{"id":2085,"date":"2025-09-14T19:45:29","date_gmt":"2025-09-14T11:45:29","guid":{"rendered":"https:\/\/recyclesources.writertraffic.com\/?p=2085"},"modified":"2025-09-14T19:45:29","modified_gmt":"2025-09-14T11:45:29","slug":"risk-management","status":"publish","type":"post","link":"https:\/\/recyclesources.writertraffic.com\/risk-management\/","title":{"rendered":"\u98a8\u96aa\u7ba1\u7406\u61f6\u4eba\u5305\uff1a\u5be6\u969b\u6848\u4f8b\u5e36\u4f60\u638c\u63e1\u95dc\u9375\u65b9\u6cd5\u8207\u61c9\u7528"},"content":{"rendered":"<p>80%\u7684\u4f01\u696d\u91cd\u5927\u640d\u5931\uff0c\u90fd\u8207\u7f3a\u4e4f\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u6709\u95dc\u3002\u98a8\u96aa\u7121\u6cd5\u5b8c\u5168\u907f\u514d\uff0c\u4f46\u80fd\u5426\u8b58\u5225\u3001\u8a55\u4f30\u8207\u61c9\u5c0d\uff0c\u5f80\u5f80\u5c31\u662f\u4f01\u696d\u5b58\u4ea1\u7684\u5206\u6c34\u5dba\u3002<\/p>\n<p>\u672c\u7bc7\u5f9e\u98a8\u96aa\u7ba1\u7406\u7684\u5b9a\u7fa9\u3001\u8b58\u5225\u8a55\u4f30\u65b9\u6cd5\uff0c\u5230\u7b56\u7565\u61c9\u7528\u8207\u5be6\u969b\u6848\u4f8b\uff0c\u5168\u65b9\u4f4d\u89e3\u6790\u5404\u884c\u5404\u696d\u7684\u95dc\u9375\u505a\u6cd5\u3002\u8b93\u6211\u5011\u6df1\u5165\u4e86\u89e3\uff0c\u5982\u4f55\u7528\u98a8\u96aa\u7ba1\u7406\u70ba\u4f01\u696d\u6253\u9020\u7a69\u56fa\u9632\u7dda\u3002<\/p>\n<p style=\"text-align: center\"><a title=\"\u514d\u8cbb\u8a3b\u518a\u6703\u54e1\" href=\"https:\/\/lin.ee\/KVeampk\" target=\"_blank\" rel=\"noopener\"><button class=\"favorite styled\" type=\"button\"><strong>\u7acb\u5373\u9ede\u64ca\u514d\u8cbb\u8a3b\u518a<\/strong><\/button><\/a><\/p>\n<h2 id=\"\">\u98a8\u96aa\u7ba1\u7406\u7684\u57fa\u672c\u6982\u5ff5<\/h2>\n<p>\u98a8\u96aa\u7ba1\u7406\u4f5c\u70ba\u73fe\u4ee3\u7d44\u7e54\u904b\u4f5c\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u6db5\u84cb\u4e86\u4e00\u5957\u7cfb\u7d71\u5316\u8b58\u5225\u3001\u8a55\u4f30\u548c\u61c9\u5c0d\u4e0d\u78ba\u5b9a\u6027\u7684\u6d41\u7a0b\u3002\u4ee5\u4e0b\u5c07\u5f9e\u5b9a\u7fa9\u672c\u8cea\u3001\u98a8\u96aa\u985e\u578b\u53ca\u5176\u8207\u6a5f\u6703\u9593\u7684\u8faf\u8b49\u95dc\u4fc2\u4e09\u500b\u5c64\u9762\uff0c\u70ba\u60a8\u63ed\u958b\u98a8\u96aa\u7ba1\u7406\u7684\u5b8c\u6574\u9762\u8c8c\uff0c\u5e6b\u52a9\u7d44\u7e54\u5728\u8b8a\u52d5\u74b0\u5883\u4e2d\u7dad\u6301\u7a69\u5065\u767c\u5c55\u3002<\/p>\n<h3 id=\"-1\">\u98a8\u96aa\u7ba1\u7406\u7684\u5b9a\u7fa9\u8207\u91cd\u8981\u6027<\/h3>\n<p>\u98a8\u96aa\u7ba1\u7406\u662f\u6307\u900f\u904e\u7cfb\u7d71\u5316\u6d41\u7a0b\u8b58\u5225\u3001\u8a55\u4f30\u3001\u63a7\u5236\u548c\u76e3\u7763\u6f5b\u5728\u4e0d\u78ba\u5b9a\u6027\u7684\u4e00\u5957\u65b9\u6cd5\u8ad6\u3002\u6839\u64da\u570b\u969b\u6a19\u6e96\u5316\u7d44\u7e54 ISO 31000\uff0c\u98a8\u96aa\u7ba1\u7406\u88ab\u5b9a\u7fa9\u70ba\u300c\u5354\u8abf\u6d3b\u52d5\uff0c\u4ee5\u6307\u5c0e\u548c\u63a7\u5236\u7d44\u7e54\u6709\u95dc\u98a8\u96aa\u7684\u5404\u9805\u6d3b\u52d5\u300d\u3002\u9019\u4e0d\u50c5\u662f\u9632\u7bc4\u640d\u5931\u7684\u5de5\u5177\uff0c\u66f4\u662f\u5275\u9020\u50f9\u503c\u7684\u91cd\u8981\u7b56\u7565\u3002<\/p>\n<p><strong>\u98a8\u96aa\u7ba1\u7406\u7684\u6838\u5fc3\u7d44\u6210\u8981\u7d20<\/strong>:<\/p>\n<ul>\n<li>\u98a8\u96aa\u8b58\u5225\uff1a\u7cfb\u7d71\u6027\u8fa8\u8b58\u53ef\u80fd\u5f71\u97ff\u76ee\u6a19\u5be6\u73fe\u7684\u4e0d\u78ba\u5b9a\u56e0\u7d20<\/li>\n<li>\u98a8\u96aa\u8a55\u4f30\uff1a\u5206\u6790\u98a8\u96aa\u767c\u751f\u7684\u53ef\u80fd\u6027\u53ca\u5176\u6f5b\u5728\u5f71\u97ff<\/li>\n<li>\u98a8\u96aa\u61c9\u5c0d\uff1a\u5236\u5b9a\u7b56\u7565\u4ee5\u907f\u514d\u3001\u8f49\u79fb\u3001\u6e1b\u8f15\u6216\u63a5\u53d7\u98a8\u96aa<\/li>\n<li>\u98a8\u96aa\u76e3\u63a7\uff1a\u6301\u7e8c\u8ffd\u8e64\u8a55\u4f30\u98a8\u96aa\u8b8a\u5316\u548c\u61c9\u5c0d\u63aa\u65bd\u6548\u679c<\/li>\n<\/ul>\n<p>\u4f01\u696d\u5be6\u65bd\u98a8\u96aa\u7ba1\u7406\u7684\u91cd\u8981\u6027\u9ad4\u73fe\u5728\u591a\u500b\u65b9\u9762\u3002\u5fb7\u52e4(Deloitte)2022\u5e74\u5168\u7403\u98a8\u96aa\u7ba1\u7406\u8abf\u67e5\u5831\u544a\u986f\u793a\uff0c87%\u7684\u9ad8\u7e3e\u6548\u4f01\u696d\u5c07\u98a8\u96aa\u7ba1\u7406\u8996\u70ba\u7af6\u722d\u512a\u52e2\u4f86\u6e90\u30022008\u5e74\u91d1\u878d\u5371\u6a5f\u6b63\u662f\u98a8\u96aa\u7ba1\u7406\u5931\u6548\u7684\u5178\u578b\u6848\u4f8b\uff0c\u96f7\u66fc\u5144\u5f1f\u56e0\u904e\u5ea6\u66dd\u96aa\u65bc\u6b21\u7d1a\u623f\u8cb8\u5e02\u5834\uff0c\u5ffd\u8996\u6d41\u52d5\u6027\u98a8\u96aa\uff0c\u6700\u7d42\u5c0e\u81f4\u5012\u9589\u4e26\u5f15\u767c\u5168\u7403\u91d1\u878d\u5371\u6a5f\u3002\u76f8\u53cd\u5730\uff0c\u6469\u6839\u5927\u901a(JP Morgan)\u6191\u85c9\u7a69\u5065\u7684\u98a8\u96aa\u7ba1\u7406\u7cfb\u7d71\uff0c\u4e0d\u50c5\u5728\u5371\u6a5f\u4e2d\u5016\u5b58\uff0c\u66f4\u85c9\u6a5f\u64f4\u5927\u5e02\u5834\u4efd\u984d\u3002<\/p>\n<h3 id=\"-2\">\u98a8\u96aa\u985e\u578b\u8207\u7279\u6027<\/h3>\n<p>\u4e0d\u540c\u985e\u578b\u7684\u98a8\u96aa\u5404\u5177\u7279\u6027\uff0c\u9700\u8981\u91dd\u5c0d\u6027\u7ba1\u7406\u7b56\u7565\u3002\u4e3b\u8981\u98a8\u96aa\u985e\u578b\u53ef\u5206\u70ba\u4ee5\u4e0b\u5e7e\u985e\uff1a<\/p>\n<p><strong>1. \u7b56\u7565\u98a8\u96aa<\/strong>:<\/p>\n<ul>\n<li>\u7279\u6027\uff1a\u8207\u7d44\u7e54\u9577\u671f\u76ee\u6a19\u548c\u6230\u7565\u6c7a\u7b56\u76f8\u95dc<\/li>\n<li>\u6848\u4f8b\uff1aNetflix \u65e9\u671f\u5f9eDVD\u79df\u8cc3\u8f49\u578b\u70ba\u4e32\u6d41\u670d\u52d9\u6642\uff0c\u9762\u81e8\u7684\u5e02\u5834\u63a5\u53d7\u5ea6\u8207\u6280\u8853\u57fa\u790e\u8a2d\u65bd\u98a8\u96aa<\/li>\n<li>\u7ba1\u7406\u65b9\u6cd5\uff1a\u60c5\u5883\u5206\u6790\u3001\u6230\u7565\u9748\u6d3b\u6027\u3001\u6301\u7e8c\u5e02\u5834\u76e3\u6e2c<\/li>\n<\/ul>\n<p><strong>2. \u71df\u904b\u98a8\u96aa<\/strong>:<\/p>\n<ul>\n<li>\u7279\u6027\uff1a\u6e90\u81ea\u5167\u90e8\u6d41\u7a0b\u3001\u4eba\u54e1\u548c\u7cfb\u7d71\u7f3a\u9677\u6216\u5916\u90e8\u4e8b\u4ef6<\/li>\n<li>\u6848\u4f8b\uff1a2017\u5e74\u82f1\u570b\u822a\u7a7aIT\u7cfb\u7d71\u6545\u969c\u5c0e\u81f4900\u591a\u500b\u822a\u73ed\u53d6\u6d88\uff0c\u9020\u6210\u7d041.5\u5104\u7f8e\u5143\u640d\u5931<\/li>\n<li>\u7ba1\u7406\u65b9\u6cd5\uff1a\u6d41\u7a0b\u6a19\u6e96\u5316\u3001\u5099\u63f4\u7cfb\u7d71\u3001\u95dc\u9375\u696d\u52d9\u6301\u7e8c\u8a08\u756b<\/li>\n<\/ul>\n<p><strong>3. \u8ca1\u52d9\u98a8\u96aa<\/strong>:<\/p>\n<ul>\n<li>\u7279\u6027\uff1a\u6d89\u53ca\u8cc7\u91d1\u6d41\u52d5\u3001\u532f\u7387\u3001\u5229\u7387\u548c\u4fe1\u7528\u7b49\u8ca1\u52d9\u56e0\u7d20<\/li>\n<li>\u6848\u4f8b\uff1a2022\u5e74FTX\u52a0\u5bc6\u8ca8\u5e63\u4ea4\u6613\u6240\u56e0\u8cc7\u7522\u8ca0\u50b5\u8868\u7ba1\u7406\u4e0d\u7576\u800c\u5d29\u6f70<\/li>\n<li>\u7ba1\u7406\u65b9\u6cd5\uff1a\u5c0d\u6c96\u7b56\u7565\u3001\u6d41\u52d5\u6027\u7ba1\u7406\u3001\u8cc7\u672c\u7d50\u69cb\u512a\u5316<\/li>\n<\/ul>\n<p><strong>4. \u6cd5\u898f\u9075\u5faa\u98a8\u96aa<\/strong>:<\/p>\n<ul>\n<li>\u7279\u6027\uff1a\u56e0\u672a\u80fd\u9075\u5b88\u6cd5\u5f8b\u3001\u653f\u7b56\u6216\u884c\u696d\u6a19\u6e96\u800c\u7522\u751f<\/li>\n<li>\u6848\u4f8b\uff1a2018\u5e74Facebook\u56e0\u528d\u6a4b\u5206\u6790\u919c\u805e\u9055\u53cd\u6578\u64da\u4fdd\u8b77\u6cd5\u898f\uff0c\u88ab\u7f70\u6b3e50\u5104\u7f8e\u5143<\/li>\n<li>\u7ba1\u7406\u65b9\u6cd5\uff1a\u5408\u898f\u7ba1\u7406\u7cfb\u7d71\u3001\u5b9a\u671f\u5be9\u8a08\u3001\u6cd5\u898f\u8b8a\u66f4\u76e3\u6e2c<\/li>\n<\/ul>\n<p>\u9ea5\u80af\u932b\u7814\u7a76\u986f\u793a\uff0c\u8d85\u904e60%\u7684\u4f01\u696d\u9ad8\u7ba1\u8a8d\u70ba\u672a\u4f86\u4e94\u5e74\u98a8\u96aa\u8907\u96dc\u6027\u5c07\u986f\u8457\u589e\u52a0\uff0c\u7279\u5225\u662f\u7db2\u7d61\u5b89\u5168\u548c\u4f9b\u61c9\u93c8\u98a8\u96aa\u5448\u73fe\u4ea4\u53c9\u6027\u8cea\uff0c\u96e3\u4ee5\u55ae\u4e00\u5206\u985e\uff0c\u9700\u8981\u6574\u5408\u6027\u98a8\u96aa\u7ba1\u7406\u6846\u67b6\u3002<\/p>\n<h3 id=\"-3\">\u98a8\u96aa\u8207\u6a5f\u6703\u7684\u95dc\u4fc2<\/h3>\n<p>\u98a8\u96aa\u8207\u6a5f\u6703\u4e26\u975e\u5c0d\u7acb\u6982\u5ff5\uff0c\u800c\u662f\u540c\u4e00\u679a\u786c\u5e63\u7684\u5169\u9762\u3002\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u4e0d\u50c5\u907f\u514d\u640d\u5931\uff0c\u66f4\u80fd\u5275\u9020\u7af6\u722d\u512a\u52e2\u548c\u5546\u696d\u50f9\u503c\u3002<\/p>\n<p><strong>\u98a8\u96aa\u8f49\u5316\u70ba\u6a5f\u6703\u7684\u95dc\u9375\u6a5f\u5236<\/strong>:<\/p>\n<ul>\n<li>\u98a8\u96aa\u6d1e\u5bdf\u4fc3\u9032\u5275\u65b0\uff1a\u8b58\u5225\u98a8\u96aa\u904e\u7a0b\u4e2d\u767c\u73fe\u7684\u5e02\u5834\u7f3a\u53e3\u53ef\u8f49\u5316\u70ba\u7522\u54c1\u5275\u65b0<\/li>\n<li>\u5efa\u7acb\u97cc\u6027\u5275\u9020\u4fe1\u4efb\uff1a\u5371\u6a5f\u8655\u7406\u80fd\u529b\u6210\u70ba\u54c1\u724c\u50f9\u503c\u8207\u5ba2\u6236\u5fe0\u8aa0\u5ea6\u7684\u57fa\u77f3<\/li>\n<li>\u98a8\u96aa\u6587\u5316\u9a45\u52d5\u654f\u6377\u6027\uff1a\u57f9\u990a\u5168\u54e1\u98a8\u96aa\u610f\u8b58\u6709\u52a9\u65bc\u5e02\u5834\u8b8a\u5316\u5feb\u901f\u61c9\u5c0d<\/li>\n<\/ul>\n<p>\u4e9e\u99ac\u905c(Amazon)\u662f\u5c07\u98a8\u96aa\u8f49\u5316\u70ba\u6a5f\u6703\u7684\u5178\u7bc4\u3002\u5728\u5176\u96f2\u670d\u52d9AWS\u767c\u5c55\u521d\u671f\uff0c\u8a31\u591a\u5206\u6790\u5e2b\u8a8d\u70ba\u9032\u5165\u9ad8\u5ea6\u6280\u8853\u5bc6\u96c6\u4e14\u7af6\u722d\u6fc0\u70c8\u7684IT\u57fa\u790e\u8a2d\u65bd\u5e02\u5834\u662f\u91cd\u5927\u98a8\u96aa\u3002\u7136\u800c\uff0c\u4e9e\u99ac\u905c\u7cbe\u6e96\u8a55\u4f30\u4e86\u9019\u4e00\u98a8\u96aa\uff0c\u5229\u7528\u81ea\u8eab\u96fb\u5546\u5e73\u53f0\u7a4d\u7d2f\u7684\u6280\u8853\u512a\u52e2\u548c\u898f\u6a21\u7d93\u6fdf\uff0c\u4e0d\u50c5\u964d\u4f4e\u4e86\u904b\u71df\u98a8\u96aa\uff0c\u66f4\u5c07AWS\u767c\u5c55\u70ba\u76ee\u524d\u5e02\u503c\u8d85\u904e1.6\u842c\u5104\u7f8e\u5143\u4f01\u696d\u7684\u91cd\u8981\u5229\u6f64\u4f86\u6e90\u3002<\/p>\n<p>\u53e6\u4e00\u5be6\u4f8b\u662f\u4e39\u9ea5\u88fd\u85e5\u516c\u53f8\u8afe\u548c\u8afe\u5fb7(Novo Nordisk)\u3002\u9762\u5c0d\u80f0\u5cf6\u7d20\u5e02\u5834\u7af6\u722d\u52a0\u5287\u7684\u98a8\u96aa\uff0c\u8a72\u516c\u53f8\u4e3b\u52d5\u52a0\u5927\u7814\u767c\u6295\u5165\uff0c\u805a\u7126\u958b\u767c\u5275\u65b0\u7cd6\u5c3f\u75c5\u6cbb\u7642\u65b9\u6848\uff0c\u5982GLP-1\u53d7\u9ad4\u6fc0\u52d5\u5291\uff0c\u9019\u4e00\u7b56\u7565\u4e0d\u50c5\u7de9\u89e3\u4e86\u5c08\u5229\u671f\u6eff\u98a8\u96aa\uff0c\u66f4\u4f7f\u5176\u5728\u80a5\u80d6\u6cbb\u7642\u9818\u57df\u5efa\u7acb\u4e86\u9818\u5148\u5730\u4f4d\uff0c2023\u5e74\u80a1\u50f9\u56e0\u6b64\u5927\u5e45\u4e0a\u6f32\u8d85\u904e50%\u3002<\/p>\n<p>\u54c8\u4f5b\u5546\u5b78\u9662\u7814\u7a76\u8868\u660e\uff0c\u5177\u5099\u5f37\u5927\u98a8\u96aa\u7ba1\u7406\u6587\u5316\u7684\u4f01\u696d\uff0c\u5176\u9577\u671f\u80a1\u6771\u56de\u5831\u7387\u5e73\u5747\u9ad8\u51fa15%\uff0c\u8b49\u660e\u4e86\u98a8\u96aa\u8207\u56de\u5831\u7684\u6b63\u76f8\u95dc\u6027\uff0c\u800c\u975e\u50b3\u7d71\u8a8d\u77e5\u4e2d\u7684\u6b64\u6d88\u5f7c\u9577\u95dc\u4fc2\u3002<\/p>\n<h2 id=\"-4\">\u4f01\u696d\u98a8\u96aa\u7ba1\u7406\u67b6\u69cb<\/h2>\n<p>\u4f01\u696d\u98a8\u96aa\u7ba1\u7406\u662f\u7d44\u7e54\u6c38\u7e8c\u7d93\u71df\u7684\u95dc\u9375\u652f\u67f1\uff0c\u4e00\u500b\u5b8c\u5584\u7684\u98a8\u96aa\u7ba1\u7406\u67b6\u69cb\u80fd\u5e6b\u52a9\u4f01\u696d\u5728\u4e0d\u78ba\u5b9a\u6027\u4e2d\u4fdd\u6301\u5f48\u6027\u8207\u7af6\u722d\u529b\u3002\u4ee5\u4e0b\u5c07\u5f9e\u7b56\u7565\u5236\u5b9a\u3001\u7d44\u7e54\u8a2d\u8a08\u5230\u6587\u5316\u57f9\u990a\u4e09\u500b\u9762\u5411\uff0c\u6df1\u5165\u63a2\u8a0e\u5982\u4f55\u5efa\u7acb\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u7cfb\u7d71\uff0c\u4e26\u5206\u4eab\u696d\u754c\u6700\u4f73\u5be6\u8e10\u3002<\/p>\n<h3 id=\"-5\">\u98a8\u96aa\u7ba1\u7406\u7b56\u7565\u8207\u76ee\u6a19<\/h3>\n<p>\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u59cb\u65bc\u660e\u78ba\u7684\u7b56\u7565\u8207\u76ee\u6a19\u8a2d\u5b9a\uff0c\u9019\u70ba\u4f01\u696d\u63d0\u4f9b\u61c9\u5c0d\u98a8\u96aa\u7684\u6574\u9ad4\u65b9\u5411\u8207\u6846\u67b6\u3002<\/p>\n<p><strong>\u98a8\u96aa\u7ba1\u7406\u7b56\u7565\u7684\u6838\u5fc3\u8981\u7d20<\/strong>:<\/p>\n<ul>\n<li>\u98a8\u96aa\u504f\u597d\u8072\u660e\uff1a\u660e\u78ba\u754c\u5b9a\u4f01\u696d\u9858\u610f\u627f\u64d4\u7684\u98a8\u96aa\u985e\u578b\u8207\u7a0b\u5ea6<\/li>\n<li>\u98a8\u96aa\u8a55\u4f30\u65b9\u6cd5\uff1a\u5efa\u7acb\u4e00\u81f4\u7684\u98a8\u96aa\u8b58\u5225\u3001\u5206\u6790\u8207\u8a55\u4f30\u6a19\u6e96<\/li>\n<li>\u98a8\u96aa\u56de\u61c9\u8a08\u5283\uff1a\u5236\u5b9a\u9810\u9632\u3001\u7de9\u89e3\u3001\u8f49\u79fb\u6216\u63a5\u53d7\u98a8\u96aa\u7684\u7b56\u7565<\/li>\n<\/ul>\n<p>\u6839\u64da\u5fb7\u52e4(Deloitte)\u7684\u7814\u7a76\uff0c\u64c1\u6709\u6210\u719f\u98a8\u96aa\u7ba1\u7406\u7b56\u7565\u7684\u4f01\u696d\u5728\u9762\u5c0d\u5e02\u5834\u6ce2\u52d5\u6642\uff0c\u5176\u80a1\u50f9\u6ce2\u52d5\u7387\u6bd4\u540c\u884c\u696d\u7af6\u722d\u5c0d\u624b\u4f4e15%\u3002\u4f8b\u5982\uff0c\u5fae\u8edf(Microsoft)\u5c07\u98a8\u96aa\u7ba1\u7406\u7b56\u7565\u8207\u696d\u52d9\u76ee\u6a19\u7dca\u5bc6\u7d50\u5408\uff0c\u6bcf\u5b63\u5ea6\u9032\u884c\u98a8\u96aa\u8a55\u4f30\u56de\u9867\uff0c\u4f7f\u5176\u5728\u6578\u4f4d\u8f49\u578b\u904e\u7a0b\u4e2d\u80fd\u5920\u6709\u6548\u7ba1\u7406\u65b0\u8208\u98a8\u96aa\u3002<\/p>\n<p><strong>\u98a8\u96aa\u7ba1\u7406\u7684\u6700\u4f73\u5be6\u8e10<\/strong>\u5305\u62ec:<\/p>\n<ol>\n<li>\u98a8\u96aa\u6574\u5408\u7ba1\u7406(ERM)\uff1a\u5c07\u98a8\u96aa\u7ba1\u7406\u5d4c\u5165\u6240\u6709\u696d\u52d9\u6c7a\u7b56\u904e\u7a0b<\/li>\n<li>\u60c5\u5883\u898f\u5283\u8207\u58d3\u529b\u6e2c\u8a66\uff1a\u91dd\u5c0d\u6975\u7aef\u4f46\u53ef\u80fd\u767c\u751f\u7684\u4e8b\u4ef6\u9032\u884c\u9810\u6f14<\/li>\n<li>\u5b9a\u671f\u98a8\u96aa\u5be9\u67e5\u8207\u66f4\u65b0\uff1a\u81f3\u5c11\u6bcf\u5b63\u5ea6\u91cd\u65b0\u8a55\u4f30\u95dc\u9375\u98a8\u96aa\u6307\u6a19<\/li>\n<li>\u8463\u4e8b\u6703\u5c64\u7d1a\u7684\u98a8\u96aa\u76e3\u7763\uff1a\u78ba\u4fdd\u9ad8\u5c64\u5c0d\u98a8\u96aa\u7ba1\u7406\u7684\u627f\u8afe\u8207\u53c3\u8207<\/li>\n<\/ol>\n<h3 id=\"-6\">\u98a8\u96aa\u7ba1\u7406\u7d44\u7e54\u67b6\u69cb<\/h3>\n<p>\u5065\u5168\u7684\u98a8\u96aa\u7ba1\u7406\u7d44\u7e54\u67b6\u69cb\u80fd\u78ba\u4fdd\u98a8\u96aa\u8b58\u5225\u3001\u8a55\u4f30\u548c\u56de\u61c9\u7684\u7cfb\u7d71\u5316\u57f7\u884c\uff0c\u540c\u6642\u660e\u78ba\u5404\u5c64\u7d1a\u7684\u8077\u8cac\u8207\u6b0a\u9650\u3002<\/p>\n<p><strong>\u73fe\u4ee3\u98a8\u96aa\u7ba1\u7406\u7d44\u7e54\u901a\u5e38\u63a1\u7528\u300c\u4e09\u9053\u9632\u7dda\u300d\u6a21\u578b<\/strong>:<\/p>\n<ul>\n<li>\u7b2c\u4e00\u9053\u9632\u7dda\uff1a\u696d\u52d9\u55ae\u4f4d\u548c\u8077\u80fd\u90e8\u9580\uff0c\u8ca0\u8cac\u65e5\u5e38\u98a8\u96aa\u7ba1\u7406<\/li>\n<li>\u7b2c\u4e8c\u9053\u9632\u7dda\uff1a\u98a8\u96aa\u7ba1\u7406\u3001\u5408\u898f\u7b49\u5c08\u8077\u90e8\u9580\uff0c\u8ca0\u8cac\u76e3\u7763\u548c\u6307\u5c0e<\/li>\n<li>\u7b2c\u4e09\u9053\u9632\u7dda\uff1a\u5167\u90e8\u5be9\u8a08\uff0c\u63d0\u4f9b\u7368\u7acb\u8a55\u4f30\u548c\u4fdd\u8b49<\/li>\n<\/ul>\n<p>\u4ee5\u6469\u6839\u5927\u901a(JPMorgan Chase)\u70ba\u4f8b\uff0c\u5176\u98a8\u96aa\u7ba1\u7406\u7d44\u7e54\u7531\u8463\u4e8b\u6703\u98a8\u96aa\u59d4\u54e1\u6703\u9818\u5c0e\uff0c\u4e0b\u8a2d\u9996\u5e2d\u98a8\u96aa\u5b98(CRO)\u7d71\u7c4c\u5168\u7403\u98a8\u96aa\u7ba1\u7406\u8077\u80fd\uff0c\u5404\u696d\u52d9\u7dda\u5247\u8a2d\u6709\u5c08\u9580\u7684\u98a8\u96aa\u7ba1\u7406\u5718\u968a\uff0c\u5f62\u6210\u7e31\u6a6b\u4ea4\u932f\u7684\u77e9\u9663\u5f0f\u7ba1\u7406\u7d50\u69cb\u3002\u9019\u7a2e\u914d\u7f6e\u4f7f\u98a8\u96aa\u7ba1\u7406\u65e2\u6709\u7d71\u4e00\u6a19\u6e96\uff0c\u53c8\u80fd\u9069\u61c9\u4e0d\u540c\u696d\u52d9\u7279\u9ede\u3002<\/p>\n<p><strong>\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u7d44\u7e54\u67b6\u69cb\u61c9\u5305\u542b<\/strong>:<\/p>\n<ol>\n<li>\u8463\u4e8b\u6703\u5c64\u7d1a\u7684\u98a8\u96aa\u76e3\u7763\u59d4\u54e1\u6703<\/li>\n<li>\u9ad8\u7ba1\u5718\u968a\u4e2d\u7684\u98a8\u96aa\u7ba1\u7406\u4ee3\u8868(\u5982CRO)<\/li>\n<li>\u5c08\u9580\u7684\u98a8\u96aa\u7ba1\u7406\u90e8\u9580<\/li>\n<li>\u696d\u52d9\u55ae\u4f4d\u4e2d\u7684\u98a8\u96aa\u806f\u7d61\u4eba<\/li>\n<li>\u6e05\u6670\u7684\u532f\u5831\u8207\u4e0a\u5831\u6a5f\u5236<\/li>\n<\/ol>\n<h3 id=\"-7\">\u98a8\u96aa\u7ba1\u7406\u6587\u5316\u5efa\u7acb<\/h3>\n<p>\u4f01\u696d\u98a8\u96aa\u6587\u5316\u662f\u6c7a\u5b9a\u98a8\u96aa\u7ba1\u7406\u5be6\u969b\u57f7\u884c\u6548\u679c\u7684\u95dc\u9375\u56e0\u7d20\uff0c\u5b83\u5f71\u97ff\u8457\u6bcf\u4f4d\u54e1\u5de5\u5982\u4f55\u8b58\u5225\u3001\u6e9d\u901a\u548c\u61c9\u5c0d\u98a8\u96aa\u3002<\/p>\n<p><strong>\u5efa\u7acb\u7a4d\u6975\u98a8\u96aa\u6587\u5316\u7684\u6b65\u9a5f<\/strong>:<\/p>\n<ol>\n<li>\u9818\u5c0e\u5c64\u793a\u7bc4\uff1a\u9ad8\u5c64\u7ba1\u7406\u8005\u5fc5\u9808\u4ee5\u8eab\u4f5c\u5247\uff0c\u5c07\u98a8\u96aa\u610f\u8b58\u878d\u5165\u6c7a\u7b56\u904e\u7a0b<\/li>\n<li>\u98a8\u96aa\u610f\u8b58\u57f9\u8a13\uff1a\u91dd\u5c0d\u4e0d\u540c\u5c64\u7d1a\u54e1\u5de5\u8a2d\u8a08\u9069\u5408\u7684\u98a8\u96aa\u7ba1\u7406\u57f9\u8a13\u8ab2\u7a0b<\/li>\n<li>\u6fc0\u52f5\u6a5f\u5236\u8abf\u6574\uff1a\u5c07\u98a8\u96aa\u7ba1\u7406\u8868\u73fe\u7d0d\u5165\u7e3e\u6548\u8a55\u4f30\u548c\u734e\u52f5\u9ad4\u7cfb<\/li>\n<li>\u958b\u653e\u6e9d\u901a\u6e20\u9053\uff1a\u9f13\u52f5\u98a8\u96aa\u76f8\u95dc\u8cc7\u8a0a\u7684\u81ea\u7531\u6d41\u52d5\u548c\u554f\u984c\u4e0a\u5831<\/li>\n<li>\u5b78\u7fd2\u800c\u975e\u6307\u8cac\uff1a\u5f9e\u5931\u8aa4\u4e2d\u5b78\u7fd2\u800c\u975e\u5c0b\u627e\u66ff\u7f6a\u7f8a<\/li>\n<\/ol>\n<p>\u54c8\u4f5b\u5546\u5b78\u9662\u7684\u7814\u7a76\u8868\u660e\uff0c\u64c1\u6709\u5f37\u5065\u98a8\u96aa\u6587\u5316\u7684\u4f01\u696d\u6bd4\u540c\u884c\u66f4\u80fd\u5728\u5371\u6a5f\u4e2d\u4fdd\u6301\u7a69\u5b9a\uff0c\u4e26\u5c55\u73fe\u51fa23%\u66f4\u9ad8\u7684\u9577\u671f\u8ca1\u52d9\u8868\u73fe\u3002\u4f8b\u5982\uff0c\u806f\u5408\u5229\u83ef(Unilever)\u901a\u904e\u300c\u8aa0\u4fe1\u9031\u300d\u7b49\u6d3b\u52d5\u548c\u300c\u533f\u540d\u8209\u5831\u71b1\u7dda\u300d\u7b49\u6a5f\u5236\uff0c\u6210\u529f\u5c07\u98a8\u96aa\u610f\u8b58\u6df1\u690d\u65bc\u5168\u7403\u54e1\u5de5\u5fc3\u4e2d\uff0c\u5e6b\u52a9\u516c\u53f8\u5728\u591a\u8b8a\u7684\u570b\u969b\u5e02\u5834\u4e2d\u4fdd\u6301\u7af6\u722d\u512a\u52e2\u3002<\/p>\n<p><strong>\u98a8\u96aa\u6587\u5316\u6210\u719f\u5ea6\u53ef\u901a\u904e\u4ee5\u4e0b\u6307\u6a19\u8861\u91cf<\/strong>:<\/p>\n<ul>\n<li>\u98a8\u96aa\u4e8b\u4ef6\u5831\u544a\u983b\u7387\u8207\u8cea\u91cf<\/li>\n<li>\u54e1\u5de5\u98a8\u96aa\u610f\u8b58\u8abf\u67e5\u7d50\u679c<\/li>\n<li>\u98a8\u96aa\u7ba1\u7406\u6d41\u7a0b\u7684\u53c3\u8207\u5ea6<\/li>\n<li>\u9055\u898f\u884c\u70ba\u7684\u767c\u73fe\u8207\u8655\u7406\u901f\u5ea6<\/li>\n<li>\u98a8\u96aa\u76f8\u95dc\u63d0\u6848\u7684\u6578\u91cf\u8207\u8cea\u91cf<\/li>\n<\/ul>\n<p>\u5efa\u7acb\u7406\u60f3\u7684\u98a8\u96aa\u6587\u5316\u9700\u8981\u6642\u9593\u548c\u6301\u7e8c\u52aa\u529b\uff0c\u4f46\u9019\u662f\u78ba\u4fdd\u98a8\u96aa\u7ba1\u7406\u6846\u67b6\u6709\u6548\u904b\u4f5c\u7684\u57fa\u77f3\uff0c\u80fd\u70ba\u4f01\u696d\u5e36\u4f86\u9577\u671f\u7684\u7af6\u722d\u512a\u52e2\u8207\u5f48\u6027\u3002<\/p>\n<h2 id=\"-8\">\u98a8\u96aa\u7ba1\u7406\u516d\u5927\u6838\u5fc3\u6d41\u7a0b<\/h2>\n<p>\u98a8\u96aa\u7ba1\u7406\u662f\u73fe\u4ee3\u4f01\u696d\u904b\u71df\u7684\u95dc\u9375\u74b0\u7bc0\uff0c\u900f\u904e\u7cfb\u7d71\u5316\u7684\u65b9\u6cd5\u4f86\u8b58\u5225\u3001\u8a55\u4f30\u548c\u8655\u7406\u53ef\u80fd\u5f71\u97ff\u4f01\u696d\u76ee\u6a19\u5be6\u73fe\u7684\u5404\u985e\u98a8\u96aa\u3002\u4ee5\u4e0b\u6211\u5011\u5c07\u63a2\u8a0e\u98a8\u96aa\u7ba1\u7406\u7684\u516d\u5927\u6838\u5fc3\u6d41\u7a0b\uff0c\u6bcf\u500b\u968e\u6bb5\u90fd\u6709\u5176\u7368\u7279\u7684\u65b9\u6cd5\u3001\u5de5\u5177\u548c\u5be6\u52d9\u61c9\u7528\uff0c\u5e6b\u52a9\u4f01\u696d\u5efa\u7acb\u5168\u9762\u4e14\u6709\u6548\u7684\u98a8\u96aa\u7ba1\u7406\u6a5f\u5236\u3002<\/p>\n<h3 id=\"-9\">\u98a8\u96aa\u8b58\u5225\u6280\u8853<\/h3>\n<p>\u98a8\u96aa\u8b58\u5225\u662f\u98a8\u96aa\u7ba1\u7406\u7684\u7b2c\u4e00\u9053\u9632\u7dda\uff0c\u900f\u904e\u591a\u5143\u5316\u65b9\u6cd5\u627e\u51fa\u6f5b\u5728\u5a01\u8105\u3002\u6709\u6548\u8b58\u5225\u98a8\u96aa\u80fd\u8b93\u4f01\u696d\u672a\u96e8\u7da2\u7e46\uff0c\u907f\u514d\u63aa\u624b\u4e0d\u53ca\u7684\u640d\u5931\u3002<\/p>\n<p><strong>\u5e38\u7528\u98a8\u96aa\u8b58\u5225\u65b9\u6cd5\u8207\u5de5\u5177<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u8166\u529b\u6fc0\u76ea\u6cd5<\/strong>\uff1a\u96c6\u5408\u4e0d\u540c\u90e8\u9580\u4eba\u54e1\uff0c\u4fc3\u9032\u601d\u7dad\u78b0\u649e\u4ee5\u5168\u9762\u8b58\u5225\u6f5b\u5728\u98a8\u96aa<\/li>\n<li><strong>\u5fb7\u723e\u83f2\u6cd5<\/strong>\uff1a\u5fb5\u8a62\u5c08\u5bb6\u610f\u898b\u4e26\u9032\u884c\u591a\u8f2a\u533f\u540d\u8a55\u4f30\uff0c\u6d88\u9664\u7fa4\u9ad4\u58d3\u529b\u5f71\u97ff<\/li>\n<li><strong>\u6d41\u7a0b\u5206\u6790<\/strong>\uff1a\u5206\u6790\u696d\u52d9\u6d41\u7a0b\u7684\u6bcf\u500b\u74b0\u7bc0\uff0c\u627e\u51fa\u53ef\u80fd\u51fa\u73fe\u554f\u984c\u7684\u7bc0\u9ede<\/li>\n<li><strong>SWOT\u5206\u6790<\/strong>\uff1a\u8a55\u4f30\u4f01\u696d\u5167\u5916\u90e8\u74b0\u5883\uff0c\u627e\u51fa\u5a01\u8105\u8207\u5f31\u9ede<\/li>\n<li><strong>\u6aa2\u6838\u8868\u6cd5<\/strong>\uff1a\u6839\u64da\u6b77\u53f2\u7d93\u9a57\u5efa\u7acb\u6aa2\u6838\u8868\uff0c\u78ba\u4fdd\u98a8\u96aa\u8b58\u5225\u7684\u5b8c\u6574\u6027<\/li>\n<\/ul>\n<p><strong>\u5be6\u969b\u61c9\u7528\u6848\u4f8b<\/strong>\uff1a<br \/>\n\u860b\u679c\u516c\u53f8\u5728\u4f9b\u61c9\u93c8\u98a8\u96aa\u8b58\u5225\u4e2d\u63a1\u7528\u4e86\u591a\u5c64\u6b21\u65b9\u6cd5\u30022011\u5e74\u65e5\u672c\u798f\u5cf6\u6838\u707d\u5f8c\uff0c\u860b\u679c\u901a\u904e\u4f9b\u61c9\u5546\u6620\u5c04\u6280\u8853\u8fc5\u901f\u8b58\u5225\u51fa167\u500b\u53ef\u80fd\u53d7\u5f71\u97ff\u7684\u4f9b\u61c9\u5546\uff0c\u4e26\u7acb\u5373\u555f\u52d5\u66ff\u4ee3\u65b9\u6848\uff0c\u5c07\u696d\u52d9\u4e2d\u65b7\u98a8\u96aa\u964d\u5230\u6700\u4f4e\u3002\u6839\u64da\u860b\u679c\u7684\u4f9b\u61c9\u5546\u8cac\u4efb\u5831\u544a\uff0c\u9019\u7a2e\u98a8\u96aa\u8b58\u5225\u6a5f\u5236\u6bcf\u5e74\u80fd\u5920\u9810\u9632\u7d0485%\u7684\u6f5b\u5728\u4f9b\u61c9\u93c8\u4e2d\u65b7\u4e8b\u4ef6\u3002<\/p>\n<h3 id=\"-10\">\u98a8\u96aa\u8a55\u4f30\u65b9\u6cd5<\/h3>\n<p>\u98a8\u96aa\u8a55\u4f30\u5c07\u5df2\u8b58\u5225\u7684\u98a8\u96aa\u9032\u884c\u7cfb\u7d71\u6027\u5206\u6790\uff0c\u5224\u65b7\u5176\u5f71\u97ff\u7a0b\u5ea6\u8207\u767c\u751f\u53ef\u80fd\u6027\uff0c\u70ba\u5f8c\u7e8c\u98a8\u96aa\u8655\u7406\u63d0\u4f9b\u4f9d\u64da\u3002\u7cbe\u6e96\u7684\u98a8\u96aa\u8a55\u4f30\u80fd\u5e6b\u52a9\u4f01\u696d\u512a\u5316\u8cc7\u6e90\u5206\u914d\uff0c\u96c6\u4e2d\u8655\u7406\u95dc\u9375\u98a8\u96aa\u3002<\/p>\n<p><strong>\u4e3b\u8981\u98a8\u96aa\u8a55\u4f30\u65b9\u6cd5<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u5b9a\u6027\u5206\u6790<\/strong>\uff1a\u4f7f\u7528\u63cf\u8ff0\u6027\u7b49\u7d1a\uff08\u5982\u9ad8\/\u4e2d\/\u4f4e\uff09\u8a55\u4f30\u98a8\u96aa<\/li>\n<li>\u98a8\u96aa\u77e9\u9663\uff1a\u7d50\u5408\u5f71\u97ff\u5ea6\u8207\u53ef\u80fd\u6027\u7684\u4e8c\u7dad\u77e9\u9663<\/li>\n<li>\u5c08\u5bb6\u5224\u65b7\uff1a\u57fa\u65bc\u7d93\u9a57\u548c\u5c08\u696d\u77e5\u8b58\u7684\u8a55\u4f30<\/li>\n<li><strong>\u5b9a\u91cf\u5206\u6790<\/strong>\uff1a\u4f7f\u7528\u6578\u503c\u548c\u7d71\u8a08\u65b9\u6cd5\u8a55\u4f30\u98a8\u96aa<\/li>\n<li>\u8499\u7279\u5361\u6d1b\u6a21\u64ec\uff1a\u900f\u904e\u6982\u7387\u5206\u5e03\u6a21\u64ec\u4e0d\u540c\u60c5\u5883<\/li>\n<li>\u6c7a\u7b56\u6a39\u5206\u6790\uff1a\u8a55\u4f30\u4e0d\u540c\u6c7a\u7b56\u8def\u5f91\u7684\u98a8\u96aa\u8207\u6536\u76ca<\/li>\n<li>\u654f\u611f\u6027\u5206\u6790\uff1a\u6e2c\u8a66\u95dc\u9375\u8b8a\u91cf\u8b8a\u5316\u5c0d\u7d50\u679c\u7684\u5f71\u97ff<\/li>\n<\/ul>\n<p><strong>\u5982\u4f55\u9032\u884c\u98a8\u96aa\u8a55\u4f30\uff1f<\/strong><\/p>\n<ol>\n<li>\u78ba\u5b9a\u8a55\u4f30\u6a19\u6e96\uff08\u5f71\u97ff\u5ea6\u8207\u53ef\u80fd\u6027\uff09<\/li>\n<li>\u6536\u96c6\u6b77\u53f2\u6578\u64da\u548c\u5c08\u5bb6\u610f\u898b<\/li>\n<li>\u9078\u64c7\u5408\u9069\u7684\u8a55\u4f30\u5de5\u5177<\/li>\n<li>\u8a08\u7b97\u98a8\u96aa\u503c\uff08Risk = Probability \u00d7 Impact\uff09<\/li>\n<li>\u5efa\u7acb\u98a8\u96aa\u5206\u5e03\u5716\uff0c\u78ba\u5b9a\u98a8\u96aa\u7b49\u7d1a<\/li>\n<\/ol>\n<p><strong>\u5be6\u969b\u6848\u4f8b<\/strong>\uff1a<br \/>\n\u661f\u5df4\u514b\u5728\u8a55\u4f30\u5168\u7403\u5496\u5561\u8c46\u4f9b\u61c9\u98a8\u96aa\u6642\uff0c\u7d50\u5408\u4e86\u5b9a\u6027\u548c\u5b9a\u91cf\u65b9\u6cd5\u3002\u900f\u904e\u6c23\u5019\u6a21\u578b\u5206\u6790\uff0c\u661f\u5df4\u514b\u767c\u73fe\u517660%\u7684\u963f\u62c9\u6bd4\u5361\u5496\u5561\u7522\u5340\u9762\u81e8\u6c23\u5019\u8b8a\u5316\u98a8\u96aa\u3002\u8a72\u516c\u53f8\u4f7f\u7528\u60c5\u5883\u5206\u6790\u9810\u6e2c\uff0c\u52302050\u5e74\uff0c\u9069\u5408\u5496\u5561\u7a2e\u690d\u7684\u571f\u5730\u53ef\u80fd\u6e1b\u5c1150%\u3002\u57fa\u65bc\u9019\u4e9b\u8a55\u4f30\uff0c\u661f\u5df4\u514b\u6295\u51655000\u842c\u7f8e\u5143\u65bc\u300c\u5168\u7403\u8fb2\u6c11\u5275\u65b0\u57fa\u91d1\u300d\uff0c\u652f\u6301\u8fb2\u6c11\u63a1\u7528\u6c23\u5019\u667a\u80fd\u578b\u8fb2\u696d\u6280\u8853\uff0c\u964d\u4f4e\u9577\u671f\u4f9b\u61c9\u98a8\u96aa\u3002<\/p>\n<h3 id=\"-11\">\u98a8\u96aa\u8a08\u7b97\u8207\u91cf\u5316<\/h3>\n<p>\u98a8\u96aa\u91cf\u5316\u5c07\u62bd\u8c61\u7684\u98a8\u96aa\u8f49\u5316\u70ba\u5177\u9ad4\u6578\u503c\uff0c\u6709\u52a9\u65bc\u5ba2\u89c0\u6bd4\u8f03\u4e0d\u540c\u98a8\u96aa\u4e26\u505a\u51fa\u8cc7\u6e90\u5206\u914d\u6c7a\u7b56\u3002\u7cbe\u78ba\u7684\u91cf\u5316\u80fd\u63d0\u5347\u98a8\u96aa\u7ba1\u7406\u7684\u79d1\u5b78\u6027\u548c\u53ef\u4fe1\u5ea6\uff0c\u70ba\u6c7a\u7b56\u5c64\u63d0\u4f9b\u5805\u5be6\u4f9d\u64da\u3002<\/p>\n<p><strong>\u4e3b\u8981\u98a8\u96aa\u91cf\u5316\u6280\u8853\u8207\u6307\u6a19<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u98a8\u96aa\u503c(Value at Risk, VaR)<\/strong>\uff1a\u5728\u7279\u5b9a\u4fe1\u5fc3\u6c34\u6e96\u4e0b\uff0c\u5728\u7d66\u5b9a\u6642\u671f\u5167\u53ef\u80fd\u7684\u6700\u5927\u640d\u5931<\/li>\n<li><strong>\u689d\u4ef6\u98a8\u96aa\u503c(Conditional VaR)<\/strong>\uff1a\u8d85\u904eVaR\u7684\u9810\u671f\u640d\u5931<\/li>\n<li><strong>\u9810\u671f\u640d\u5931(Expected Loss)<\/strong>\uff1a\u98a8\u96aa\u4e8b\u4ef6\u7684\u5e73\u5747\u9810\u671f\u640d\u5931<\/li>\n<li><strong>\u98a8\u96aa\u66b4\u9732\u5ea6(Risk Exposure)<\/strong>\uff1a\u8cc7\u7522\u6216\u696d\u52d9\u9762\u81e8\u7684\u98a8\u96aa\u7e3d\u91cf<\/li>\n<li><strong>\u98a8\u96aa\u8abf\u6574\u8cc7\u672c\u56de\u5831\u7387(RAROC)<\/strong>\uff1a\u8003\u616e\u98a8\u96aa\u5f8c\u7684\u8cc7\u672c\u6536\u76ca\u8a55\u4f30<\/li>\n<\/ul>\n<p><strong>\u884c\u696d\u61c9\u7528\u5be6\u4f8b<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u91d1\u878d\u696d<\/strong>\uff1a\u6469\u6839\u5927\u901a\u9280\u884c\u63a1\u7528VaR\u6a21\u578b\u8a55\u4f30\u5e02\u5834\u98a8\u96aa\uff0c\u5176\u5e74\u5ea6\u5831\u544a\u986f\u793a\uff0c95%\u4fe1\u5fc3\u6c34\u6e96\u4e0b\u7684\u5e73\u5747\u6bcf\u65e5VaR\u7d04\u70ba4500\u842c\u7f8e\u5143\u30022008\u5e74\u91d1\u878d\u5371\u6a5f\u5f8c\uff0c\u8a72\u884c\u589e\u52a0\u4e86\u58d3\u529b\u6e2c\u8a66\u548c\u6975\u7aef\u98a8\u96aa\u60c5\u5883\u5206\u6790\uff0c\u4f7f\u98a8\u96aa\u91cf\u5316\u66f4\u5168\u9762\u3002<\/li>\n<li><strong>\u88fd\u9020\u696d<\/strong>\uff1a\u8c50\u7530\u6c7d\u8eca\u61c9\u7528\u5931\u6548\u6a21\u5f0f\u8207\u5f71\u97ff\u5206\u6790(FMEA)\u91cf\u5316\u751f\u7522\u98a8\u96aa\uff0c\u70ba\u6bcf\u500b\u6f5b\u5728\u5931\u6548\u5206\u914d\u98a8\u96aa\u512a\u5148\u6578(RPN)\u3002\u9019\u5957\u7cfb\u7d71\u5e6b\u52a9\u8c50\u7530\u8b58\u5225\u4e26\u89e3\u6c7a\u4e86\u7d0485%\u7684\u6f5b\u5728\u751f\u7522\u554f\u984c\uff0c\u964d\u4f4e\u4e8630%\u7684\u8cea\u91cf\u76f8\u95dc\u6210\u672c\u3002<\/li>\n<\/ul>\n<h3 id=\"-12\">\u98a8\u96aa\u8a55\u7d1a\u8207\u512a\u5148\u9806\u5e8f<\/h3>\n<p>\u98a8\u96aa\u8a55\u7d1a\u5efa\u7acb\u7cfb\u7d71\u5316\u6a19\u6e96\uff0c\u6c7a\u5b9a\u54ea\u4e9b\u98a8\u96aa\u9700\u8981\u512a\u5148\u8655\u7406\u3002\u5408\u7406\u7684\u512a\u5148\u9806\u5e8f\u8a2d\u5b9a\u80fd\u78ba\u4fdd\u6709\u9650\u8cc7\u6e90\u6295\u5165\u5230\u6700\u95dc\u9375\u7684\u98a8\u96aa\u9818\u57df\uff0c\u907f\u514d\u91cd\u9ede\u4e0d\u6e05\u7684\u98a8\u96aa\u7ba1\u7406\u3002<\/p>\n<p><strong>\u98a8\u96aa\u8a55\u7d1a\u5de5\u5177\u8207\u6a19\u6e96<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u98a8\u96aa\u71b1\u5716(Heat Map)<\/strong>\uff1a\u76f4\u89c0\u986f\u793a\u5404\u98a8\u96aa\u7684\u76f8\u5c0d\u4f4d\u7f6e<\/li>\n<li><strong>\u98a8\u96aa\u8a55\u5206\u5361<\/strong>\uff1a\u5c07\u5b9a\u6027\u56e0\u7d20\u91cf\u5316\u70ba\u7d71\u4e00\u8a55\u5206<\/li>\n<li><strong>\u98a8\u96aa\u5bb9\u5fcd\u5ea6\u6846\u67b6<\/strong>\uff1a\u660e\u78ba\u7d44\u7e54\u53ef\u63a5\u53d7\u7684\u98a8\u96aa\u6c34\u5e73<\/li>\n<li><strong>\u98a8\u96aa\u512a\u5148\u9806\u5e8f\u516c\u5f0f<\/strong>\uff1aRPN = \u56b4\u91cd\u6027 \u00d7 \u767c\u751f\u983b\u7387 \u00d7 \u6aa2\u6e2c\u96e3\u5ea6<\/li>\n<\/ul>\n<p><strong>\u4f01\u696d\u98a8\u96aa\u6392\u5e8f\u6c7a\u7b56\u5be6\u52d9<\/strong>\uff1a<br \/>\n\u57c3\u514b\u68ee\u7f8e\u5b5a\u77f3\u6cb9\u516c\u53f8\u63a1\u7528\u591a\u5c64\u6b21\u98a8\u96aa\u8a55\u7d1a\u7cfb\u7d71\uff0c\u5c07\u74b0\u5883\u5b89\u5168\u98a8\u96aa\u5206\u70ba\u4e94\u500b\u7b49\u7d1a\u3002\u8a72\u516c\u53f8\u8a2d\u5b9a&#8221;\u4e0d\u53ef\u63a5\u53d7\u98a8\u96aa&#8221;\u7684\u660e\u78ba\u6a19\u6e96 &#8211; \u4efb\u4f55\u6f5b\u5728\u81f4\u547d\u6216\u9020\u6210\u6c38\u4e45\u50b7\u5bb3\u7684\u98a8\u96aa\u81ea\u52d5\u7372\u5f97\u6700\u9ad8\u512a\u5148\u7d1a\u3002\u6839\u64da\u57c3\u514b\u68ee\u7f8e\u5b5a\u7684\u5b89\u5168\u5831\u544a\uff0c\u900f\u904e\u9019\u7a2e\u8a55\u7d1a\u65b9\u6cd5\uff0c\u516c\u53f8\u5728\u904e\u53bb\u5341\u5e74\u5c07\u91cd\u5927\u5b89\u5168\u4e8b\u6545\u6e1b\u5c11\u4e86\u7d0470%\u3002<\/p>\n<p><strong>\u98a8\u96aa\u512a\u5148\u9806\u5e8f\u6c7a\u7b56\u6846\u67b6<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u98a8\u96aa\u7b49\u7d1a<\/th>\n<th>\u8655\u7406\u6642\u9593\u8981\u6c42<\/th>\n<th>\u6240\u9700\u6388\u6b0a\u5c64\u7d1a<\/th>\n<th>\u8cc7\u6e90\u5206\u914d\u6bd4\u4f8b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6975\u9ad8\u98a8\u96aa<\/td>\n<td>\u7acb\u5373\u8655\u7406<\/td>\n<td>\u9ad8\u5c64\u7ba1\u7406\u5718\u968a<\/td>\n<td>\u512a\u5148\u5206\u914d\u8cc7\u6e90<\/td>\n<\/tr>\n<tr>\n<td>\u9ad8\u98a8\u96aa<\/td>\n<td>30\u5929\u5167<\/td>\n<td>\u90e8\u9580\u4e3b\u7ba1<\/td>\n<td>\u5145\u5206\u8cc7\u6e90\u5206\u914d<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u7b49\u98a8\u96aa<\/td>\n<td>90\u5929\u5167<\/td>\n<td>\u5718\u968a\u4e3b\u7ba1<\/td>\n<td>\u9069\u7576\u8cc7\u6e90\u5206\u914d<\/td>\n<\/tr>\n<tr>\n<td>\u4f4e\u98a8\u96aa<\/td>\n<td>\u5e74\u5ea6\u8a08\u5283\u5167<\/td>\n<td>\u98a8\u96aa\u6240\u6709\u8005<\/td>\n<td>\u6709\u9650\u8cc7\u6e90\u5206\u914d<\/td>\n<\/tr>\n<tr>\n<td>\u6975\u4f4e\u98a8\u96aa<\/td>\n<td>\u76e3\u63a7\u5373\u53ef<\/td>\n<td>\u54e1\u5de5\u5c64\u7d1a<\/td>\n<td>\u6700\u5c11\u6216\u7121\u8cc7\u6e90<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3 id=\"-13\">\u98a8\u96aa\u61c9\u5c0d\u7b56\u7565<\/h3>\n<p>\u98a8\u96aa\u61c9\u5c0d\u662f\u5c07\u8a55\u4f30\u7d50\u679c\u8f49\u5316\u70ba\u5177\u9ad4\u884c\u52d5\u7684\u95dc\u9375\u968e\u6bb5\u3002\u9078\u64c7\u5408\u9069\u7684\u61c9\u5c0d\u7b56\u7565\u80fd\u6709\u6548\u63a7\u5236\u98a8\u96aa\uff0c\u540c\u6642\u5e73\u8861\u6210\u672c\u8207\u6548\u76ca\uff0c\u78ba\u4fdd\u4f01\u696d\u6301\u7e8c\u7a69\u5065\u904b\u71df\u3002<\/p>\n<p><strong>\u4e3b\u8981\u98a8\u96aa\u61c9\u5c0d\u7b56\u7565<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u98a8\u96aa\u6e1b\u7de9(Mitigate)<\/strong>\uff1a\u63a1\u53d6\u63aa\u65bd\u964d\u4f4e\u98a8\u96aa\u767c\u751f\u6982\u7387\u6216\u5f71\u97ff<\/li>\n<\/ol>\n<ul>\n<li>\u9069\u7528\u60c5\u5883\uff1a\u98a8\u96aa\u7121\u6cd5\u5b8c\u5168\u907f\u514d\u4f46\u53ef\u63a7\u5236<\/li>\n<li>\u6848\u4f8b\uff1aNetflix\u900f\u904e\u5c07\u5167\u5bb9\u5206\u6563\u90e8\u7f72\u5728\u591a\u500bAWS\u5340\u57df\uff0c\u964d\u4f4e\u55ae\u4e00\u5340\u57df\u6545\u969c\u7684\u5f71\u97ff<\/li>\n<\/ul>\n<ol>\n<li><strong>\u98a8\u96aa\u8f49\u79fb(Transfer)<\/strong>\uff1a\u5c07\u98a8\u96aa\u8cac\u4efb\u8f49\u79fb\u7d66\u7b2c\u4e09\u65b9<\/li>\n<\/ol>\n<ul>\n<li>\u9069\u7528\u60c5\u5883\uff1a\u6210\u672c\u6548\u76ca\u5206\u6790\u986f\u793a\u8f49\u79fb\u66f4\u7d93\u6fdf<\/li>\n<li>\u6848\u4f8b\uff1a\u661f\u5df4\u514b\u901a\u904e\u5546\u696d\u4fdd\u96aa\u548c\u671f\u8ca8\u5408\u7d04\uff0c\u8f49\u79fb\u5496\u5561\u8c46\u50f9\u683c\u6ce2\u52d5\u98a8\u96aa<\/li>\n<\/ul>\n<ol>\n<li><strong>\u98a8\u96aa\u63a5\u53d7(Accept)<\/strong>\uff1a\u63a5\u53d7\u98a8\u96aa\u4e26\u70ba\u6f5b\u5728\u5f8c\u679c\u505a\u597d\u6e96\u5099<\/li>\n<\/ol>\n<ul>\n<li>\u9069\u7528\u60c5\u5883\uff1a\u8655\u7406\u6210\u672c\u8d85\u904e\u53ef\u80fd\u640d\u5931<\/li>\n<li>\u6848\u4f8b\uff1a\u860b\u679c\u63a5\u53d7\u65b0\u7522\u54c1\u958b\u767c\u7684\u67d0\u4e9b\u5275\u65b0\u98a8\u96aa\uff0c\u4e26\u8a2d\u7acb\u61c9\u6025\u8cc7\u91d1<\/li>\n<\/ul>\n<ol>\n<li><strong>\u98a8\u96aa\u907f\u514d(Avoid)<\/strong>\uff1a\u901a\u904e\u505c\u6b62\u76f8\u95dc\u6d3b\u52d5\u5b8c\u5168\u907f\u958b\u98a8\u96aa<\/li>\n<\/ol>\n<ul>\n<li>\u9069\u7528\u60c5\u5883\uff1a\u98a8\u96aa\u904e\u9ad8\u6216\u4e0d\u7b26\u5408\u6230\u7565<\/li>\n<li>\u6848\u4f8b\uff1a\u901a\u7528\u96fb\u6c232015\u5e74\u51fa\u552e\u5927\u90e8\u5206GE Capital\u696d\u52d9\uff0c\u907f\u514d\u91d1\u878d\u5e02\u5834\u6ce2\u52d5\u98a8\u96aa<\/li>\n<\/ul>\n<p><strong>\u7b56\u7565\u9078\u64c7\u6a19\u6e96<\/strong>\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u9078\u64c7\u6a19\u6e96<\/th>\n<th>\u6e1b\u7de9<\/th>\n<th>\u8f49\u79fb<\/th>\n<th>\u63a5\u53d7<\/th>\n<th>\u907f\u514d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u98a8\u96aa\u56b4\u91cd\u6027<\/td>\n<td>\u4e2d\u81f3\u9ad8<\/td>\n<td>\u9ad8<\/td>\n<td>\u4f4e\u81f3\u4e2d<\/td>\n<td>\u6975\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u767c\u751f\u6982\u7387<\/td>\n<td>\u4e2d\u81f3\u9ad8<\/td>\n<td>\u4f4e\u81f3\u4e2d<\/td>\n<td>\u4f4e<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u8cc7\u6e90\u9700\u6c42<\/td>\n<td>\u4e2d\u81f3\u9ad8<\/td>\n<td>\u4f4e(\u4fdd\u8cbb)<\/td>\n<td>\u6700\u4f4e<\/td>\n<td>\u8b8a\u52d5\u5927<\/td>\n<\/tr>\n<tr>\n<td>\u7d44\u7e54\u63a7\u5236\u5ea6<\/td>\n<td>\u9ad8<\/td>\n<td>\u4f4e<\/td>\n<td>\u4e0d\u9069\u7528<\/td>\n<td>\u5b8c\u5168<\/td>\n<\/tr>\n<tr>\n<td>\u6210\u672c\u6548\u76ca<\/td>\n<td>\u9577\u671f\u6709\u6548<\/td>\n<td>\u53ef\u9810\u6e2c<\/td>\n<td>\u7d93\u6fdf<\/td>\n<td>\u53ef\u907f\u514d\u91cd\u5927\u640d\u5931<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5be6\u969b\u61c9\u7528\u7d50\u679c<\/strong>\uff1a<br \/>\n\u82f1\u7279\u723e\u5728\u9762\u5c0d\u4f9b\u61c9\u93c8\u4e2d\u65b7\u98a8\u96aa\u6642\uff0c\u540c\u6642\u63a1\u7528\u591a\u7a2e\u7b56\u7565\uff1a\u900f\u904e\u5eab\u5b58\u8abf\u6574(\u6e1b\u7de9)\u3001\u63a1\u8cfc\u4fdd\u96aa(\u8f49\u79fb)\u3001\u63a5\u53d7\u90e8\u5206\u5ef6\u9072(\u63a5\u53d7)\u548c\u9000\u51fa\u67d0\u4e9b\u9ad8\u98a8\u96aa\u5e02\u5834(\u907f\u514d)\u3002\u6839\u64da\u82f1\u7279\u723e\u7684\u98a8\u96aa\u5831\u544a\uff0c\u9019\u7a2e\u591a\u5143\u5316\u7b56\u7565\u4f7f\u5176\u57282020\u5e74\u75ab\u60c5\u671f\u9593\u7684\u4f9b\u61c9\u93c8\u97cc\u6027\u6bd4\u540c\u696d\u9ad8\u51fa\u7d0440%\u3002<\/p>\n<h3 id=\"-14\">\u6301\u7e8c\u76e3\u63a7\u8207\u6539\u9032<\/h3>\n<p>\u98a8\u96aa\u7ba1\u7406\u4e0d\u662f\u4e00\u6b21\u6027\u5de5\u4f5c\uff0c\u800c\u662f\u9700\u8981\u6301\u7e8c\u76e3\u63a7\u8207\u8abf\u6574\u7684\u52d5\u614b\u904e\u7a0b\u3002\u6709\u6548\u7684\u98a8\u96aa\u76e3\u63a7\u7cfb\u7d71\u80fd\u53ca\u6642\u767c\u73fe\u98a8\u96aa\u8b8a\u5316\uff0c\u5e6b\u52a9\u4f01\u696d\u5feb\u901f\u8abf\u6574\u7b56\u7565\uff0c\u63d0\u5347\u6574\u9ad4\u98a8\u96aa\u7ba1\u7406\u6548\u80fd\u3002<\/p>\n<p><strong>\u98a8\u96aa\u76e3\u63a7\u95dc\u9375\u8981\u7d20<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u95dc\u9375\u98a8\u96aa\u6307\u6a19(KRIs)<\/strong>\uff1a\u9810\u8b66\u6027\u6307\u6a19\uff0c\u76e3\u6e2c\u98a8\u96aa\u6c34\u5e73\u8b8a\u5316<\/li>\n<li><strong>\u98a8\u96aa\u5100\u8868\u677f<\/strong>\uff1a\u76f4\u89c0\u5c55\u793a\u98a8\u96aa\u72c0\u614b\u7684\u8996\u89ba\u5316\u5de5\u5177<\/li>\n<li><strong>\u98a8\u96aa\u5831\u544a\u6d41\u7a0b<\/strong>\uff1a\u5b9a\u671f\u5411\u4e0d\u540c\u5c64\u7d1a\u532f\u5831\u98a8\u96aa\u72c0\u6cc1<\/li>\n<li><strong>\u89f8\u767c\u9ede\u6a5f\u5236<\/strong>\uff1a\u8a2d\u5b9a\u9810\u8b66\u95be\u503c\uff0c\u8d85\u904e\u6642\u555f\u52d5\u61c9\u5c0d\u63aa\u65bd<\/li>\n<li><strong>\u4e8b\u4ef6\u97ff\u61c9\u6d41\u7a0b<\/strong>\uff1a\u660e\u78ba\u98a8\u96aa\u4e8b\u4ef6\u767c\u751f\u6642\u7684\u8655\u7406\u7a0b\u5e8f<\/li>\n<\/ul>\n<p><strong>\u9810\u8b66\u7cfb\u7d71\u8207\u6539\u9032\u5faa\u74b0\u6848\u4f8b<\/strong>\uff1a<br \/>\n\u5fae\u8edf\u7684\u96f2\u670d\u52d9(Azure)\u63a1\u7528\u591a\u5c64\u6b21\u98a8\u96aa\u76e3\u63a7\u7cfb\u7d71\uff0c\u5305\u62ec\u81ea\u52d5\u5316\u76e3\u6e2c\u5de5\u5177\u548c24\/7\u5168\u7403\u4e8b\u4ef6\u97ff\u61c9\u5718\u968a\u3002\u8a72\u7cfb\u7d71\u80fd\u572899.9%\u7684\u60c5\u6cc1\u4e0b\u5728\u5ba2\u6236\u53d7\u5f71\u97ff\u524d\u767c\u73fe\u6f5b\u5728\u554f\u984c\u3002\u5fae\u8edf\u5be6\u65bd\u300c\u5b78\u7fd2\u5faa\u74b0\u300d\u6a5f\u5236\uff0c\u6bcf\u5b63\u5ea6\u56de\u9867\u98a8\u96aa\u4e8b\u4ef6\u4e26\u66f4\u65b0\u76e3\u63a7\u53c3\u6578\uff0c\u4f7f\u670d\u52d9\u53ef\u7528\u6027\u5f9e2016\u5e74\u768499.95%\u63d0\u5347\u52302022\u5e74\u768499.995%\uff0c\u5927\u5e45\u964d\u4f4e\u4e86\u505c\u6a5f\u98a8\u96aa\u3002<\/p>\n<p><strong>\u6578\u64da\u9a45\u52d5\u7684\u98a8\u96aa\u6539\u9032\u904e\u7a0b<\/strong>\uff1a<\/p>\n<ol>\n<li>\u6536\u96c6\u98a8\u96aa\u4e8b\u4ef6\u548c\u8fd1\u4f3c\u4e8b\u4ef6\u6578\u64da<\/li>\n<li>\u5206\u6790\u6839\u672c\u539f\u56e0\u548c\u6539\u9032\u6a5f\u6703<\/li>\n<li>\u66f4\u65b0\u98a8\u96aa\u8a55\u4f30\u548c\u98a8\u96aa\u7ba1\u7406\u8a08\u5283<\/li>\n<li>\u8abf\u6574\u98a8\u96aa\u63a7\u5236\u63aa\u65bd<\/li>\n<li>\u9a57\u8b49\u6539\u9032\u6548\u679c<\/li>\n<li>\u6a19\u6e96\u5316\u6210\u529f\u505a\u6cd5<\/li>\n<\/ol>\n<p>\u901a\u904e\u9019\u7a2e\u6301\u7e8c\u6539\u9032\u6a5f\u5236\uff0c\u661f\u5df4\u514b\u57282018-2022\u5e74\u9593\u5c07\u4f9b\u61c9\u93c8\u98a8\u96aa\u76f8\u95dc\u6210\u672c\u964d\u4f4e\u4e86\u7d0425%\uff0c\u540c\u6642\u63d0\u9ad8\u4e86\u6574\u9ad4\u4f9b\u61c9\u93c8\u97cc\u6027\uff0c\u5373\u4f7f\u5728\u65b0\u51a0\u75ab\u60c5\u671f\u9593\u4e5f\u80fd\u7dad\u6301\u6838\u5fc3\u696d\u52d9\u904b\u71df\u3002<\/p>\n<h2 id=\"-15\">\u4f01\u696d\u5e38\u898b\u98a8\u96aa\u985e\u578b<\/h2>\n<p>\u98a8\u96aa\u7ba1\u7406\u5df2\u6210\u70ba\u73fe\u4ee3\u4f01\u696d\u71df\u904b\u7684\u95dc\u9375\u80fd\u529b\u3002\u672c\u7bc0\u5c07\u63a2\u8a0e\u4e94\u5927\u6838\u5fc3\u98a8\u96aa\u985e\u578b\uff1a\u7b56\u7565\u3001\u8ca1\u52d9\u3001\u71df\u904b\u3001\u6cd5\u898f\u9075\u5faa\u53ca\u8072\u8b7d\u98a8\u96aa\uff0c\u6bcf\u7a2e\u98a8\u96aa\u90fd\u6709\u5176\u7368\u7279\u7279\u6027\u8207\u7ba1\u7406\u65b9\u6cd5\u3002\u900f\u904e\u7406\u89e3\u9019\u4e9b\u98a8\u96aa\u985e\u578b\uff0c\u4f01\u696d\u80fd\u5efa\u7acb\u66f4\u5168\u9762\u7684\u98a8\u96aa\u9632\u79a6\u6a5f\u5236\uff0c\u78ba\u4fdd\u6c38\u7e8c\u7d93\u71df\u3002<\/p>\n<h3 id=\"-16\">\u7b56\u7565\u98a8\u96aa\u7ba1\u7406<\/h3>\n<p>\u7b56\u7565\u98a8\u96aa\u6e90\u65bc\u4f01\u696d\u7684\u95dc\u9375\u6c7a\u7b56\u8207\u5e02\u5834\u5b9a\u4f4d\uff0c\u5305\u62ec\u696d\u52d9\u64f4\u5c55\u3001\u4f75\u8cfc\u3001\u7522\u54c1\u958b\u767c\u7b49\u6230\u7565\u9078\u64c7\u6240\u5e36\u4f86\u7684\u4e0d\u78ba\u5b9a\u6027\u3002\u9019\u985e\u98a8\u96aa\u76f4\u63a5\u95dc\u4fc2\u5230\u4f01\u696d\u7684\u9577\u671f\u767c\u5c55\u65b9\u5411\u8207\u7af6\u722d\u529b\u3002<\/p>\n<p><strong>\u7b56\u7565\u98a8\u96aa\u4f86\u6e90<\/strong>:<\/p>\n<ul>\n<li>\u5e02\u5834\u8b8a\u5316\u9810\u6e2c\u4e0d\u6e96\u78ba<\/li>\n<li>\u7af6\u722d\u5c0d\u624b\u7b56\u7565\u8abf\u6574<\/li>\n<li>\u65b0\u6280\u8853\u985b\u8986\u73fe\u6709\u5546\u696d\u6a21\u5f0f<\/li>\n<li>\u6d88\u8cbb\u8005\u884c\u70ba\u6539\u8b8a<\/li>\n<li>\u5168\u7403\u5316\u5e36\u4f86\u7684\u4e0d\u78ba\u5b9a\u6027<\/li>\n<\/ul>\n<p><strong>\u6709\u6548\u7684\u7b56\u7565\u98a8\u96aa\u63a7\u5236\u65b9\u6cd5<\/strong>:<\/p>\n<ol>\n<li>\u5b9a\u671f\u9032\u884c\u60c5\u5883\u5206\u6790\u548c\u58d3\u529b\u6e2c\u8a66<\/li>\n<li>\u5efa\u7acb\u52d5\u614b\u7b56\u7565\u8abf\u6574\u6a5f\u5236<\/li>\n<li>\u591a\u5143\u5316\u696d\u52d9\u7d44\u5408<\/li>\n<li>\u6301\u7e8c\u5e02\u5834\u6d1e\u5bdf\u8207\u7af6\u722d\u5206\u6790<\/li>\n<li>\u5efa\u7acb\u654f\u6377\u6c7a\u7b56\u6587\u5316<\/li>\n<\/ol>\n<p><strong>\u6210\u529f\u6848\u4f8b<\/strong>: Netflix \u5f9e DVD \u79df\u8cc3\u8f49\u578b\u70ba\u4e32\u6d41\u5a92\u9ad4\u5e73\u53f0\u7684\u7b56\u7565\u8abf\u6574\uff0c\u9762\u5c0d\u79d1\u6280\u8b8a\u9769\u4e3b\u52d5\u8f49\u578b\uff0c\u4e0d\u50c5\u907f\u514d\u4e86\u67ef\u9054\u5f0f\u7684\u8870\u6557\uff0c\u66f4\u5275\u9020\u4e86\u5168\u65b0\u7684\u5546\u696d\u6a21\u5f0f\u3002\u6839\u64da Statista \u8cc7\u6599\uff0cNetflix 2023 \u5e74\u5168\u7403\u8a02\u95b1\u7528\u6236\u5df2\u7a81\u7834 2.3 \u5104\uff0c\u6210\u70ba\u5a1b\u6a02\u7522\u696d\u7684\u9818\u5c0e\u8005\u3002<\/p>\n<h3 id=\"-17\">\u8ca1\u52d9\u98a8\u96aa\u7ba1\u7406<\/h3>\n<p>\u8ca1\u52d9\u98a8\u96aa\u6d89\u53ca\u4f01\u696d\u7684\u8cc7\u91d1\u6d41\u52d5\u3001\u6295\u8cc7\u56de\u5831\u548c\u8ca1\u52d9\u7a69\u5b9a\u6027\uff0c\u662f\u6240\u6709\u98a8\u96aa\u4e2d\u6700\u76f4\u63a5\u5f71\u97ff\u4f01\u696d\u5b58\u4ea1\u7684\u985e\u578b\u4e4b\u4e00\u3002\u59a5\u5584\u7684\u8ca1\u52d9\u98a8\u96aa\u7ba1\u7406\u80fd\u78ba\u4fdd\u4f01\u696d\u5728\u5404\u7a2e\u7d93\u6fdf\u74b0\u5883\u4e0b\u7dad\u6301\u71df\u904b\u3002<\/p>\n<p><strong>\u8ca1\u52d9\u98a8\u96aa\u4e3b\u8981\u8868\u73fe<\/strong>:<\/p>\n<ul>\n<li>\u6d41\u52d5\u6027\u98a8\u96aa\uff1a\u7121\u6cd5\u53ca\u6642\u7372\u5f97\u8db3\u5920\u8cc7\u91d1<\/li>\n<li>\u4fe1\u7528\u98a8\u96aa\uff1a\u4ea4\u6613\u5c0d\u624b\u7121\u6cd5\u5c65\u884c\u8ca1\u52d9\u7fa9\u52d9<\/li>\n<li>\u5e02\u5834\u98a8\u96aa\uff1a\u5229\u7387\u3001\u532f\u7387\u6ce2\u52d5\u5f71\u97ff<\/li>\n<li>\u8cc7\u672c\u7d50\u69cb\u98a8\u96aa\uff1a\u904e\u5ea6\u69d3\u687f\u6216\u8cc7\u672c\u4e0d\u8db3<\/li>\n<li>\u6295\u8cc7\u56de\u5831\u98a8\u96aa\uff1a\u6295\u8cc7\u6536\u76ca\u4e0d\u9054\u9810\u671f<\/li>\n<\/ul>\n<p><strong>\u8ca1\u52d9\u98a8\u96aa\u76e3\u63a7\u8207\u5c0d\u7b56<\/strong>:<\/p>\n<ol>\n<li>\u5efa\u7acb\u5065\u5168\u7684\u73fe\u91d1\u6d41\u9810\u6e2c\u6a21\u578b<\/li>\n<li>\u591a\u5143\u5316\u878d\u8cc7\u6e20\u9053<\/li>\n<li>\u5be6\u65bd\u56b4\u683c\u7684\u61c9\u6536\u5e33\u6b3e\u7ba1\u7406<\/li>\n<li>\u904b\u7528\u91d1\u878d\u884d\u751f\u5de5\u5177\u9032\u884c\u98a8\u96aa\u5c0d\u6c96<\/li>\n<li>\u7dad\u6301\u9069\u7576\u7684\u8cc7\u672c\u7d50\u69cb<\/li>\n<\/ol>\n<p><strong>\u5178\u578b\u6848\u4f8b<\/strong>: WeWork \u66fe\u662f\u4f30\u503c 470 \u5104\u7f8e\u5143\u7684\u660e\u661f\u7368\u89d2\u7378\uff0c\u4f46\u56e0\u904e\u5ea6\u64f4\u5f35\u3001\u9ad8\u69d3\u687f\u7d93\u71df\u6a21\u5f0f\u548c\u4e0d\u5408\u7406\u7684\u9577\u671f\u79df\u7d04\u627f\u8afe\uff0c\u5c0e\u81f4\u73fe\u91d1\u6d41\u56b4\u91cd\u60e1\u5316\u30022023 \u5e74 11 \u6708\uff0cWeWork \u6700\u7d42\u7533\u8acb\u7834\u7522\u4fdd\u8b77\uff0c\u5e02\u503c\u84b8\u767c 99%\uff0c\u6210\u70ba\u8ca1\u52d9\u98a8\u96aa\u7ba1\u7406\u5931\u6557\u7684\u7d93\u5178\u6848\u4f8b\u3002\u76f8\u53cd\u5730\uff0c\u860b\u679c\u516c\u53f8\u9577\u671f\u4fdd\u6301\u9f90\u5927\u73fe\u91d1\u5132\u5099\uff082023 \u5e74\u8d85\u904e 1600 \u5104\u7f8e\u5143\uff09\uff0c\u5373\u4f7f\u5728 2008 \u5e74\u91d1\u878d\u5371\u6a5f\u548c COVID-19 \u671f\u9593\u4e5f\u80fd\u7a69\u5065\u7d93\u71df\u4e26\u628a\u63e1\u6295\u8cc7\u6a5f\u6703\u3002<\/p>\n<h3 id=\"-18\">\u71df\u904b\u98a8\u96aa\u7ba1\u7406<\/h3>\n<p>\u71df\u904b\u98a8\u96aa\u5b58\u5728\u65bc\u4f01\u696d\u65e5\u5e38\u904b\u4f5c\u7684\u5404\u500b\u74b0\u7bc0\uff0c\u5305\u62ec\u4eba\u54e1\u3001\u6d41\u7a0b\u3001\u7cfb\u7d71\u548c\u5916\u90e8\u4e8b\u4ef6\u5c0e\u81f4\u7684\u6f5b\u5728\u640d\u5931\u3002\u6709\u6548\u7684\u71df\u904b\u98a8\u96aa\u7ba1\u7406\u80fd\u63d0\u5347\u6548\u7387\u3001\u964d\u4f4e\u640d\u5931\u4e26\u78ba\u4fdd\u696d\u52d9\u9023\u7e8c\u6027\u3002<\/p>\n<p><strong>\u71df\u904b\u98a8\u96aa\u7bc4\u7587<\/strong>:<\/p>\n<ul>\n<li>\u5167\u90e8\u6d41\u7a0b\u5931\u6548\u6216\u7f3a\u9677<\/li>\n<li>\u4eba\u70ba\u932f\u8aa4\u6216\u821e\u5f0a<\/li>\n<li>\u7cfb\u7d71\u6545\u969c\u6216\u8cc7\u5b89\u4e8b\u4ef6<\/li>\n<li>\u4f9b\u61c9\u93c8\u4e2d\u65b7<\/li>\n<li>\u81ea\u7136\u707d\u5bb3\u6216\u7a81\u767c\u4e8b\u4ef6<\/li>\n<\/ul>\n<p><strong>\u964d\u4f4e\u71df\u904b\u98a8\u96aa\u7684\u5206\u6790\u5de5\u5177\u8207\u65b9\u6cd5<\/strong>:<\/p>\n<ol>\n<li>\u696d\u52d9\u5f71\u97ff\u5206\u6790(BIA)\uff1a\u8b58\u5225\u95dc\u9375\u696d\u52d9\u6d41\u7a0b<\/li>\n<li>\u5931\u6548\u6a21\u5f0f\u8207\u5f71\u97ff\u5206\u6790(FMEA)\uff1a\u9810\u6e2c\u53ef\u80fd\u7684\u5931\u6548\u9ede<\/li>\n<li>\u95dc\u9375\u7e3e\u6548\u6307\u6a19(KPI)\u76e3\u6e2c<\/li>\n<li>\u5efa\u7acb\u696d\u52d9\u9023\u7e8c\u6027\u8a08\u5283(BCP)<\/li>\n<li>\u5be6\u65bd\u81ea\u52d5\u5316\u548c\u6578\u5b57\u5316\u8f49\u578b\u964d\u4f4e\u4eba\u70ba\u98a8\u96aa<\/li>\n<\/ol>\n<p><strong>\u5be6\u52d9\u6848\u4f8b<\/strong>: \u8c50\u7530\u6c7d\u8eca\u7684\u300c\u7cbe\u5be6\u751f\u7522\u300d\u7cfb\u7d71\u662f\u71df\u904b\u98a8\u96aa\u7ba1\u7406\u7684\u5178\u7bc4\uff0c\u900f\u904e\u300c\u53ca\u6642\u751f\u7522\u300d\u548c\u300c\u81ea\u50cd\u5316\u300d\u6e1b\u5c11\u5eab\u5b58\u98a8\u96aa\u548c\u751f\u7522\u7f3a\u9677\u30022011 \u5e74\u65e5\u672c\u6771\u5317\u5927\u5730\u9707\u5f8c\uff0c\u8c50\u7530\u8fc5\u901f\u555f\u52d5\u4f9b\u61c9\u93c8\u591a\u5143\u5316\u6230\u7565\uff0c\u5c07\u95dc\u9375\u96f6\u4ef6\u751f\u7522\u5206\u6563\u81f3\u4e0d\u540c\u5730\u5340\uff0c\u4e26\u5efa\u7acb\u5168\u7403\u4f9b\u61c9\u93c8\u98a8\u96aa\u76e3\u63a7\u7cfb\u7d71\u3002\u6839\u64da\u300a\u54c8\u4f5b\u5546\u696d\u8a55\u8ad6\u300b\u5831\u5c0e\uff0c\u9019\u4f7f\u8c50\u7530\u5728\u5f8c\u7e8c\u4f9b\u61c9\u93c8\u5371\u6a5f\u4e2d\u7684\u5fa9\u539f\u901f\u5ea6\u6bd4\u7af6\u722d\u5c0d\u624b\u5feb\u7d04 60%\u3002<\/p>\n<h3 id=\"-19\">\u6cd5\u898f\u9075\u5faa\u98a8\u96aa<\/h3>\n<p>\u6cd5\u898f\u9075\u5faa\u98a8\u96aa\u4f86\u81ea\u65bc\u4f01\u696d\u672a\u80fd\u7b26\u5408\u9069\u7528\u6cd5\u5f8b\u6cd5\u898f\u800c\u53ef\u80fd\u906d\u53d7\u7684\u6cd5\u5f8b\u5236\u88c1\u3001\u8ca1\u52d9\u640d\u5931\u6216\u8072\u8b7d\u640d\u5bb3\u3002\u96a8\u8457\u5168\u7403\u6cd5\u898f\u74b0\u5883\u65e5\u76ca\u8907\u96dc\uff0c\u6b64\u985e\u98a8\u96aa\u7ba1\u7406\u8b8a\u5f97\u5c24\u70ba\u91cd\u8981\u3002<\/p>\n<p><strong>\u6cd5\u898f\u9075\u5faa\u98a8\u96aa\u6210\u56e0<\/strong>:<\/p>\n<ul>\n<li>\u6cd5\u898f\u7406\u89e3\u4e0d\u8db3\u6216\u8aa4\u89e3<\/li>\n<li>\u8de8\u570b\u7d93\u71df\u9762\u81e8\u591a\u91cd\u6cd5\u898f\u6311\u6230<\/li>\n<li>\u5167\u90e8\u63a7\u5236\u7cfb\u7d71\u4e0d\u5065\u5168<\/li>\n<li>\u54e1\u5de5\u5408\u898f\u610f\u8b58\u8584\u5f31<\/li>\n<li>\u6cd5\u898f\u8b8a\u52d5\u8ffd\u8e64\u4e0d\u53ca\u6642<\/li>\n<\/ul>\n<p><strong>\u6709\u6548\u7684\u6cd5\u898f\u9075\u5faa\u9632\u63a7\u63aa\u65bd<\/strong>:<\/p>\n<ol>\n<li>\u5efa\u7acb\u5065\u5168\u7684\u5408\u898f\u7ba1\u7406\u6846\u67b6<\/li>\n<li>\u5b9a\u671f\u9032\u884c\u5408\u898f\u98a8\u96aa\u8a55\u4f30<\/li>\n<li>\u958b\u767c\u81ea\u52d5\u5316\u5408\u898f\u76e3\u63a7\u7cfb\u7d71<\/li>\n<li>\u5f37\u5316\u54e1\u5de5\u5408\u898f\u57f9\u8a13<\/li>\n<li>\u4e3b\u52d5\u8207\u76e3\u7ba1\u6a5f\u69cb\u4fdd\u6301\u6e9d\u901a<\/li>\n<\/ol>\n<p><strong>\u570b\u969b\u6848\u4f8b<\/strong>: 2019 \u5e74\uff0cFacebook \u56e0\u528d\u6a4b\u5206\u6790\u6578\u64da\u919c\u805e\u9055\u53cd\u7528\u6236\u96b1\u79c1\u4fdd\u8b77\u898f\u5b9a\uff0c\u88ab\u7f8e\u570b\u806f\u90a6\u8cbf\u6613\u59d4\u54e1\u6703(FTC)\u8655\u4ee5 50 \u5104\u7f8e\u5143\u7f70\u6b3e\uff0c\u5275\u4e0b\u4f01\u696d\u96b1\u79c1\u9055\u898f\u7f70\u6b3e\u7d00\u9304\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u5fae\u8edf\u8fd1\u5e74\u6295\u5165\u5927\u91cf\u8cc7\u6e90\u5efa\u7acb\u5168\u7403\u5408\u898f\u4e2d\u5fc3\uff0c\u91dd\u5c0d GDPR\u3001CCPA \u7b49\u95dc\u9375\u6578\u64da\u4fdd\u8b77\u6cd5\u898f\u958b\u767c\u81ea\u52d5\u5408\u898f\u5de5\u5177\uff0c\u4e0d\u50c5\u907f\u514d\u4e86\u91cd\u5927\u5408\u898f\u98a8\u96aa\uff0c\u9084\u5c07\u5408\u898f\u80fd\u529b\u8f49\u5316\u70ba\u7522\u54c1\u8ce3\u9ede\uff0c\u5354\u52a9\u5ba2\u6236\u6eff\u8db3\u6cd5\u898f\u8981\u6c42\u3002<\/p>\n<h3 id=\"-20\">\u8072\u8b7d\u98a8\u96aa\u7ba1\u7406<\/h3>\n<p>\u8072\u8b7d\u98a8\u96aa\u95dc\u4fc2\u5230\u4f01\u696d\u5f62\u8c61\u548c\u5229\u5bb3\u95dc\u4fc2\u4eba\u5c0d\u4f01\u696d\u7684\u4fe1\u4efb\u5ea6\uff0c\u5728\u793e\u7fa4\u5a92\u9ad4\u6642\u4ee3\u5c24\u70ba\u91cd\u8981\u3002\u8072\u8b7d\u4e00\u65e6\u53d7\u640d\uff0c\u53ef\u80fd\u5c0e\u81f4\u5ba2\u6236\u6d41\u5931\u3001\u4eba\u624d\u5916\u6d41\u548c\u80a1\u50f9\u4e0b\u8dcc\uff0c\u5f71\u97ff\u6df1\u9060\u4e14\u4fee\u5fa9\u6210\u672c\u9ad8\u6602\u3002<\/p>\n<p><strong>\u8072\u8b7d\u98a8\u96aa\u4e3b\u8981\u6210\u56e0<\/strong>:<\/p>\n<ul>\n<li>\u7522\u54c1\u5b89\u5168\u6216\u54c1\u8cea\u554f\u984c<\/li>\n<li>\u54e1\u5de5\u4e0d\u7576\u884c\u70ba<\/li>\n<li>\u8cc7\u5b89\u4e8b\u4ef6\u6216\u6578\u64da\u6d29\u9732<\/li>\n<li>\u793e\u6703\u8cac\u4efb\u6216\u74b0\u4fdd\u8b70\u984c\u8655\u7406\u4e0d\u7576<\/li>\n<li>\u5a92\u9ad4\u8ca0\u9762\u5831\u5c0e\u6216\u793e\u7fa4\u5a92\u9ad4\u5371\u6a5f<\/li>\n<\/ul>\n<p><strong>\u8072\u8b7d\u98a8\u96aa\u7ba1\u7406\u6d41\u7a0b<\/strong>:<\/p>\n<ol>\n<li>\u5efa\u7acb\u8072\u8b7d\u98a8\u96aa\u65e9\u671f\u9810\u8b66\u6a5f\u5236<\/li>\n<li>\u958b\u767c\u5371\u6a5f\u6e9d\u901a\u6a19\u6e96\u4f5c\u696d\u6d41\u7a0b<\/li>\n<li>\u5b9a\u671f\u9032\u884c\u5a92\u9ad4\u60c5\u611f\u5206\u6790<\/li>\n<li>\u5f37\u5316\u4f01\u696d\u793e\u6703\u8cac\u4efb\u8868\u73fe<\/li>\n<li>\u900f\u660e\u4e14\u8aa0\u5be6\u7684\u5371\u6a5f\u8655\u7406\u614b\u5ea6<\/li>\n<\/ol>\n<p><strong>\u5be6\u969b\u6848\u4f8b<\/strong>: 2023 \u5e74\uff0c\u661f\u5df4\u514b\u53f0\u7063\u5206\u5e97\u56e0\u4e00\u540d\u54e1\u5de5\u4f7f\u7528\u904e\u671f\u98df\u6750\u88fd\u4f5c\u98f2\u54c1\u7684\u5f71\u7247\u5728\u7db2\u8def\u760b\u50b3\uff0c\u9020\u6210\u56b4\u91cd\u8072\u8b7d\u5371\u6a5f\u3002\u661f\u5df4\u514b\u8fc5\u901f\u63a1\u53d6\u4e86\u4e00\u7cfb\u5217\u88dc\u6551\u63aa\u65bd\uff1a24 \u5c0f\u6642\u5167\u767c\u5e03\u516c\u958b\u9053\u6b49\u8072\u660e\u3001\u7acb\u5373\u66ab\u505c\u6d89\u4e8b\u9580\u5e02\u71df\u696d\u9032\u884c\u5fb9\u5e95\u6e05\u67e5\u3001\u5168\u9762\u555f\u52d5\u5168\u53f0\u9580\u5e02\u98df\u5b89\u6aa2\u67e5\uff0c\u4e26\u900f\u904e\u793e\u7fa4\u5a92\u9ad4\u6301\u7e8c\u8207\u6d88\u8cbb\u8005\u6e9d\u901a\u6574\u6539\u9032\u5ea6\u3002\u6839\u64da\u300a\u7d93\u6fdf\u65e5\u5831\u300b\u5831\u5c0e\uff0c\u661f\u5df4\u514b\u900f\u904e\u5feb\u901f\u53cd\u61c9\u548c\u900f\u660e\u6e9d\u901a\uff0c\u5728\u4e09\u500b\u6708\u5167\u6062\u5fa9\u4e86\u7d04 85% \u7684\u6d88\u8cbb\u8005\u4fe1\u4efb\u5ea6\uff0c\u986f\u793a\u6709\u6548\u7684\u8072\u8b7d\u98a8\u96aa\u7ba1\u7406\u80fd\u529b\u3002<\/p>\n<p>\u98a8\u96aa\u7ba1\u7406\u662f\u4f01\u696d\u6210\u529f\u7684\u95dc\u9375\u56e0\u7d20\uff0c\u800c\u9019\u4e94\u5927\u98a8\u96aa\u985e\u578b\u7684\u6709\u6548\u7ba1\u7406\u9700\u8981\u6574\u5408\u6027\u601d\u7dad\u548c\u6301\u7e8c\u6f14\u9032\u7684\u65b9\u6cd5\u3002\u4f01\u696d\u9818\u5c0e\u8005\u61c9\u5c07\u98a8\u96aa\u7ba1\u7406\u8996\u70ba\u6230\u7565\u512a\u52e2\u7684\u4f86\u6e90\uff0c\u800c\u975e\u50c5\u662f\u5408\u898f\u8ca0\u64d4\u3002<\/p>\n<h2 id=\"-21\">\u98a8\u96aa\u7ba1\u7406\u5de5\u5177\u8207\u6280\u8853<\/h2>\n<p>\u73fe\u4ee3\u4f01\u696d\u9762\u81e8\u8907\u96dc\u591a\u8b8a\u7684\u98a8\u96aa\u74b0\u5883\uff0c\u9700\u8981\u7cfb\u7d71\u5316\u7684\u5de5\u5177\u8207\u6280\u8853\u4f86\u8b58\u5225\u3001\u8a55\u4f30\u53ca\u7de9\u89e3\u5404\u985e\u98a8\u96aa\u3002\u4ee5\u4e0b\u5c07\u4ecb\u7d39\u56db\u7a2e\u4e3b\u8981\u98a8\u96aa\u7ba1\u7406\u65b9\u6cd5\uff0c\u5f9e\u57fa\u790e\u7684\u98a8\u96aa\u77e9\u9663\u5230\u5148\u9032\u7684\u5206\u6790\u6280\u8853\uff0c\u5354\u52a9\u7d44\u7e54\u5728\u4e0d\u78ba\u5b9a\u6027\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u6c7a\u7b56\u3002<\/p>\n<h3 id=\"-22\">\u98a8\u96aa\u77e9\u9663\u8207\u71b1\u5716<\/h3>\n<p>\u98a8\u96aa\u77e9\u9663\u662f\u4e00\u7a2e\u8996\u89ba\u5316\u5de5\u5177\uff0c\u901a\u904e\u8a55\u4f30\u98a8\u96aa\u767c\u751f\u7684\u53ef\u80fd\u6027\u548c\u6f5b\u5728\u5f71\u97ff\u4f86\u6392\u5e8f\u98a8\u96aa\u512a\u5148\u7d1a\u3002\u9019\u7a2e\u4e8c\u7dad\u6846\u67b6\u5354\u52a9\u7ba1\u7406\u8005\u76f4\u89c0\u7406\u89e3\u7d44\u7e54\u9762\u81e8\u7684\u98a8\u96aa\u5206\u5e03\u3002<\/p>\n<p><strong>\u98a8\u96aa\u77e9\u9663\u7684\u64cd\u4f5c\u6b65\u9a5f<\/strong>:<\/p>\n<ul>\n<li>\u8b58\u5225\u6f5b\u5728\u98a8\u96aa\u4e8b\u4ef6<\/li>\n<li>\u8a55\u4f30\u6bcf\u500b\u98a8\u96aa\u7684\u767c\u751f\u6982\u7387\uff08\u901a\u5e38\u4f7f\u75281-5\u62161-10\u7684\u7b49\u7d1a\uff09<\/li>\n<li>\u8a55\u4f30\u6bcf\u500b\u98a8\u96aa\u7684\u6f5b\u5728\u5f71\u97ff\u7a0b\u5ea6<\/li>\n<li>\u5c07\u98a8\u96aa\u653e\u7f6e\u5728\u77e9\u9663\u4e2d\u9069\u7576\u4f4d\u7f6e<\/li>\n<li>\u4f7f\u7528\u984f\u8272\u7de8\u78bc\uff08\u901a\u5e38\u7d05\u8272\u8868\u793a\u9ad8\u98a8\u96aa\uff0c\u9ec3\u8272\u8868\u793a\u4e2d\u7b49\u98a8\u96aa\uff0c\u7da0\u8272\u8868\u793a\u4f4e\u98a8\u96aa\uff09<\/li>\n<\/ul>\n<p>\u98a8\u96aa\u71b1\u5716\u5247\u9032\u4e00\u6b65\u5f37\u5316\u8996\u89ba\u6548\u679c\uff0c\u4f7f\u7528\u984f\u8272\u6df1\u6dfa\u6216\u71b1\u5ea6\u5716\u5448\u73fe\u98a8\u96aa\u96c6\u4e2d\u5340\u57df\u3002\u4f8b\u5982\uff0c\u901a\u7528\u96fb\u6c23(GE)\u6210\u529f\u4f7f\u7528\u98a8\u96aa\u71b1\u5716\u8b58\u5225\u4e86\u4f9b\u61c9\u93c8\u4e2d\u7684\u95dc\u9375\u5f31\u9ede\uff0c\u57282011\u5e74\u65e5\u672c\u5730\u9707\u5f8c\u8fc5\u901f\u8abf\u6574\u7b56\u7565\uff0c\u964d\u4f4e\u4e86\u71df\u904b\u4e2d\u65b7\u98a8\u96aa\u905440%\u3002<\/p>\n<p><strong>\u5be6\u65bd\u5efa\u8b70<\/strong>:<\/p>\n<ul>\n<li>\u5b9a\u671f\u66f4\u65b0\u98a8\u96aa\u8a55\u4f30\uff08\u81f3\u5c11\u6bcf\u5b63\u4e00\u6b21\uff09<\/li>\n<li>\u9080\u8acb\u8de8\u90e8\u9580\u53c3\u8207\uff0c\u78ba\u4fdd\u5168\u9762\u8996\u89d2<\/li>\n<li>\u7d50\u5408\u5b9a\u6027\u548c\u5b9a\u91cf\u6578\u64da\u63d0\u9ad8\u6e96\u78ba\u6027<\/li>\n<li>\u4f7f\u7528\u6a19\u6e96\u5316\u8a55\u5206\u7cfb\u7d71\u78ba\u4fdd\u4e00\u81f4\u6027<\/li>\n<\/ul>\n<h3 id=\"-23\">\u60c5\u5883\u5206\u6790\u8207\u58d3\u529b\u6e2c\u8a66<\/h3>\n<p>\u60c5\u5883\u5206\u6790\u8207\u58d3\u529b\u6e2c\u8a66\u662f\u9810\u6e2c\u6027\u98a8\u96aa\u7ba1\u7406\u5de5\u5177\uff0c\u901a\u904e\u6a21\u64ec\u6975\u7aef\u4f46\u53ef\u80fd\u7684\u4e8b\u4ef6\uff0c\u8a55\u4f30\u7d44\u7e54\u627f\u53d7\u80fd\u529b\u4e26\u5236\u5b9a\u61c9\u5c0d\u7b56\u7565\u3002<\/p>\n<p><strong>\u61c9\u7528\u6d41\u7a0b<\/strong>:<\/p>\n<ol>\n<li>\u78ba\u5b9a\u95dc\u9375\u98a8\u96aa\u56e0\u7d20\u8207\u53c3\u6578<\/li>\n<li>\u8a2d\u8a08\u591a\u7a2e\u60c5\u5883\uff08\u57fa\u6e96\u3001\u60b2\u89c0\u3001\u6975\u7aef\uff09<\/li>\n<li>\u904b\u884c\u6a21\u578b\u8a55\u4f30\u5404\u60c5\u5883\u5f71\u97ff<\/li>\n<li>\u5206\u6790\u7d50\u679c\u8207\u5236\u5b9a\u61c9\u5c0d\u63aa\u65bd<\/li>\n<li>\u5b9a\u671f\u66f4\u65b0\u6a21\u578b\u8207\u60c5\u5883\u8a2d\u5b9a<\/li>\n<\/ol>\n<p><strong>\u7522\u696d\u61c9\u7528\u5be6\u4f8b<\/strong>:<\/p>\n<ul>\n<li><strong>\u91d1\u878d\u696d<\/strong>: \u7f8e\u570b\u806f\u90a6\u5132\u5099\u5c40\u7684\u5e74\u5ea6CCAR\uff08\u7d9c\u5408\u8cc7\u672c\u5206\u6790\u8207\u5be9\u67e5\uff09\u8981\u6c42\u5927\u578b\u9280\u884c\u9032\u884c\u58d3\u529b\u6e2c\u8a66\uff0c\u6469\u6839\u5927\u901a\u901a\u904e\u9019\u4e00\u6e2c\u8a66\u767c\u73fe\u4e26\u5f37\u5316\u4e86\u5176\u6d41\u52d5\u6027\u98a8\u96aa\u7ba1\u7406\uff0c\u57282020\u5e74\u75ab\u60c5\u671f\u9593\u4fdd\u6301\u4e86\u5065\u5eb7\u7684\u8cc7\u672c\u6c34\u5e73\u3002<\/li>\n<li><strong>\u91ab\u7642\u696d<\/strong>: \u6885\u5967\u8a3a\u6240(Mayo Clinic)\u4f7f\u7528\u60c5\u5883\u5206\u6790\u9810\u6e2c\u6025\u8a3a\u79d1\u9700\u6c42\u6ce2\u52d5\uff0c\u512a\u5316\u4eba\u529b\u8cc7\u6e90\u5206\u914d\uff0c\u5c07\u7b49\u5f85\u6642\u9593\u6e1b\u5c1115%\u3002<\/li>\n<li><strong>\u88fd\u9020\u696d<\/strong>: \u8c50\u7530\u6c7d\u8eca\u901a\u904e\u4f9b\u61c9\u93c8\u58d3\u529b\u6e2c\u8a66\u8b58\u5225\u95dc\u9375\u96f6\u90e8\u4ef6\u4f9b\u61c9\u98a8\u96aa\uff0c\u5efa\u7acb\u591a\u6e90\u4f9b\u61c9\u7b56\u7565\uff0c\u57282021\u5e74\u534a\u5c0e\u9ad4\u77ed\u7f3a\u5371\u6a5f\u4e2d\u6bd4\u7af6\u722d\u5c0d\u624b\u53d7\u5230\u66f4\u5c0f\u5f71\u97ff\u3002<\/li>\n<\/ul>\n<p><strong>\u5be6\u65bd\u512a\u52e2<\/strong>:<\/p>\n<ul>\n<li>\u63d0\u524d\u767c\u73fe\u6f5b\u5728\u98a8\u96aa<\/li>\n<li>\u6e2c\u8a66\u73fe\u6709\u98a8\u96aa\u63a7\u5236\u6709\u6548\u6027<\/li>\n<li>\u4fc3\u9032\u66f4\u5177\u5f48\u6027\u7684\u696d\u52d9\u8a08\u5283<\/li>\n<li>\u6eff\u8db3\u76e3\u7ba1\u5408\u898f\u8981\u6c42<\/li>\n<\/ul>\n<h3 id=\"-24\">\u98a8\u96aa\u7ba1\u7406\u8cc7\u8a0a\u7cfb\u7d71<\/h3>\n<p>\u98a8\u96aa\u7ba1\u7406\u8cc7\u8a0a\u7cfb\u7d71(RMIS)\u662f\u96c6\u4e2d\u7ba1\u7406\u7d44\u7e54\u98a8\u96aa\u6578\u64da\u3001\u5206\u6790\u548c\u5831\u544a\u7684\u5c08\u696d\u8edf\u4ef6\u5e73\u53f0\uff0c\u80fd\u986f\u8457\u63d0\u5347\u98a8\u96aa\u7ba1\u7406\u6548\u7387\u8207\u4e00\u81f4\u6027\u3002<\/p>\n<p><strong>\u6838\u5fc3\u529f\u80fd<\/strong>:<\/p>\n<ul>\n<li>\u98a8\u96aa\u4e8b\u4ef6\u8a18\u9304\u8207\u8ddf\u8e2a<\/li>\n<li>\u640d\u5931\u6578\u64da\u7ba1\u7406\u8207\u5206\u6790<\/li>\n<li>\u5408\u898f\u7ba1\u7406\u8207\u5be9\u8a08\u8ddf\u8e2a<\/li>\n<li>\u95dc\u9375\u98a8\u96aa\u6307\u6a19(KRI)\u76e3\u63a7<\/li>\n<li>\u81ea\u52d5\u5316\u5831\u544a\u8207\u5100\u8868\u677f<\/li>\n<li>\u98a8\u96aa\u63a7\u5236\u63aa\u65bd\u8ffd\u8e2a<\/li>\n<\/ul>\n<p><strong>\u5c0e\u5165RMIS\u6b65\u9a5f<\/strong>:<\/p>\n<ol>\n<li>\u8a55\u4f30\u7d44\u7e54\u9700\u6c42\u8207\u73fe\u6709\u6d41\u7a0b<\/li>\n<li>\u9078\u64c7\u9069\u5408\u7684\u7cfb\u7d71\uff08\u8003\u616e\u64f4\u5c55\u6027\u3001\u6574\u5408\u80fd\u529b\u8207\u7528\u6236\u53cb\u597d\u5ea6\uff09<\/li>\n<li>\u5236\u5b9a\u6578\u64da\u9077\u79fb\u8207\u6574\u5408\u8a08\u5283<\/li>\n<li>\u9032\u884c\u7cfb\u7d71\u914d\u7f6e\u8207\u81ea\u5b9a\u7fa9<\/li>\n<li>\u9032\u884c\u5168\u9762\u54e1\u5de5\u57f9\u8a13<\/li>\n<li>\u5236\u5b9a\u6301\u7e8c\u6539\u9032\u8a08\u5283<\/li>\n<\/ol>\n<p><strong>\u6210\u529f\u6848\u4f8b<\/strong>:<br \/>\n\u8377\u862d\u5168\u7403\u4fdd\u96aa\u5de8\u982dING\u96c6\u5718\u901a\u904e\u5be6\u65bdIBM OpenPages RMIS\uff0c\u5be6\u73fe\u4e86\u98a8\u96aa\u7ba1\u7406\u6d41\u7a0b\u6a19\u6e96\u5316\uff0c\u5c07\u98a8\u96aa\u5831\u544a\u7de8\u5236\u6642\u9593\u7e2e\u77ed\u4e8660%\uff0c\u540c\u6642\u63d0\u9ad8\u4e86\u8de8\u90e8\u9580\u5354\u4f5c\u6548\u7387\u3002\u8a72\u7cfb\u7d71\u57282019\u5e74\u6b50\u6d32\u58d3\u529b\u6e2c\u8a66\u4e2d\u70baING\u63d0\u4f9b\u4e86\u95dc\u9375\u652f\u6301\uff0c\u4f7f\u5176\u80fd\u5920\u5feb\u901f\u97ff\u61c9\u76e3\u7ba1\u8981\u6c42\u3002<\/p>\n<p><strong>\u5be6\u65bd\u6548\u76ca<\/strong>:<\/p>\n<ul>\n<li>\u7bc0\u7701\u6642\u9593\uff1a\u81ea\u52d5\u5316\u6578\u64da\u6536\u96c6\u8207\u5831\u544a\u751f\u6210<\/li>\n<li>\u63d0\u9ad8\u900f\u660e\u5ea6\uff1a\u5168\u9762\u98a8\u96aa\u53ef\u8996\u5316<\/li>\n<li>\u6539\u5584\u5354\u4f5c\uff1a\u8de8\u90e8\u9580\u6578\u64da\u5171\u4eab<\/li>\n<li>\u589e\u5f37\u6c7a\u7b56\uff1a\u6578\u64da\u9a45\u52d5\u7684\u98a8\u96aa\u5206\u6790<\/li>\n<\/ul>\n<h3 id=\"-25\">\u5148\u9032\u5206\u6790\u5728\u98a8\u96aa\u7ba1\u7406\u7684\u61c9\u7528<\/h3>\n<p>\u4eba\u5de5\u667a\u80fd\u548c\u6a5f\u5668\u5b78\u7fd2\u6280\u8853\u6b63\u5728\u5fb9\u5e95\u6539\u8b8a\u98a8\u96aa\u7ba1\u7406\u5be6\u8e10\uff0c\u901a\u904e\u5206\u6790\u6d77\u91cf\u6578\u64da\u8b58\u5225\u96b1\u85cf\u6a21\u5f0f\u4e26\u63d0\u4f9b\u9810\u6e2c\u6027\u6d1e\u5bdf\u3002<\/p>\n<p><strong>\u4e3b\u8981\u6280\u8853\u61c9\u7528<\/strong>:<\/p>\n<ul>\n<li><strong>\u9810\u6e2c\u6027\u5206\u6790<\/strong>: \u4f7f\u7528\u6b77\u53f2\u6578\u64da\u6a21\u5f0f\u9810\u6e2c\u672a\u4f86\u98a8\u96aa\u4e8b\u4ef6<\/li>\n<li><strong>\u81ea\u7136\u8a9e\u8a00\u8655\u7406(NLP)<\/strong>: \u5206\u6790\u975e\u7d50\u69cb\u5316\u6578\u64da\u5982\u65b0\u805e\u3001\u793e\u4ea4\u5a92\u9ad4\u8a55\u8ad6\u8b58\u5225\u8072\u8b7d\u98a8\u96aa<\/li>\n<li><strong>\u6a5f\u5668\u5b78\u7fd2\u7b97\u6cd5<\/strong>: \u5efa\u7acb\u66f4\u7cbe\u78ba\u7684\u98a8\u96aa\u8a55\u5206\u6a21\u578b<\/li>\n<li><strong>\u7570\u5e38\u6aa2\u6e2c<\/strong>: \u8b58\u5225\u53ef\u80fd\u8868\u793a\u6b3a\u8a50\u6216\u5b89\u5168\u6f0f\u6d1e\u7684\u7570\u5e38\u6a21\u5f0f<\/li>\n<\/ul>\n<p><strong>\u8207\u50b3\u7d71\u65b9\u6cd5\u5c0d\u6bd4<\/strong>:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u65b9\u9762<\/th>\n<th>\u50b3\u7d71\u98a8\u96aa\u5206\u6790<\/th>\n<th>\u5148\u9032\u5206\u6790<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6578\u64da\u7bc4\u570d<\/td>\n<td>\u6709\u9650\u3001\u7d50\u69cb\u5316\u6578\u64da<\/td>\n<td>\u5927\u91cf\u7d50\u69cb\u5316\u8207\u975e\u7d50\u69cb\u5316\u6578\u64da<\/td>\n<\/tr>\n<tr>\n<td>\u5206\u6790\u901f\u5ea6<\/td>\n<td>\u8f03\u6162\u3001\u901a\u5e38\u662f\u9031\u671f\u6027<\/td>\n<td>\u5be6\u6642\u6216\u8fd1\u5be6\u6642<\/td>\n<\/tr>\n<tr>\n<td>\u9810\u6e2c\u80fd\u529b<\/td>\n<td>\u4e3b\u8981\u57fa\u65bc\u6b77\u53f2\u8da8\u52e2<\/td>\n<td>\u53ef\u8b58\u5225\u65b0\u8208\u98a8\u96aa\u6a21\u5f0f<\/td>\n<\/tr>\n<tr>\n<td>\u8655\u7406\u8907\u96dc\u6027<\/td>\n<td>\u6709\u9650<\/td>\n<td>\u53ef\u8655\u7406\u9ad8\u7dad\u6578\u64da\u8207\u8907\u96dc\u95dc\u4fc2<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5be6\u969b\u61c9\u7528\u6848\u4f8b<\/strong>:<br \/>\n\u9ad8\u76db\u901a\u904e\u5176\u81ea\u7814\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7d71\u5206\u6790\u4ea4\u6613\u6578\u64da\uff0c\u80fd\u5920\u5728\u50b3\u7d71\u65b9\u6cd5\u9700\u898140\u5206\u9418\u7684\u60c5\u6cc1\u4e0b\uff0c\u5c07\u53ef\u7591\u4ea4\u6613\u6aa2\u6e2c\u6642\u9593\u7e2e\u77ed\u81f3\u50c5\u97001\u5206\u9418\uff0c\u540c\u6642\u5c07\u8aa4\u5831\u7387\u964d\u4f4e\u4e8625%\u3002\u9019\u9805\u6280\u8853\u57282022\u5e74\u5df2\u7d93\u70ba\u9ad8\u76db\u963b\u6b62\u4e86\u8d85\u904e15\u5104\u7f8e\u5143\u7684\u6f5b\u5728\u6b3a\u8a50\u4ea4\u6613\u3002<\/p>\n<p><strong>\u5be6\u65bd\u6311\u6230\u8207\u5efa\u8b70<\/strong>:<\/p>\n<ul>\n<li><strong>\u6578\u64da\u8cea\u91cf\u554f\u984c<\/strong>: \u5efa\u7acb\u56b4\u683c\u7684\u6578\u64da\u6cbb\u7406\u6846\u67b6<\/li>\n<li><strong>\u89e3\u91cb\u6027\u6311\u6230<\/strong>: \u4f7f\u7528\u53ef\u89e3\u91cbAI\u5de5\u5177\uff08\u5982LIME\u6216SHAP\uff09<\/li>\n<li><strong>\u6280\u80fd\u5dee\u8ddd<\/strong>: \u6295\u8cc7\u54e1\u5de5\u57f9\u8a13\u6216\u8003\u616e\u8207\u5c08\u696d\u670d\u52d9\u63d0\u4f9b\u5546\u5408\u4f5c<\/li>\n<li><strong>\u904e\u5ea6\u4f9d\u8cf4<\/strong>: \u5c07AI\u8996\u70ba\u8f14\u52a9\u5de5\u5177\uff0c\u4fdd\u6301\u4eba\u5de5\u76e3\u7763\u8207\u5224\u65b7<\/li>\n<\/ul>\n<p>\u5148\u9032\u5206\u6790\u6700\u4f73\u5be6\u8e10\u662f\u5c07\u6280\u8853\u80fd\u529b\u8207\u9818\u57df\u5c08\u696d\u77e5\u8b58\u7d50\u5408\uff0c\u800c\u975e\u5b8c\u5168\u4f9d\u8cf4\u7b97\u6cd5\uff0c\u78ba\u4fdd\u98a8\u96aa\u7ba1\u7406\u6c7a\u7b56\u65e2\u6709\u6578\u64da\u652f\u6301\u53c8\u7b26\u5408\u696d\u52d9\u5be6\u969b\u60c5\u6cc1\u3002<\/p>\n<h2 id=\"-26\">\u5be6\u65bd\u98a8\u96aa\u7ba1\u7406\u7684\u95dc\u9375\u6210\u529f\u56e0\u7d20<\/h2>\n<p>\u98a8\u96aa\u7ba1\u7406\u6210\u529f\u5be6\u65bd\u9700\u8981\u591a\u65b9\u9762\u7684\u914d\u5408\uff0c\u975e\u55ae\u4e00\u90e8\u9580\u6216\u77ed\u671f\u884c\u52d5\u53ef\u9054\u6210\u3002\u4ee5\u4e0b\u63a2\u8a0e\u4f01\u696d\u63a8\u52d5\u98a8\u96aa\u7ba1\u7406\u7684\u95dc\u9375\u6210\u529f\u56e0\u7d20\uff0c\u5f9e\u9ad8\u5c64\u652f\u6301\u5230\u5236\u5ea6\u5faa\u74b0\uff0c\u70ba\u7d44\u7e54\u5efa\u7acb\u5168\u9762\u6027\u7684\u98a8\u96aa\u9632\u8b77\u7db2\u3002<\/p>\n<h3 id=\"-27\">\u9ad8\u5c64\u652f\u6301\u8207\u8cc7\u6e90\u914d\u7f6e<\/h3>\n<p>\u9ad8\u5c64\u7ba1\u7406\u8005\u7684\u652f\u6301\u662f\u98a8\u96aa\u7ba1\u7406\u6210\u529f\u7684\u9996\u8981\u689d\u4ef6\u3002\u7814\u7a76\u986f\u793a\uff0c\u6709\u9ad8\u5c64\u7a4d\u6975\u53c3\u8207\u7684\u98a8\u96aa\u7ba1\u7406\u8a08\u756b\u6210\u529f\u7387\u6bd4\u7121\u9ad8\u5c64\u652f\u6301\u7684\u9ad8\u51fa65%\u3002<\/p>\n<p><strong>\u9ad8\u5c64\u652f\u6301\u7684\u5177\u9ad4\u8868\u73fe<\/strong>:<\/p>\n<ul>\n<li>\u660e\u78ba\u5c07\u98a8\u96aa\u7ba1\u7406\u7d0d\u5165\u516c\u53f8\u7b56\u7565\u8b70\u7a0b<\/li>\n<li>\u89aa\u81ea\u53c3\u8207\u98a8\u96aa\u59d4\u54e1\u6703\u6703\u8b70\u8207\u91cd\u5927\u6c7a\u7b56<\/li>\n<li>\u78ba\u4fdd\u8db3\u5920\u9810\u7b97\u5206\u914d\u7528\u65bc\u98a8\u96aa\u7ba1\u7406\u7cfb\u7d71\u5efa\u7f6e<\/li>\n<\/ul>\n<p>\u9ea5\u80af\u932b\u8abf\u67e5\u6307\u51fa\uff0c92%\u7684\u6210\u529f\u98a8\u96aa\u7ba1\u7406\u6848\u4f8b\u90fd\u6709CEO\u76f4\u63a5\u53c3\u8207\u548c\u652f\u6301\u3002\u4ee5\u5948\u67ef(Nike)\u70ba\u4f8b\uff0c\u5176CEO\u76f4\u63a5\u9818\u5c0e\u4f01\u696d\u98a8\u96aa\u59d4\u54e1\u6703\uff0c\u4e26\u5c07\u98a8\u96aa\u8a55\u4f30\u7d0d\u5165\u5b63\u5ea6\u696d\u52d9\u5be9\u67e5\uff0c\u4f7f\u516c\u53f8\u5728\u4f9b\u61c9\u93c8\u5371\u6a5f\u4e2d\u8fc5\u901f\u8abf\u6574\u7b56\u7565\uff0c\u6bd4\u540c\u696d\u63d0\u524d6\u500b\u6708\u6062\u5fa9\u6b63\u5e38\u71df\u904b\u3002<\/p>\n<p>\u6210\u529f\u4f01\u696d\u901a\u5e38\u5c07\u5e74\u5ea6\u9810\u7b97\u76840.5%-1.5%\u6295\u5165\u98a8\u96aa\u7ba1\u7406\u7cfb\u7d71\uff0c\u4e26\u78ba\u4fdd\u914d\u7f6e\u5c08\u8077\u4eba\u54e1\u3002\u5fb7\u52e4(Deloitte)2023\u5e74\u5831\u544a\u986f\u793a\uff0c\u8cc7\u6e90\u6295\u5165\u5145\u8db3\u7684\u4f01\u696d\u5728\u5371\u6a5f\u4e8b\u4ef6\u4e2d\u5e73\u5747\u640d\u5931\u6e1b\u5c1137%\u3002<\/p>\n<h3 id=\"-28\">\u8de8\u90e8\u9580\u5354\u4f5c\u6a5f\u5236<\/h3>\n<p>\u98a8\u96aa\u7ba1\u7406\u9700\u8981\u6253\u7834\u90e8\u9580\u9694\u95a1\uff0c\u5efa\u7acb\u5168\u4f01\u696d\u8996\u89d2\u3002\u55ae\u4e00\u90e8\u9580\u96e3\u4ee5\u5168\u9762\u8b58\u5225\u548c\u7ba1\u7406\u8de8\u9818\u57df\u98a8\u96aa\uff0c\u5c24\u5176\u5728\u6578\u4f4d\u8f49\u578b\u6642\u4ee3\uff0c\u98a8\u96aa\u5f80\u5f80\u8de8\u8d8a\u50b3\u7d71\u90e8\u9580\u754c\u9650\u3002<\/p>\n<p><strong>\u6709\u6548\u7684\u8de8\u90e8\u9580\u5354\u4f5c\u6a21\u5f0f<\/strong>:<\/p>\n<ul>\n<li>\u5efa\u7acb\u98a8\u96aa\u7ba1\u7406\u59d4\u54e1\u6703\uff0c\u6210\u54e1\u4f86\u81ea\u5404\u95dc\u9375\u90e8\u9580<\/li>\n<li>\u5be6\u65bd\u8de8\u90e8\u9580\u98a8\u96aa\u8cc7\u8a0a\u5171\u4eab\u5e73\u53f0<\/li>\n<li>\u5236\u5b9a\u660e\u78ba\u7684\u98a8\u96aa\u4e0a\u5831\u8207\u8655\u7406\u6d41\u7a0b<\/li>\n<li>\u9032\u884c\u8de8\u90e8\u9580\u98a8\u96aa\u6a21\u64ec\u6f14\u7df4<\/li>\n<\/ul>\n<p>IBM\u516c\u53f8\u5efa\u7acb\u4e86&#8221;\u98a8\u96aa\u5927\u4f7f&#8221;\u5236\u5ea6\uff0c\u5404\u90e8\u9580\u6307\u6d3e\u4ee3\u8868\u53c3\u8207\u5b63\u5ea6\u98a8\u96aa\u8a55\u4f30\u6703\u8b70\uff0c\u5be6\u73fe\u4e86\u8cc7\u8a0a\u5171\u4eab\u548c\u5354\u540c\u61c9\u5c0d\u3002\u7d71\u8a08\u986f\u793a\uff0c\u6b64\u6a5f\u5236\u5e6b\u52a9IBM\u6e1b\u5c11\u4e8635%\u7684\u7cfb\u7d71\u6027\u98a8\u96aa\u4e8b\u4ef6\u3002<\/p>\n<p>\u6a19\u6e96\u666e\u723e\u5168\u7403\u5e02\u5834\u60c5\u5831(S&amp;P Global Market Intelligence)\u7814\u7a76\u767c\u73fe\uff0c\u5177\u5099\u8de8\u90e8\u9580\u98a8\u96aa\u5354\u4f5c\u6a5f\u5236\u7684\u4f01\u696d\u6bd4\u7f3a\u4e4f\u6b64\u6a5f\u5236\u7684\u4f01\u696d\u5728\u5e02\u5834\u52d5\u76ea\u6642\u671f\u8868\u73fe\u9ad8\u51fa28%\u3002\u5354\u4f5c\u6a5f\u5236\u4f7f\u98a8\u96aa\u8b58\u5225\u66f4\u5168\u9762\uff0c\u61c9\u5c0d\u66f4\u8fc5\u901f\uff0c\u7279\u5225\u5728\u7db2\u7d61\u5b89\u5168\u3001\u4f9b\u61c9\u93c8\u4e2d\u65b7\u7b49\u8de8\u9818\u57df\u98a8\u96aa\u65b9\u9762\u6210\u6548\u986f\u8457\u3002<\/p>\n<h3 id=\"-29\">\u98a8\u96aa\u610f\u8b58\u57f9\u990a\u8207\u6559\u80b2<\/h3>\n<p>\u98a8\u96aa\u610f\u8b58\u662f\u7d44\u7e54\u98a8\u96aa\u9632\u79a6\u7684\u7b2c\u4e00\u9053\u9632\u7dda\u3002\u54e1\u5de5\u98a8\u96aa\u610f\u8b58\u4e0d\u8db3\u5f80\u5f80\u662f\u98a8\u96aa\u4e8b\u4ef6\u767c\u751f\u7684\u91cd\u8981\u539f\u56e0\uff0c\u7cfb\u7d71\u6027\u7684\u98a8\u96aa\u6559\u80b2\u53ef\u986f\u8457\u63d0\u5347\u7d44\u7e54\u97cc\u6027\u3002<\/p>\n<p><strong>\u6709\u6548\u7684\u98a8\u96aa\u6559\u80b2\u65b9\u6848<\/strong>:<\/p>\n<ul>\n<li>\u91dd\u5c0d\u4e0d\u540c\u5c64\u7d1a\u54e1\u5de5\u8a2d\u8a08\u5dee\u7570\u5316\u98a8\u96aa\u57f9\u8a13\u8ab2\u7a0b<\/li>\n<li>\u878d\u5165\u5be6\u969b\u6848\u4f8b\u8207\u60c5\u5883\u6a21\u64ec\uff0c\u63d0\u9ad8\u53c3\u8207\u611f<\/li>\n<li>\u5229\u7528\u6578\u4f4d\u5b78\u7fd2\u5e73\u53f0\u64f4\u5927\u57f9\u8a13\u8986\u84cb\u9762<\/li>\n<li>\u5b9a\u671f\u8209\u8fa6\u98a8\u96aa\u610f\u8b58\u7af6\u8cfd\u6216\u6e2c\u9a57<\/li>\n<\/ul>\n<p>\u666e\u83ef\u6c38\u9053(PwC)\u8abf\u67e5\u986f\u793a\uff0c\u5be6\u65bd\u5168\u9762\u98a8\u96aa\u57f9\u8a13\u7684\u4f01\u696d\u4eba\u70ba\u98a8\u96aa\u4e8b\u4ef6\u6e1b\u5c1147%\u3002\u745e\u9280\u96c6\u5718(UBS)\u7684\u6848\u4f8b\u5c24\u70ba\u986f\u8457\uff0c\u5176\u6bcf\u5b63\u9032\u884c\u7684\u98a8\u96aa\u57f9\u8a13\u8207\u6a21\u64ec\u6f14\u7df4\uff0c\u4f7f\u54e1\u5de5\u5c0d\u98a8\u96aa\u8b58\u5225\u7684\u6e96\u78ba\u7387\u63d0\u9ad8\u4e8663%\uff0c\u907f\u514d\u4e86\u591a\u8d77\u6f5b\u5728\u7684\u5408\u898f\u98a8\u96aa\u3002<\/p>\n<p>\u98a8\u96aa\u57f9\u8a13\u6295\u8cc7\u56de\u5831\u7387(ROI)\u901a\u5e38\u9ad8\u9054500%-700%\u3002\u5fae\u8edf(Microsoft)\u5728\u5be6\u65bd\u5168\u54e1\u98a8\u96aa\u610f\u8b58\u57f9\u8a13\u5f8c\uff0c\u6578\u64da\u6cc4\u9732\u4e8b\u4ef6\u4e0b\u964d\u4e8652%\uff0c\u9019\u4e9b\u57f9\u8a13\u5c08\u6ce8\u65bc\u5be6\u969b\u6848\u4f8b\u548c\u6bcf\u500b\u5d17\u4f4d\u53ef\u80fd\u9762\u81e8\u7684\u5177\u9ad4\u98a8\u96aa\uff0c\u6709\u6548\u63d0\u5347\u4e86\u54e1\u5de5\u7684\u98a8\u96aa\u654f\u611f\u5ea6\u3002<\/p>\n<h3 id=\"-30\">\u5b9a\u671f\u5be9\u67e5\u8207\u52d5\u614b\u8abf\u6574<\/h3>\n<p>\u98a8\u96aa\u74b0\u5883\u4e0d\u65b7\u8b8a\u5316\uff0c\u98a8\u96aa\u7ba1\u7406\u7cfb\u7d71\u5fc5\u9808\u4fdd\u6301\u9069\u61c9\u6027\u3002\u7f3a\u4e4f\u5b9a\u671f\u5be9\u67e5\u6a5f\u5236\u7684\u98a8\u96aa\u7ba1\u7406\u8a08\u5283\u5f80\u5f80\u57281-2\u5e74\u5f8c\u5931\u6548\u3002<\/p>\n<p><strong>\u9ad8\u6548\u5be9\u67e5\u8207\u8abf\u6574\u5efa\u8b70<\/strong>:<\/p>\n<ul>\n<li>\u5efa\u7acb\u5b63\u5ea6\u98a8\u96aa\u8a55\u4f30\u8207\u5e74\u5ea6\u6df1\u5ea6\u5be9\u67e5\u5236\u5ea6<\/li>\n<li>\u8a2d\u7f6e\u98a8\u96aa\u6307\u6a19\u5100\u8868\u677f(KRI)\u9032\u884c\u6301\u7e8c\u76e3\u63a7<\/li>\n<li>\u5f15\u5165\u5916\u90e8\u5c08\u5bb6\u5b9a\u671f\u8a55\u4f30\u98a8\u96aa\u7ba1\u7406\u6709\u6548\u6027<\/li>\n<li>\u5efa\u7acb\u98a8\u96aa\u7ba1\u7406\u6539\u9032\u53cd\u994b\u5faa\u74b0<\/li>\n<\/ul>\n<p>\u4e9e\u99ac\u905c(Amazon)\u63a1\u7528\u5b63\u5ea6\u98a8\u96aa\u56de\u9867\u6703\u8b70\uff0c\u6bcf\u5e74\u9032\u884c\u4e00\u6b21\u5168\u9762\u5be9\u8a08\uff0c\u9019\u4f7f\u5176\u80fd\u5920\u8fc5\u901f\u8abf\u6574\u7b56\u7565\u61c9\u5c0d\u65b0\u8208\u98a8\u96aa\u3002\u5728COVID-19\u5371\u6a5f\u4e2d\uff0c\u4e9e\u99ac\u905c\u56e0\u6709\u6548\u7684\u98a8\u96aa\u5be9\u67e5\u6a5f\u5236\uff0c\u5f97\u4ee5\u57288\u9031\u5167\u91cd\u65b0\u914d\u7f6e90%\u7684\u4f9b\u61c9\u93c8\uff0c\u6bd4\u7af6\u722d\u5c0d\u624b\u66f4\u5feb\u6062\u5fa9\u6b63\u5e38\u904b\u71df\u3002<\/p>\n<p>\u5b89\u6c38(EY)2023\u5e74\u7814\u7a76\u986f\u793a\uff0c\u5be6\u65bd\u5b9a\u671f\u98a8\u96aa\u5be9\u67e5\u6a5f\u5236\u7684\u4f01\u696d\u5e73\u5747\u53ef\u8b58\u5225\u51fa42%\u66f4\u591a\u7684\u6f5b\u5728\u98a8\u96aa\uff0c\u4e14\u98a8\u96aa\u61c9\u5c0d\u6642\u9593\u7e2e\u77ed57%\u3002\u52d5\u614b\u8abf\u6574\u4e0d\u50c5\u662f\u9632\u79a6\u6a5f\u5236\uff0c\u66f4\u80fd\u6210\u70ba\u7af6\u722d\u512a\u52e2\u4f86\u6e90 &#8211; \u57c3\u514b\u68ee\u7f8e\u5b5a(ExxonMobil)\u901a\u904e\u5b9a\u671f\u5be9\u67e5\u767c\u73fe\u5e02\u5834\u6a5f\u6703\uff0c\u8abf\u6574\u6230\u7565\u6295\u8cc7\uff0c\u5e36\u4f86\u4e86\u984d\u591615%\u7684\u6536\u5165\u589e\u9577\u3002<\/p>\n<h2 id=\"-31\">\u7d50\u8ad6<\/h2>\n<p>\u98a8\u96aa\u7ba1\u7406\u5df2\u6210\u70ba\u73fe\u4ee3\u7d44\u7e54\u4e0d\u53ef\u6216\u7f3a\u7684\u6838\u5fc3\u80fd\u529b\uff0c\u5b83\u4e0d\u50c5\u662f\u9632\u7bc4\u640d\u5931\u7684\u624b\u6bb5\uff0c\u66f4\u662f\u5275\u9020\u50f9\u503c\u7684\u6230\u7565\u5de5\u5177\u3002\u5f9e\u57fa\u672c\u6982\u5ff5\u5230\u5177\u9ad4\u5be6\u65bd\uff0c\u6210\u529f\u7684\u98a8\u96aa\u7ba1\u7406\u9700\u8981\u7cfb\u7d71\u5316\u65b9\u6cd5\u3001\u5168\u9762\u6027\u67b6\u69cb\u548c\u6301\u7e8c\u6539\u9032\u6a5f\u5236\u3002\u7121\u8ad6\u9762\u5c0d\u7b56\u7565\u3001\u8ca1\u52d9\u3001\u71df\u904b\u3001\u6cd5\u898f\u9084\u662f\u8072\u8b7d\u98a8\u96aa\uff0c\u7d44\u7e54\u90fd\u61c9\u63a1\u7528\u9069\u7576\u5de5\u5177\u8207\u6280\u8853\uff0c\u540c\u6642\u78ba\u4fdd\u9ad8\u5c64\u652f\u6301\u3001\u8de8\u90e8\u9580\u5354\u4f5c\u3001\u98a8\u96aa\u610f\u8b58\u57f9\u990a\u548c\u5b9a\u671f\u5be9\u67e5\u3002\u4f01\u696d\u82e5\u80fd\u5c07\u98a8\u96aa\u7ba1\u7406\u8996\u70ba\u7af6\u722d\u512a\u52e2\u800c\u975e\u5408\u898f\u8ca0\u64d4\uff0c\u5fc5\u80fd\u5728\u4e0d\u78ba\u5b9a\u6027\u4e2d\u4fdd\u6301\u97cc\u6027\u4e26\u628a\u63e1\u6a5f\u6703\uff0c\u6700\u7d42\u5be6\u73fe\u6c38\u7e8c\u767c\u5c55\u3002<\/p>\n<h2 id=\"-32\">\u5e38\u898b\u554f\u984c<\/h2>\n<h3 id=\"1\">\u554f\u984c1: \u4ec0\u9ebc\u662f\u98a8\u96aa\u7ba1\u7406\uff1f<\/h3>\n<p>\u7b54\u6848\uff1a\u98a8\u96aa\u7ba1\u7406\u662f\u6307\u8b58\u5225\u3001\u8a55\u4f30\u53ca\u63a7\u5236\u7d44\u7e54\u6216\u500b\u4eba\u5728\u6d3b\u52d5\u4e2d\u53ef\u80fd\u9762\u81e8\u7684\u98a8\u96aa\uff0c\u76ee\u7684\u662f\u6e1b\u5c11\u640d\u5931\u3001\u4fdd\u969c\u8cc7\u7522\u8207\u9054\u6210\u76ee\u6a19\u7684\u7cfb\u7d71\u5316\u6d41\u7a0b\u3002<\/p>\n<h3 id=\"2\">\u554f\u984c2: \u98a8\u96aa\u7ba1\u7406\u6709\u54ea\u4e9b\u5e38\u898b\u7684\u65b9\u6cd5\uff1f<\/h3>\n<p>\u7b54\u6848\uff1a\u5e38\u898b\u65b9\u6cd5\u5305\u62ec\u98a8\u96aa\u907f\u514d\u3001\u98a8\u96aa\u8f49\u79fb\uff08\u5982\u8cfc\u8cb7\u4fdd\u96aa\uff09\u3001\u98a8\u96aa\u6e1b\u7de9\uff08\u63a7\u5236\u640d\u5931\uff09\u3001\u98a8\u96aa\u63a5\u53d7\u548c\u98a8\u96aa\u5206\u6563\u7b49\uff0c\u4ee5\u964d\u4f4e\u6f5b\u5728\u640d\u5bb3\u3002<\/p>\n<h3 id=\"3\">\u554f\u984c3: \u98a8\u96aa\u7ba1\u7406\u7684\u6b65\u9a5f\u6709\u54ea\u4e9b\uff1f<\/h3>\n<p>\u7b54\u6848\uff1a\u4e3b\u8981\u6b65\u9a5f\u5305\u62ec\u98a8\u96aa\u8b58\u5225\u3001\u98a8\u96aa\u5206\u6790\u3001\u98a8\u96aa\u8a55\u4f30\u3001\u98a8\u96aa\u63a7\u5236\uff0c\u4ee5\u53ca\u5f8c\u7e8c\u7684\u76e3\u63a7\u8207\u6aa2\u8a0e\uff0c\u5f62\u6210\u6301\u7e8c\u7684\u7ba1\u7406\u8ff4\u5708\u3002<\/p>\n<h3 id=\"4\">\u554f\u984c4: \u98a8\u96aa\u7ba1\u7406\u548c\u4fdd\u96aa\u6709\u4ec0\u9ebc\u95dc\u4fc2\uff1f<\/h3>\n<p>\u7b54\u6848\uff1a\u4fdd\u96aa\u662f\u98a8\u96aa\u7ba1\u7406\u7684\u4e00\u7a2e\u65b9\u5f0f\uff0c\u900f\u904e\u4fdd\u8cbb\u5c07\u6f5b\u5728\u640d\u5931\u98a8\u96aa\u8f49\u5ac1\u7d66\u4fdd\u96aa\u516c\u53f8\uff0c\u5354\u52a9\u4f01\u696d\u6216\u500b\u4eba\u5206\u6563\u53ca\u63a7\u7ba1\u7d93\u6fdf\u640d\u5931\u3002<\/p>\n<h3 id=\"5\">\u554f\u984c5: \u98a8\u96aa\u7ba1\u7406\u5728\u4f01\u696d\u4e2d\u6709\u4ec0\u9ebc\u91cd\u8981\u6027\uff1f<\/h3>\n<p>\u7b54\u6848\uff1a\u98a8\u96aa\u7ba1\u7406\u6709\u52a9\u65bc\u4f01\u696d\u9810\u9632\u640d\u5931\u3001\u4fdd\u969c\u8cc7\u7522\u3001\u5f37\u5316\u71df\u904b\u7a69\u5b9a\uff0c\u4e26\u63d0\u5347\u6c7a\u7b56\u6548\u7387\uff0c\u662f\u4f01\u696d\u6c38\u7e8c\u767c\u5c55\u548c\u7af6\u722d\u529b\u63d0\u5347\u7684\u95dc\u9375\u63aa\u65bd\u3002<\/p>\n<p style=\"text-align: center\"><a title=\"\u514d\u8cbb\u8a3b\u518a\u6703\u54e1\" href=\"https:\/\/lin.ee\/KVeampk\" target=\"_blank\" rel=\"noopener\"><button class=\"favorite styled\" type=\"button\"><strong>\u7acb\u5373\u9ede\u64ca\u514d\u8cbb\u8a3b\u518a<\/strong><\/button><\/a><\/p>\n<p style=\"text-align: center\"><a title=\"\u514d\u8cbb\u8a3b\u518a\u6703\u54e1\" href=\"https:\/\/lin.ee\/KVeampk\" target=\"_blank\" rel=\"noopener\"><button class=\"favorite styled\" type=\"button\"><strong>\u7acb\u5373\u9ede\u64ca\u514d\u8cbb\u8a3b\u518a<\/strong><\/button><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>80%\u7684\u4f01\u696d\u91cd\u5927\u640d\u5931\uff0c\u90fd\u8207\u7f3a\u4e4f\u6709\u6548\u7684\u98a8\u96aa [&hellip;]<\/p>\n","protected":false},"author":19,"featured_media":2108,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-2085","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-green"],"_links":{"self":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2085","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/comments?post=2085"}],"version-history":[{"count":2,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2085\/revisions"}],"predecessor-version":[{"id":2114,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/posts\/2085\/revisions\/2114"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/media\/2108"}],"wp:attachment":[{"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/media?parent=2085"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/categories?post=2085"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/recyclesources.writertraffic.com\/wp-json\/wp\/v2\/tags?post=2085"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}