\u9669\u7ba1\u7406\u9700\u6c42\u76f8\u5bf9\u6807\u51c6\u5316\u7684\u8d85\u5927\u578b\u4f01\u4e1a\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u8def\u5f84\u4e8c\uff1a\u91c7\u8d2d\u72ec\u7acb\u7684AI\u98ce\u9669\u7ba1\u7406SaaS\u5de5\u5177\uff08\u4e0e\u73b0\u6709ERP\u96c6\u6210\uff09<\/strong><\/p>\n<ul>\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u9009\u62e9\u5e02\u573a\u4e0a\u4e13\u6ce8\u4e8e\u4f9b\u5e94\u94fe\u98ce\u9669\u7ba1\u7406\u7684\u7b2c\u4e09\u65b9SaaS\uff08\u8f6f\u4ef6\u5373\u670d\u52a1\uff09\u4ea7\u54c1\u3002\u8fd9\u4e9b\u5de5\u5177\u901a\u5e38\u5728\u7279\u5b9a\u9886\u57df\uff08\u5982\u4f9b\u61c9\u5546\u98ce\u9669\u76d1\u63a7\u3001\u7269\u6d41\u8ffd\u8e2a\u3001\u9700\u6c42\u9884\u6d4b\uff09\u5177\u5907\u6df1\u539a\u7684\u7b97\u6cd5\u79ef\u7d2f\u548c\u884c\u4e1a\u6570\u636e\u3002\u901a\u8fc7API\u63a5\u53e3\u4e0e\u4f01\u4e1a\u73b0\u6709\u7684ERP\u7cfb\u7edf\u8fdb\u884c\u6570\u636e\u5bf9\u63a5\u3002<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\u529f\u80fd\u4e13\u4e1a\u6df1\u5165\uff0c\u80fd\u591f\u5feb\u901f\u83b7\u5f97\u67d0\u4e2a\u9886\u57df\u7684\u9876\u5c16AI\u80fd\u529b\uff1b\u90e8\u7f72\u901f\u5ea6\u5feb\uff0c\u901a\u5e38\u4e3a\u8ba2\u9605\u5236\uff0c\u524d\u671f\u6295\u5165\u76f8\u5bf9\u8f83\u4f4e\uff1b\u6280\u672f\u66f4\u65b0\u8fed\u4ee3\u5feb\uff0c\u80fd\u591f\u6301\u7eed\u4eab\u53d7\u6700\u65b0\u7684\u7b97\u6cd5\u548c\u529f\u80fd\u3002<\/li>\n<li><strong>\u52a3\u52bf<\/strong>\uff1a\u6570\u636e\u96c6\u6210\u662f\u4e00\u5927\u6311\u6218\uff0c\u53ef\u80fd\u5b58\u5728\u6570\u636e\u540c\u6b65\u5ef6\u8fdf\u3001\u6807\u51c6\u4e0d\u4e00\u7684\u95ee\u9898\uff0c\u5f62\u6210\u65b0\u7684\u201c\u6570\u636e\u5b64\u5c9b\u201d\uff1b\u591a\u4e2aSaaS\u5de5\u5177\u5e76\u5b58\u4f1a\u5bfc\u81f4\u7cfb\u7edf fragmented\uff08\u788e\u7247\u5316\uff09\uff0c\u7ba1\u7406\u590d\u6742\uff1b\u957f\u671f\u8ba2\u9605\u6210\u672c\u53ef\u80fd\u5f88\u9ad8\uff0c\u4e14\u6570\u636e\u6c89\u6dc0\u5728\u7b2c\u4e09\u65b9\u5e73\u53f0\uff0c\u5b58\u5728\u4e00\u5b9a\u5b89\u5168\u987e\u8651\u3002<\/li>\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u5e0c\u671b\u5feb\u901f\u89e3\u51b3\u7279\u5b9a\u75db\u70b9\uff08\u5982\u53ea\u60f3\u5f3a\u5316\u4f9b\u5e94\u5546\u80cc\u666f\u8c03\u67e5\uff09\u4e14IT\u8d44\u6e90\u6709\u9650\u7684\u4e2d\u578b\u4f01\u4e1a\uff0c\u6216\u4f5c\u4e3a\u5927\u578b\u4f01\u4e1aERP\u7cfb\u7edf\u7684\u80fd\u529b\u8865\u5145\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u8def\u5f84\u4e09\uff1a\u4f9d\u6258\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u6784\u5efa\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u98ce\u9669\u7ba1\u7406\u5e94\u7528<\/strong><\/p>\n<ul>\n<li><strong>\u63cf\u8ff0<\/strong>\uff1a\u8fd9\u662f\u4e00\u79cd\u65b0\u5174\u4e14\u6781\u5177\u6f5c\u529b\u7684\u8def\u5f84\u3002\u4f01\u4e1a\u5229\u7528\u50cf<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u8fd9\u6837\u7684\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5f00\u53d1\u5e73\u53f0\uff0c\u7531\u4e1a\u52a1\u4eba\u5458\u6216\u5c11\u91cfIT\u4eba\u5458\u901a\u8fc7\u201c\u62d6\u62c9\u62fd\u201d\u7684\u65b9\u5f0f\uff0c\u5feb\u901f\u6784\u5efa\u5b8c\u5168\u7b26\u5408\u81ea\u8eab\u4e1a\u52a1\u903b\u8f91\u7684\u98ce\u9669\u7ba1\u7406\u5e94\u7528\u3002\u5e73\u53f0\u63d0\u4f9b\u8868\u5355\u3001\u6d41\u7a0b\u3001\u89c4\u5219\u548c\u62a5\u8868\u5f15\u64ce\uff0c\u540c\u65f6\u5177\u5907\u5f3a\u5927\u7684API\u5bf9\u63a5\u80fd\u529b\uff0c\u53ef\u4ee5\u7075\u6d3b\u8fde\u63a5ERP\u53ca\u5176\u4ed6\u5185\u5916\u90e8\u7cfb\u7edf\u3002<\/li>\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul>\n<li><strong>\u9ad8\u5ea6\u4e2a\u6027\u5316\u4e0e\u7075\u6d3b\u6027<\/strong>\uff1a\u4f01\u4e1a\u53ef\u4ee5\u5c06\u81ea\u5df1\u72ec\u7279\u7684\u98ce\u9669\u8bc4\u4f30\u6a21\u578b\u3001\u9884\u8b66\u89c4\u5219\u548c\u5e94\u5bf9\u6d41\u7a0b100%\u8f6c\u5316\u4e3a\u7cfb\u7edf\u529f\u80fd\uff0c\u800c\u4e0d\u662f\u88ab\u52a8\u9002\u5e94\u6807\u51c6\u5316\u8f6f\u4ef6\u3002\u8fd9\u4e0e\u652f\u9053\u5e73\u53f0\u5f3a\u8c03\u7684\u201c\u4e2a\u6027\u5316\u201d\u4f18\u52bf\u9ad8\u5ea6\u5951\u5408\u3002<\/li>\n<li><strong>\u5353\u8d8a\u7684\u6269\u5c55\u6027<\/strong>\uff1a\u968f\u7740\u4e1a\u52a1\u53d1\u5c55\uff0c\u4f01\u4e1a\u53ef\u4ee5\u968f\u65f6\u81ea\u884c\u4fee\u6539\u548c\u6269\u5c55\u5e94\u7528\u529f\u80fd\uff0c\u65e0\u9700\u7b49\u5f85\u4f9b\u5e94\u5546\u6392\u671f\u6216\u652f\u4ed8\u9ad8\u6602\u7684\u4e8c\u6b21\u5f00\u53d1\u8d39\u7528\uff0c\u5b8c\u7f8e\u4f53\u73b0\u4e86\u5e73\u53f0\u7684\u201c\u6269\u5c55\u6027\u201d\u7279\u70b9\u3002<\/li>\n<li><strong>\u5b9e\u65bd\u5468\u671f\u77ed\uff0c\u6210\u672c\u53ef\u63a7<\/strong>\uff1a\u76f8\u6bd4\u4f20\u7edf\u5f00\u53d1\uff0c\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5c06\u5f00\u53d1\u5468\u671f\u7f29\u77ed\u6570\u500d\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u4eba\u529b\u548c\u65f6\u95f4\u6210\u672c\u3002<\/li>\n<li><strong>\u5feb\u901f\u54cd\u5e94\u53d8\u5316<\/strong>\uff1a\u5f53\u5e02\u573a\u51fa\u73b0\u65b0\u7684\u98ce\u9669\u7c7b\u578b\u6216\u4e1a\u52a1\u6d41\u7a0b\u9700\u8981\u8c03\u6574\u65f6\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u6570\u5c0f\u65f6\u6216\u6570\u5929\u5185\u5b8c\u6210\u7cfb\u7edf\u8fed\u4ee3\uff0c\u654f\u6377\u6027\u6781\u9ad8\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u9002\u7528\u573a\u666f<\/strong>\uff1a\u6240\u6709\u5e0c\u671b\u5c06\u72ec\u7279\u7ba1\u7406\u601d\u60f3\u56fa\u5316\u4e3a\u6570\u5b57\u5316\u80fd\u529b\u3001\u8ffd\u6c42\u9ad8\u7075\u6d3b\u6027\u548c\u654f\u6377\u6027\u3001\u5e76\u5e0c\u671b\u957f\u671f\u6784\u5efa\u53ef\u6301\u7eed\u8fed\u4ee3\u7684\u6570\u5b57\u5316\u8d44\u4ea7\u7684\u4f01\u4e1a\uff0c\u5c24\u5176\u9002\u5408\u6210\u957f\u578b\u548c\u521b\u65b0\u578b\u4f01\u4e1a\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9B%9B%E3%80%81%E5%AE%9E%E6%96%BD%E8%B7%AF%E7%BA%BF%E5%9B%BE%EF%BC%9A%E5%88%86%E5%9B%9B%E6%AD%A5%E8%B5%B0%EF%BC%8C%E8%90%BD%E5%9C%B0AI%E8%B5%8B%E8%83%BD%E7%9A%84%E4%BE%9B%E5%BA%94%E9%93%BE%E9%A3%8E%E9%99%A9%E8%AF%84%E4%BC%B0%E7%AD%96%E7%95%A5\"><\/span>\u56db\u3001\u5b9e\u65bd\u8def\u7ebf\u56fe\uff1a\u5206\u56db\u6b65\u8d70\uff0c\u843d\u5730AI\u8d4b\u80fd\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u8bc4\u4f30\u7b56\u7565<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5c06AI\u8d4b\u80fd\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u8bc4\u4f30\u7b56\u7565\u4ece\u84dd\u56fe\u53d8\u4e3a\u73b0\u5b9e\uff0c\u9700\u8981\u4e00\u4e2a\u7ed3\u6784\u6e05\u6670\u3001\u5faa\u5e8f\u6e10\u8fdb\u7684\u5b9e\u65bd\u8fc7\u7a0b\u3002\u8fd9\u5e76\u975e\u5355\u7eaf\u7684\u6280\u672f\u9879\u76ee\uff0c\u800c\u662f\u4e00\u573a\u6d89\u53ca\u6218\u7565\u3001\u6570\u636e\u3001\u6280\u672f\u548c\u7ec4\u7ec7\u534f\u540c\u7684\u6df1\u523b\u53d8\u9769\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u53ef\u4f9b\u4f01\u4e1a\u51b3\u7b56\u8005\u53c2\u8003\u7684\u56db\u6b65\u5b9e\u65bd\u8def\u7ebf\u56fe\uff0c\u65e8\u5728\u786e\u4fdd\u9879\u76ee\u5e73\u7a33\u843d\u5730\u5e76\u4ea7\u751f\u5b9e\u9645\u4e1a\u52a1\u4ef7\u503c\u3002<\/p>\n<p><strong>\u6b65\u9aa4\u4e00\uff1a\u660e\u786e\u4e1a\u52a1\u76ee\u6807\u4e0e\u5173\u952e\u98ce\u9669\u6307\u6807(KRIs)<\/strong>\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u7684\u57fa\u77f3\u3002\u5728\u542f\u52a8\u4efb\u4f55\u6280\u672f\u9009\u578b\u4e4b\u524d\uff0c\u7ba1\u7406\u5c42\u5fc5\u987b\u9996\u5148\u56de\u7b54\u4e00\u4e2a\u6838\u5fc3\u95ee\u9898\uff1a\u201c\u6211\u4eec\u5e0c\u671b\u901a\u8fc7AI\u89e3\u51b3\u54ea\u4e9b\u6700\u7d27\u8feb\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u95ee\u9898\uff1f\u201d\u76ee\u6807\u5fc5\u987b\u5177\u4f53\u3001\u53ef\u8861\u91cf\u3002\u4f8b\u5982\uff0c\u76ee\u6807\u4e0d\u662f\u7b3c\u7edf\u7684\u201c\u964d\u4f4e\u98ce\u9669\u201d\uff0c\u800c\u662f\u201c\u5728\u672a\u676512\u4e2a\u6708\u5185\uff0c\u5c06\u56e0\u9700\u6c42\u9884\u6d4b\u4e0d\u51c6\u5bfc\u81f4\u7684\u6210\u54c1\u5e93\u5b58\u79ef\u538b\u91d1\u989d\u964d\u4f4e20%\u201d\uff0c\u6216\u662f\u201c\u5c06\u5173\u952e\u7269\u6599\u7684\u4f9b\u5e94\u4e2d\u65ad\u9884\u8b66\u65f6\u95f4\u63d0\u524d\u81f3\u5c1114\u5929\u201d\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u5b9a\u4e49\u4e0e\u76ee\u6807\u76f4\u63a5\u76f8\u5173\u7684\u5173\u952e\u98ce\u9669\u6307\u6807\uff08Key Risk Indicators, KRIs\uff09\u3002\u8fd9\u4e9bKRIs\u5c06\u6210\u4e3a\u540e\u7eedAI\u6a21\u578b\u76d1\u63a7\u548c\u9884\u8b66\u7684\u6838\u5fc3\uff0c\u4f8b\u5982\uff1a\u4f9b\u5e94\u5546\u8d22\u52a1\u5065\u5eb7\u8bc4\u5206\u3001\u4e3b\u8981\u822a\u7ebf\u7684\u96c6\u88c5\u7bb1\u51c6\u70b9\u7387\u3001\u793e\u4ea4\u5a92\u4f53\u5bf9\u65b0\u4ea7\u54c1\u7684\u8d1f\u9762\u60c5\u7eea\u6307\u6570\u7b49\u3002\u8fd9\u4e2a\u9636\u6bb5\u9700\u8981\u4f9b\u5e94\u94fe\u3001\u9500\u552e\u3001\u8d22\u52a1\u3001IT\u7b49\u90e8\u95e8\u7684\u8d1f\u8d23\u4eba\u5171\u540c\u53c2\u4e0e\uff0c\u786e\u4fdd\u76ee\u6807\u4e0e\u516c\u53f8\u6574\u4f53\u6218\u7565\u4e00\u81f4\u3002<\/p>\n<p><strong>\u6b65\u9aa4\u4e8c\uff1a\u76d8\u70b9\u6570\u636e\u8d44\u4ea7\u5e76\u6784\u5efa\u6570\u636e\u6cbb\u7406\u4f53\u7cfb<\/strong>AI\u6a21\u578b\u7684\u201c\u71c3\u6599\u201d\u662f\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u3002\u7b2c\u4e8c\u6b65\u662f\u5bf9\u4f01\u4e1a\u5185\u5916\u90e8\u7684\u6570\u636e\u8d44\u4ea7\u8fdb\u884c\u4e00\u6b21\u5f7b\u5e95\u7684\u76d8\u70b9\u3002\u5185\u90e8\u6570\u636e\u5305\u62ecERP\u4e2d\u7684\u8ba2\u5355\u3001\u5e93\u5b58\u3001\u751f\u4ea7\u6570\u636e\uff0cCRM\u4e2d\u7684\u5ba2\u6237\u6570\u636e\uff0cSRM\u4e2d\u7684\u4f9b\u5e94\u5546\u6570\u636e\u7b49\u3002\u5916\u90e8\u6570\u636e\u5219\u53ef\u80fd\u6d89\u53ca\u5e02\u573a\u62a5\u544a\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6570\u636e\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u5929\u6c14\u6570\u636e\u3001\u5408\u4f5c\u4f19\u4f34\u63d0\u4f9b\u7684API\u6570\u636e\u7b49\u3002\u76d8\u70b9\u7684\u5173\u952e\u5728\u4e8e\u8bc4\u4f30\u6570\u636e\u7684\u53ef\u7528\u6027\u3001\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u548c\u65f6\u6548\u6027\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u5f80\u5f80\u4f1a\u66b4\u9732\u51fa\u73b0\u6709\u7684\u6570\u636e\u5b64arc\u5c9b\u548c\u6cbb\u7406\u95ee\u9898\u3002\u56e0\u6b64\uff0c\u5fc5\u987b\u540c\u6b65\u6784\u5efa\u4e00\u4e2a\u6709\u6548\u7684\u6570\u636e\u6cbb\u7406\u4f53\u7cfb\uff0c\u660e\u786e\u6570\u636e\u6807\u51c6\u3001\u6570\u636e ownership\uff08\u6240\u6709\u6743\uff09\u3001\u6570\u636e\u6e05\u6d17\u548c\u6574\u5408\u7684\u6d41\u7a0b\u3002\u4e00\u4e2a\u5e72\u51c0\u3001\u7edf\u4e00\u3001\u53ef\u4fe1\u7684\u6570\u636e\u6e56\u6216\u6570\u636e\u4ed3\u5e93\u662fAI\u9879\u76ee\u6210\u529f\u7684\u5148\u51b3\u6761\u4ef6\u3002<\/p>\n<p><strong>\u6b65\u9aa4\u4e09\uff1a\u9009\u62e9\u5408\u9002\u7684\u6280\u672f\u8def\u5f84\u4e0e\u5de5\u5177\uff08\u53c2\u8003\u4e0a\u4e00\u7ae0\u8282\uff09<\/strong>\u5728\u660e\u786e\u4e86\u76ee\u6807\u548c\u6570\u636e\u57fa\u7840\u540e\uff0c\u4fbf\u53ef\u4ee5\u8fdb\u5165\u6280\u672f\u9009\u578b\u9636\u6bb5\u3002\u6b64\u65f6\uff0c\u5e94\u56de\u987e\u4e0a\u4e00\u7ae0\u8282\u4e2d\u63d0\u5230\u7684\u4e09\u79cd\u8def\u5f84\uff1a\u5347\u7ea7ERP\u3001\u91c7\u8d2dSaaS\u5de5\u5177\u3001\u6216\u4f7f\u7528\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u3002\u9009\u62e9\u7684\u4f9d\u636e\u5e94\u662f\u6b65\u9aa4\u4e00\u4e2d\u786e\u5b9a\u7684\u4e1a\u52a1\u76ee\u6807\u3001\u4f01\u4e1a\u7684\u9884\u7b97\u89c4\u6a21\u3001IT\u56e2\u961f\u7684\u6280\u672f\u80fd\u529b\u4ee5\u53ca\u5bf9\u7075\u6d3b\u6027\u548c\u5b9a\u5236\u5316\u9700\u6c42\u7684\u8feb\u5207\u7a0b\u5ea6\u3002\u4f8b\u5982\uff0c\u5982\u679c\u6838\u5fc3\u75db\u70b9\u662f\u4f9b\u5e94\u5546\u98ce\u9669\uff0c\u4e14\u9700\u8981\u9ad8\u5ea6\u5b9a\u5236\u5316\u7684\u8bc4\u4f30\u6a21\u578b\uff0c\u90a3\u4e48\u91c7\u7528\u50cf<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u8fd9\u6837\u7684<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>\uff0c\u81ea\u4e3b\u6784\u5efa\u4e00\u4e2a\u96c6\u6210\u4e86\u591a\u6e90\u6570\u636e\u3001\u62e5\u6709\u72ec\u7279\u52a0\u6743\u7b97\u6cd5\u7684\u4f9b\u5e94\u5546\u98ce\u9669\u96f7\u8fbe\u7cfb\u7edf\uff0c\u53ef\u80fd\u5c31\u662f\u6700\u9ad8\u6548\u7684\u9009\u62e9\u3002\u53cd\u4e4b\uff0c\u5982\u679c\u53ea\u662f\u9700\u8981\u4e00\u4e2a\u6807\u51c6\u5316\u7684\u9700\u6c42\u9884\u6d4b\u529f\u80fd\uff0c\u4e14\u9884\u7b97\u5145\u8db3\uff0c\u5347\u7ea7ERP\u539f\u751f\u6a21\u5757\u4e5f\u662f\u4e00\u4e2a\u53ef\u884c\u7684\u9009\u9879\u3002<\/p>\n<p><strong>\u6b65\u9aa4\u56db\uff1a\u5f00\u5c55\u5c0f\u8303\u56f4\u8bd5\u70b9(PoC)\u5e76\u6301\u7eed\u8fed\u4ee3\u4f18\u5316<\/strong>AI\u9879\u76ee\u7684\u5b9e\u65bd\u4e0d\u5e94\u8ffd\u6c42\u4e00\u6b65\u5230\u4f4d\uff0c\u800c\u5e94\u91c7\u7528\u654f\u6377\u7684\u3001\u5c0f\u6b65\u5feb\u8dd1\u7684\u65b9\u5f0f\u3002\u9009\u62e9\u4e00\u4e2a\u4e1a\u52a1 impact\uff08\u5f71\u54cd\uff09\u5927\u3001\u4f46\u8303\u56f4\u53ef\u63a7\u7684\u573a\u666f\u4f5c\u4e3a\u6982\u5ff5\u9a8c\u8bc1\uff08Proof of Concept, PoC\uff09\u7684\u8d77\u70b9\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5148\u9488\u5bf9\u67d0\u4e00\u4e2a\u6838\u5fc3\u4ea7\u54c1\u7ebf\u7684\u9700\u6c42\u9884\u6d4b\uff0c\u6216\u8005\u9488\u5bf9\u524d\u5341\u5927\u5173\u952e\u4f9b\u5e94\u5546\u7684\u5c65\u7ea6\u98ce\u9669\u8fdb\u884c\u8bd5\u70b9\u3002PoC\u7684\u76ee\u6807\u662f\u57282-3\u4e2a\u6708\u5185\u9a8c\u8bc1\u6280\u672f\u7684\u53ef\u884c\u6027\u548c\u521d\u6b65\u7684\u4e1a\u52a1\u4ef7\u503c\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u8ba9\u6700\u7ec8\u7528\u6237\uff08\u5982\u8ba1\u5212\u5458\u3001\u91c7\u8d2d\u5458\uff09\u6df1\u5ea6\u53c2\u4e0e\uff0c\u4e0d\u65ad\u63d0\u4f9b\u53cd\u9988\u3002PoC\u6210\u529f\u540e\uff0c\u603b\u7ed3\u7ecf\u9a8c\uff0c\u5c06\u9a8c\u8bc1\u8fc7\u7684\u6a21\u578b\u548c\u5e94\u7528\u9010\u6b65\u63a8\u5e7f\u5230\u66f4\u5e7f\u6cdb\u7684\u4e1a\u52a1\u8303\u56f4\u3002AI\u6a21\u578b\u4e0d\u662f\u4e00\u6210\u4e0d\u53d8\u7684\uff0c\u5e02\u573a\u5728\u53d8\uff0c\u98ce\u9669\u5728\u53d8\uff0c\u6a21\u578b\u4e5f\u9700\u8981\u57fa\u4e8e\u65b0\u7684\u6570\u636e\u548c\u53cd\u9988\u8fdb\u884c\u6301\u7eed\u7684\u8bad\u7ec3\u548c\u4f18\u5316\uff0c\u8fd9\u662f\u4e00\u4e2a\u6c38\u65e0\u6b62\u5883\u7684\u8fed\u4ee3\u8fc7\u7a0b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E4%BA%94%E3%80%81%E8%AF%84%E4%BC%B0%E6%A0%87%E5%87%86%EF%BC%9A%E5%A6%82%E4%BD%95%E8%A1%A1%E9%87%8FAI%E9%A3%8E%E9%99%A9%E8%AF%84%E4%BC%B0%E7%AD%96%E7%95%A5%E7%9A%84%E6%8A%95%E8%B5%84%E5%9B%9E%E6%8A%A5%E7%8E%87%EF%BC%88ROI%EF%BC%89%EF%BC%9F\"><\/span>\u4e94\u3001\u8bc4\u4f30\u6807\u51c6\uff1a\u5982\u4f55\u8861\u91cfAI\u98ce\u9669\u8bc4\u4f30\u7b56\u7565\u7684\u6295\u8d44\u56de\u62a5\u7387\uff08ROI\uff09\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5bf9\u4e8eCEO\u548cCFO\u800c\u8a00\uff0c\u4efb\u4f55\u4e00\u9879\u6218\u7565\u6295\u8d44\u7684\u6700\u7ec8\u843d\u811a\u70b9\u90fd\u662f\u5176\u6295\u8d44\u56de\u62a5\u7387\uff08ROI\uff09\u3002AI\u8d4b\u80fd\u7684\u4f9b\u5e94\u94fe\u98ce\u9669\u7ba1\u7406\u7b56\u7565\u867d\u7136\u4ef7\u503c\u5de8\u5927\uff0c\u4f46\u5176\u6210\u6548\u9700\u8981\u901a\u8fc7\u4e00\u5957\u79d1\u5b66\u3001\u91cf\u5316\u7684\u8bc4\u4f30\u6846\u67b6\u6765\u8861\u91cf\uff0c\u4ee5\u8bc1\u660e\u5176\u5bf9\u4f01\u4e1a\u8d22\u52a1\u548c\u8fd0\u8425\u7684\u5b9e\u9645\u8d21\u732e\u3002\u8bc4\u4f30\u4e0d\u5e94\u5c40\u9650\u4e8e\u5355\u4e00\u6307\u6807\uff0c\u800c\u5e94\u4ece\u6548\u7387\u3001\u6210\u672c\u3001\u98ce\u9669\u548c\u51b3\u7b56\u56db\u4e2a\u7ef4\u5ea6\u6784\u5efa\u4e00\u4e2a\u5168\u9762\u7684KPI\uff08\u5173\u952e\u7ee9\u6548\u6307\u6807\uff09\u77e9\u9635\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u6548\u7387\u63d0\u5347<\/strong><\/p>\n<ul>\n<li><strong>\u98ce\u9669\u8bc6\u522b\u4e0e\u54cd\u5e94\u65f6\u95f4<\/strong>\uff1a\u8861\u91cf\u4ece\u98ce\u9669\u4fe1\u53f7\u51fa\u73b0\u5230\u51b3\u7b56\u8005\u6536\u5230\u9884\u8b66\u5e76\u91c7\u53d6\u884c\u52a8\u7684\u5e73\u5747\u65f6\u95f4\u3002AI\u7cfb\u7edf\u5e94\u80fd\u5c06\u6b64\u65f6\u95f4\u4ece\u6570\u5929\u7f29\u77ed\u81f3\u6570\u5c0f\u65f6\u751a\u81f3\u5206\u949f\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u89c4\u5212\u5468\u671f<\/strong>\uff1a\u8bc4\u4f30\u5236\u5b9a\u6216\u8c03\u6574\u9500\u552e\u4e0e\u8fd0\u8425\u8ba1\u5212\uff08S&amp;OP\uff09\u3001\u9700\u6c42\u8ba1\u5212\u3001\u4f9b\u5e94\u8ba1\u5212\u6240\u9700\u7684\u65f6\u95f4\u3002AI\u7684\u81ea\u52a8\u5316\u5206\u6790\u548c\u6a21\u62df\u80fd\u529b\u5e94\u80fd\u663e\u8457\u7f29\u77ed\u89c4\u5212\u5468\u671f\u3002<\/li>\n<li><strong>\u4eba\u5de5\u5e72\u9884\u9891\u7387<\/strong>\uff1a\u7edf\u8ba1\u8ba1\u5212\u5458\u3001\u91c7\u8d2d\u5458\u7b49\u89d2\u8272\u9700\u8981\u624b\u52a8\u5904\u7406\u5f02\u5e38\u4e8b\u4ef6\u3001\u8c03\u6574\u8ba2\u5355\u7684\u6b21\u6570\u3002\u4e00\u4e2a\u6709\u6548\u7684AI\u7cfb\u7edf\u5e94\u80fd\u81ea\u52a8\u5904\u7406\u5927\u90e8\u5206\u5e38\u89c4\u5f02\u5e38\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u6210\u672c\u964d\u4f4e<\/strong><\/p>\n<ul>\n<li><strong>\u5e93\u5b58\u6301\u6709\u6210\u672c\u4e0b\u964d\u7387<\/strong>\uff1a\u901a\u8fc7\u66f4\u7cbe\u51c6\u7684\u9700\u6c42\u9884\u6d4b\u548c\u5e93\u5b58\u4f18\u5316\uff0c\u76f4\u63a5\u964d\u4f4e\u5b89\u5168\u5e93\u5b58\u6c34\u5e73\u548c\u8fc7\u5269\u5e93\u5b58\u91cf\uff0c\u4ece\u800c\u51cf\u5c11\u4ed3\u50a8\u8d39\u7528\u548c\u8d44\u91d1\u5360\u7528\u6210\u672c\u3002<\/li>\n<li><strong>\u7d27\u6025\u91c7\u8d2d\/\u7269\u6d41\u8d39\u7528\u51cf\u5c11<\/strong>\uff1a\u7531\u4e8e\u4f9b\u5e94\u4e2d\u65ad\u548c\u9700\u6c42\u7a81\u589e\u5f97\u5230\u4e86\u66f4\u65e9\u7684\u9884\u8b66\uff0c\u4f01\u4e1a\u80fd\u591f\u907f\u514d costly\uff08\u6602\u8d35\u7684\uff09\u7684\u7d27\u6025\u7a7a\u8fd0\u548c\u73b0\u8d27\u9ad8\u4ef7\u91c7\u8d2d\uff0c\u8be5\u9879\u8d39\u7528\u7684\u51cf\u5c11\u662f\u8861\u91cfAI\u9884\u89c1\u80fd\u529b\u7684\u91cd\u8981\u6307\u6807\u3002<\/li>\n<li><strong>\u7f3a\u8d27\u635f\u5931\u964d\u4f4e<\/strong>\uff1a\u901a\u8fc7\u66f4\u51c6\u786e\u5730\u9884\u6d4b\u9700\u6c42\u9ad8\u5cf0\uff0c\u786e\u4fdd\u5173\u952e\u4ea7\u54c1\u7684 availability\uff08\u53ef\u5f97\u6027\uff09\uff0c\u76f4\u63a5\u51cf\u5c11\u56e0\u7f3a\u8d27\u9020\u6210\u7684\u9500\u552e\u673a\u4f1a\u635f\u5931\u3002<\/li>\n<li><strong>\u5e9f\u54c1\u4e0e\u53ec\u56de\u6210\u672c<\/strong>\uff1a\u5bf9\u4e8e\u5e94\u7528AI\u8fdb\u884c\u8d28\u91cf\u5f02\u5e38\u68c0\u6d4b\u7684\u573a\u666f\uff0c\u8861\u91cf\u56e0\u8d28\u91cf\u95ee\u9898\u5bfc\u81f4\u7684\u5e9f\u54c1\u7387\u3001\u8fd4\u5de5\u6210\u672c\u548c\u4ea7\u54c1\u53ec\u56de\u8d39\u7528\u7684\u4e0b\u964d\u60c5\u51b5\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u98ce\u9669\u89c4\u907f<\/strong><\/p>\n<ul>\n<li><strong>\u4f9b\u5e94\u94fe\u4e2d\u65ad\u4e8b\u4ef6\u53d1\u751f\u7387\/\u5f71\u54cd\u5ea6<\/strong>\uff1a\u7edf\u8ba1\u5728\u5f15\u5165AI\u7cfb\u7edf\u540e\uff0c\u7531\u53ef\u9884\u6d4b\u98ce\u9669\uff08\u5982\u4f9b\u5e94\u5546\u95ee\u9898\u3001\u7269\u6d41\u5ef6\u8bef\uff09\u5bfc\u81f4\u7684\u751f\u4ea7\u4e2d\u65ad\u6216\u91cd\u5927\u4ea4\u4ed8\u5ef6\u8fdf\u4e8b\u4ef6\u7684\u53d1\u751f\u9891\u7387\u548c\u9020\u6210\u7684\u635f\u5931\u91d1\u989d\u3002<\/li>\n<li><strong>\u5173\u952e\u98ce\u9669\u6307\u6807\uff08KRIs\uff09\u6539\u5584<\/strong>\uff1a\u6301\u7eed\u8ffd\u8e2a\u5728\u9879\u76ee\u521d\u671f\u5b9a\u4e49\u7684KRIs\uff0c\u5982\u4f9b\u5e94\u5546\u5c65\u7ea6\u51c6\u65f6\u7387\u3001\u9884\u6d4b\u51c6\u786e\u7387\uff08MAPE\/WAPE\uff09\u7b49\u6838\u5fc3\u6307\u6807\u7684\u6539\u5584\u5e45\u5ea6\u3002<\/li>\n<li><strong>\u4f9b\u5e94\u94fe\u97e7\u6027\u6307\u6570<\/strong>\uff1a\u53ef\u4ee5\u6784\u5efa\u4e00\u4e2a\u7efc\u5408\u8bc4\u5206\u6a21\u578b\uff0c\u91cf\u5316\u4f9b\u5e94\u94fe\u5728\u906d\u53d7\u51b2\u51fb\u540e\u7684\u6062\u590d\u901f\u5ea6\u548c\u80fd\u529b\u3002AI\u7b56\u7565\u7684\u6210\u529f\u5e94\u4f53\u73b0\u5728\u8be5\u6307\u6570\u7684\u7a33\u6b65\u63d0\u5347\u4e0a\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\n<p><strong>\u51b3\u7b56\u8d28\u91cf<\/strong><\/p>\n<ul>\n<li><strong>\u60c5\u666f\u6a21\u62df\u91c7\u7eb3\u7387<\/strong>\uff1a\u8861\u91cf\u4e1a\u52a1\u56e2\u961f\u4f7f\u7528AI\u7cfb\u7edf\u8fdb\u884c\u201cWhat-if\u201d\u60c5\u666f\u5206\u6790\u7684\u9891\u7387\uff0c\u4ee5\u53ca\u57fa\u4e8e\u6a21\u62df\u7ed3\u679c\u505a\u51fa\u51b3\u7b56\u7684\u6bd4\u4f8b\u3002\u9ad8\u91c7\u7eb3\u7387\u610f\u5473\u7740\u7cfb\u7edf\u63d0\u4f9b\u4e86\u6709\u4ef7\u503c\u7684\u51b3\u7b56\u652f\u6301\u3002<\/li>\n<li><strong>\u51b3\u7b56\u4fe1\u5fc3\u4e0e\u4e00\u81f4\u6027<\/strong>\uff1a\u901a\u8fc7\u5bf9\u51b3\u7b56\u8005\u7684\u8c03\u7814\uff0c\u8bc4\u4f30\u4ed6\u4eec\u5728\u6570\u636e\u9a71\u52a8\u4e0b\u505a\u51fa\u5173\u952e\u4f9b\u5e94\u94fe\u51b3\u7b56\u65f6\u7684\u4fe1\u5fc3\u6c34\u5e73\u3002\u540c\u65f6\uff0c\u89c2\u5bdf\u8de8\u90e8\u95e8\u51b3\u7b56\u662f\u5426\u56e0\u7edf\u4e00\u7684\u6570\u636e\u6d1e\u5bdf\u800c\u53d8\u5f97\u66f4\u52a0\u534f\u540c\u4e00\u81f4\u3002<\/li>\n<li><strong>\u65b0\u673a\u4f1a\u53d1\u73b0<\/strong>\uff1a\u8bc4\u4f30AI\u7cfb\u7edf\u662f\u5426\u5e2e\u52a9\u4f01\u4e1a\u53d1\u73b0\u4e86\u65b0\u7684\u6210\u672c\u8282\u7ea6\u673a\u4f1a\u3001\u6d41\u7a0b\u4f18\u5316\u70b9\u6216\u5e02\u573a\u673a\u9047\uff0c\u8fd9\u4e9b\u201c\u610f\u5916\u4e4b\u559c\u201d\u4e5f\u662f\u8861\u91cf\u5176\u4ef7\u503c\u7684\u91cd\u8981\u65b9\u9762\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%E7%BB%93%E8%AF%AD%EF%BC%9A%E6%8B%A5%E6%8A%B1%E5%8F%98%E9%9D%A9%EF%BC%8C%E6%9E%84%E5%BB%BA%E9%9D%A2%E5%90%91%E6%9C%AA%E6%9D%A5%E7%9A%84%E2%80%9C%E5%8F%8D%E8%84%86%E5%BC%B1%E2%80%9D%E4%BE%9B%E5%BA%94%E9%93%BE\"><\/span>\u7ed3\u8bed\uff1a\u62e5\u62b1\u53d8\u9769\uff0c\u6784\u5efa\u9762\u5411\u672a\u6765\u7684\u201c\u53cd\u8106\u5f31\u201d\u4f9b\u5e94\u94fe<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u5f53\u524d\u8fd9\u4e2a\u5145\u6ee1\u4e0d\u786e\u5b9a\u6027\u7684\u65f6\u4ee3\uff0c\u4f01\u4e1a\u4f9b\u5e94\u94fe\u7684\u76ee\u6807\u5df2\u4e0d\u518d\u4ec5\u4ec5\u662f\u8ffd\u6c42\u6548\u7387\u548c\u4f4e\u6210\u672c\uff0c\u800c\u662f\u6784\u5efa\u4e00\u79cd\u201c\u53cd\u8106\u5f31\u201d\u7684\u80fd\u529b\u2014\u2014\u5373\u5728\u9762\u5bf9\u6df7\u4e71\u548c\u51b2\u51fb\u65f6\uff0c\u4e0d\u4ec5\u80fd\u751f\u5b58\u4e0b\u6765\uff0c\u66f4\u80fd\u4ece\u4e2d\u83b7\u76ca\u548c\u6210\u957f\u3002\u5168\u6587\u7684\u5206\u6790\u6e05\u6670\u5730\u8868\u660e\uff0cAI\u6280\u672f\u6b63\u662f\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u3002\u5b83\u4e0d\u518d\u662fIT\u90e8\u95e8\u7684\u4e00\u4e2a\u53ef\u9009\u9879\uff0c\u800c\u662f\u5173\u4e4e\u4f01\u4e1a\u751f\u6b7b\u5b58\u4ea1\u548c\u957f\u671f\u7ade\u4e89\u529b\u7684\u5fc5\u9700\u54c1\u3002<\/p>\n<p>\u5bf9\u4e8e\u4f01\u4e1a\u51b3\u7b56\u8005\u800c\u8a00\uff0c\u6700\u5173\u952e\u7684\u8f6c\u53d8\u5728\u4e8e\u601d\u7ef4\u6a21\u5f0f\u7684\u5347\u7ea7\uff1a\u5fc5\u987b\u63a8\u52a8\u7ec4\u7ec7\u4ece\u4f9d\u8d56\u4f20\u7edfERP\u7684\u201c\u8bb0\u5f55\u201d\u529f\u80fd\uff0c\u8f6c\u5411\u62e5\u62b1AI\u9a71\u52a8\u7684\u201c\u9884\u6d4b\u201d\u4e0e\u201c\u51b3\u7b56\u201d\u80fd\u529b\u3002\u8fd9\u610f\u5473\u7740\u8981\u5c06\u6570\u636e\u89c6\u4e3a\u6218\u7565\u8d44\u4ea7\uff0c\u5c06\u98ce\u9669\u7ba1\u7406\u89c6\u4e3a\u4ef7\u503c\u521b\u9020\u7684\u8fc7\u7a0b\uff0c\u800c\u975e\u6210\u672c\u4e2d\u5fc3\u3002\u4ece\u88ab\u52a8\u5730\u5e94\u5bf9\u95ee\u9898\uff0c\u5230\u4e3b\u52a8\u5730\u9884\u89c1\u672a\u6765\u3001\u6a21\u62df\u672a\u6765\u3001\u5e76\u9009\u62e9\u6700\u4f18\u7684\u672a\u6765\uff0c\u8fd9\u6b63\u662fAI\u8d4b\u4e88\u73b0\u4ee3\u4f01\u4e1a\u7684\u5168\u65b0\u529b\u91cf\u3002\u53d8\u9769\u4e4b\u8def\u6216\u8bb8\u5145\u6ee1\u6311\u6218\uff0c\u4f46 inaction\uff08\u65e0\u6240\u4f5c\u4e3a\uff09\u7684\u98ce\u9669\u8fdc\u9ad8\u4e8e\u53d8\u9769\u672c\u8eab\u3002<\/p>\n<p>\u5bf9\u4e8e\u5e0c\u671b\u5feb\u901f\u3001\u4f4e\u6210\u672c\u5730\u5c06\u72ec\u7279\u7684\u7ba1\u7406\u601d\u60f3\u8f6c\u5316\u4e3a\u5f3a\u5927\u6570\u5b57\u5316\u80fd\u529b\uff0c\u4ece\u800c\u5728\u6fc0\u70c8\u7ade\u4e89\u4e2d\u62a2\u5360\u5148\u673a\u7684\u4f01\u4e1a\uff0c\u4e0d\u59a8\u4ece\u4e86\u89e3\u65b0\u4e00\u4ee3\u7684\u65e0\u4ee3\u7801\u5e73\u53f0\u5f00\u59cb\u3002<strong>\u7acb\u5373\u4f53\u9a8c\u300c\u652f\u9053\u5e73\u53f0\u300d<\/strong>\uff0c\u63a2\u7d22\u5982\u4f55\u5c06\u60a8\u7684\u72ec\u7279\u98ce\u9669\u7ba1\u7406\u601d\u60f3\uff0c\u7075\u6d3b\u3001\u9ad8\u6548\u5730\u8f6c\u5316\u4e3a\u4e00\u4e2a\u5b8c\u5168\u5c5e\u4e8e\u60a8\u81ea\u5df1\u7684\u3001\u53ef\u6301\u7eed\u8fdb\u5316\u7684\u6570\u5b57\u5316\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%85%B3%E4%BA%8EAI%E8%B5%8B%E8%83%BDERP%E7%9A%84%E5%B8%B8%E8%A7%81%E9%97%AE%E9%A2%98\"><\/span>\u5173\u4e8eAI\u8d4b\u80fdERP\u7684\u5e38\u89c1\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"1_%E5%AE%9E%E6%96%BDAI%E9%A3%8E%E9%99%A9%E8%AF%84%E4%BC%B0%E7%B3%BB%E7%BB%9F%E5%AF%B9%E6%88%91%E4%BB%AC%E7%8E%B0%E6%9C%89%E7%9A%84ERP%E6%95%B0%E6%8D%AE%E6%9C%89%E4%BB%80%E4%B9%88%E8%A6%81%E6%B1%82%EF%BC%9F\"><\/span>1. \u5b9e\u65bdAI\u98ce\u9669\u8bc4\u4f30\u7cfb\u7edf\u5bf9\u6211\u4eec\u73b0\u6709\u7684ERP\u6570\u636e\u6709\u4ec0\u4e48\u8981\u6c42\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI\u7cfb\u7edf\u7684\u6548\u80fd\u9ad8\u5ea6\u4f9d\u8d56\u4e8e\u6570\u636e\u7684\u8d28\u91cf\u3002\u7406\u60f3\u60c5\u51b5\u4e0b\uff0c\u60a8\u7684ERP\u7cfb\u7edf\u5e94\u5177\u5907\u81f3\u5c111-2\u5e74\u7684\u5386\u53f2\u4ea4\u6613\u6570\u636e\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\u9500\u552e\u8ba2\u5355\u3001\u91c7\u8d2d\u8ba2\u5355\u3001\u5e93\u5b58\u6d41\u6c34\u3001\u751f\u4ea7\u5de5\u5355\u548c\u8d22\u52a1\u51ed\u8bc1\u3002\u6570\u636e\u7684\u5173\u952e\u8981\u6c42\u662f<strong>\u51c6\u786e\u6027<\/strong>\u3001<strong>\u5b8c\u6574\u6027<\/strong>\u548c<strong>\u4e00\u81f4\u6027<\/strong>\u3002\u5728\u9879\u76ee\u521d\u671f\uff0c\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u6807\u51c6\u5316\uff0c\u4f8b\u5982\u7edf\u4e00\u7269\u6599\u7f16\u7801\u3001\u5ba2\u6237\u548c\u4f9b\u5e94\u5546\u540d\u79f0\u3002\u6b64\u5916\uff0c\u7cfb\u7edf\u6700\u597d\u80fd\u901a\u8fc7API\u63a5\u53e3\u5f00\u653e\u6570\u636e\uff0c\u4ee5\u4fbfAI\u5e73\u53f0\u80fd\u591f\u5b9e\u65f6\u6216\u51c6\u5b9e\u65f6\u5730\u62bd\u53d6\u6570\u636e\u3002\u6570\u636e\u8d8a\u5e72\u51c0\u3001\u9897\u7c92\u5ea6\u8d8a\u7ec6\uff0cAI\u6a21\u578b\u7684\u9884\u6d4b\u548c\u8bc6\u522b\u6548\u679c\u5c31\u8d8a\u597d\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"2_%E6%88%91%E4%BB%AC%E6%B2%A1%E6%9C%89%E4%B8%93%E4%B8%9A%E7%9A%84%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E5%AE%B6%E5%9B%A2%E9%98%9F%EF%BC%8C%E6%98%AF%E5%90%A6%E4%B9%9F%E8%83%BD%E5%BA%94%E7%94%A8AI%E6%8A%80%E6%9C%AF%EF%BC%9F\"><\/span>2. \u6211\u4eec\u6ca1\u6709\u4e13\u4e1a\u7684\u6570\u636e\u79d1\u5b66\u5bb6\u56e2\u961f\uff0c\u662f\u5426\u4e5f\u80fd\u5e94\u7528AI\u6280\u672f\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u5b8c\u5168\u53ef\u4ee5\u3002\u8fd9\u6b63\u662f\u73b0\u4ee3AI\u6280\u672f\u666e\u53ca\u5316\u7684\u8d8b\u52bf\u3002\u5bf9\u4e8e\u6ca1\u6709\u4e13\u4e1a\u7b97\u6cd5\u56e2\u961f\u7684\u4f01\u4e1a\uff0c\u4e3b\u8981\u6709\u4e24\u6761\u8def\u5f84\uff1a\u4e00\u662f\u9009\u62e9\u5185\u7f6e\u6210\u719fAI\u6a21\u578b\u7684SaaS\u5de5\u5177\uff0c\u5f00\u7bb1\u5373\u7528\uff1b\u4e8c\u662f\u9009\u62e9\u50cf<strong>\u652f\u9053\u5e73\u53f0<\/strong>\u8fd9\u6837\u7684\u65e0\u4ee3\u7801\/\u4f4e\u4ee3\u7801\u5e73\u53f0\u3002\u8fd9\u7c7b\u5e73\u53f0\u5c06\u590d\u6742\u7684AI\u6280\u672f\u5c01\u88c5\u6210\u6613\u4e8e\u7406\u89e3\u548c\u914d\u7f6e\u7684\u6a21\u5757\uff08\u5982\u89c4\u5219\u5f15\u64ce\u3001\u9884\u6d4b\u7ec4\u4ef6\uff09\uff0c\u8ba9\u61c2\u4e1a\u52a1\u7684\u7ba1\u7406\u8005\u6216IT\u4eba\u5458\u901a\u8fc7\u56fe\u5f62\u5316\u754c\u9762\u5c31\u80fd\u642d\u5efa\u51fa\u5f3a\u5927\u7684AI\u5e94\u7528\u3002\u60a8\u65e0\u9700\u7f16\u5199\u4ee3\u7801\uff0c\u53ea\u9700\u5b9a\u4e49\u4e1a\u52a1\u903b\u8f91\u548c\u98ce\u9669\u89c4\u5219\uff0c\u5e73\u53f0\u5373\u53ef\u81ea\u52a8\u6267\u884c\u3002\u8fd9\u6781\u5927\u5730\u964d\u4f4e\u4e86AI\u6280\u672f\u7684\u5e94\u7528\u95e8\u69db\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"3_AI%E7%B3%BB%E7%BB%9F%E4%BC%9A%E5%AE%8C%E5%85%A8%E6%9B%BF%E4%BB%A3%E4%BA%BA%E5%B7%A5%E5%86%B3%E7%AD%96%E5%90%97%EF%BC%9F%E4%BA%BA%E7%9A%84%E8%A7%92%E8%89%B2%E6%98%AF%E4%BB%80%E4%B9%88%EF%BC%9F\"><\/span>3. 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