{"id":1408389,"date":"2026-11-12T13:50:49","date_gmt":"2026-11-12T13:50:49","guid":{"rendered":"https:\/\/www.artefact.com\/?post_type=blog&#038;p=1408389"},"modified":"2026-11-12T13:52:43","modified_gmt":"2026-11-12T13:52:43","slug":"%e8%bf%90%e8%90%a5%e9%a2%86%e5%9f%9f%e7%9a%84ai%ef%bc%9a%e6%97%85%e6%b8%b8%e5%92%8c%e9%85%92%e5%ba%97%e9%9b%86%e5%9b%a2%e5%a6%82%e4%bd%95%e5%b0%86%e5%b7%a5%e6%97%b6%e8%bd%ac%e5%8c%96%e4%b8%ba%e5%88%a9","status":"publish","type":"blog","link":"https:\/\/www.artefact.com\/zh\/blog\/ai-for-operations-how-travel-and-hospitality-groups-can-turn-hours-into-margin\/","title":{"rendered":"\u8fd0\u8425\u4e2d\u7684AI\u5e94\u7528\uff1a\u65c5\u6e38\u548c\u9152\u5e97\u96c6\u56e2\u5982\u4f55\u5c06\u5de5\u65f6\u8f6c\u5316\u4e3a\u5229\u6da6"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:calc( 1440px + 20px );margin-left: calc(-20px \/ 2 );margin-right: calc(-20px \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:10px;--awb-margin-bottom-large:0px;--awb-spacing-left-large:10px;--awb-width-medium:100%;--awb-spacing-right-medium:10px;--awb-spacing-left-medium:10px;--awb-width-small:100%;--awb-spacing-right-small:10px;--awb-spacing-left-small:10px;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p>\u5728\u65c5\u6e38\u548c\u9152\u5e97\u4e1a\uff0c\u8fd0\u8425\u624d\u662f\u5ba2\u4eba\u771f\u6b63\u8d2d\u4e70\u7684\u670d\u52a1\u3002\u4eba\u5de5\u6210\u672c\u7684\u589e\u957f\u901f\u5ea6\u8d85\u8fc7\u4e86\u8425\u6536\uff0c\u800c\u670d\u52a1\u80cc\u540e\u7684\u5927\u90e8\u5206\u534f\u8c03\u5de5\u4f5c\u4ecd\u9700\u4eba\u5de5\u5b8c\u6210\u3002 <a href=\"https:\/\/www.linkedin.com\/in\/sidney-zeder-40524b56\/\" target=\"_blank\" rel=\"noopener\">\u897f\u5fb7\u5c3c-\u6cfd\u5fb7<\/a>\uff0c\u62c5\u4efb\u2026\u2026\u7684AI\u6218\u7565\u603b\u76d1 <strong>Artefact<\/strong>\uff0c\u9610\u8ff0\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u8fd0\u8425\u4e2d\u521b\u9020\u4ef7\u503c\u7684\u9014\u5f84\uff0c\u89e3\u91ca\u4e86\u6536\u76ca\u4e3a\u4f55\u6e90\u4e8e\u91cd\u5851\u6574\u4e2a\u6d41\u7a0b\uff0c\u5e76\u8bf4\u660e\u4e86\u5982\u4f55\u5c06\u8282\u7701\u51fa\u6765\u7684\u65f6\u95f4\u8f6c\u5316\u4e3a\u5229\u6da6\u3002<\/p>\n<h2><strong><span style=\"color: #ff0066;\">\u8fd0\u8425\u5c31\u662f\u4ea7\u54c1<\/span><br \/>\n<\/strong><\/h2>\n<p><span style=\"font-weight: 400;\">\u4e00\u5bb6\u9152\u5e97\u96c6\u56e2\u53ef\u80fd\u6210\u529f\u83b7\u5f97\u9884\u8ba2\uff0c\u5374\u5728\u524d\u53f0\u5931\u53bb\u5ba2\u4eba\u3002 \u4e0b\u53483\u70b9\u623f\u95f4\u8fd8\u6ca1\u51c6\u5907\u597d\u3001\u5ba2\u4eba\u5165\u4f4f\u5f53\u665a\u7a7a\u8c03\u5c31\u574f\u4e86\u3001\u56e0\u4e3a\u4e24\u540d\u524d\u53f0\u5458\u5de5\u8bf7\u75c5\u5047\u5bfc\u81f4\u529e\u7406\u5165\u4f4f\u65f6\u6392\u8d77\u957f\u961f\uff1a\u8fd9\u4e9b\u90fd\u662f\u5ba2\u4eba\u8bb0\u5fc6\u72b9\u65b0\u7684\u77ac\u95f4\uff0c\u800c\u5176\u4e2d\u5927\u90e8\u5206\u95ee\u9898\u5176\u5b9e\u53ef\u4ee5\u901a\u8fc7data\u2014\u2014\u9152\u5e97\u5df2\u7ecf\u638c\u63e1\u7684\u6570\u636e\u2014\u2014\u63d0\u524d\u9884\u89c1\u3002 <\/span><b>\u8fd0\u8425\u5de5\u4f5c\u5851\u9020\u4e86\u5bbe\u5ba2\u4f53\u9a8c\uff0c\u5e76\u5360\u9152\u5e97\u6210\u672c\u7684\u5927\u90e8\u5206\u3002<\/b><span style=\"font-weight: 400;\"> \u540c\u4e00\u4e2a\u51b3\u7b56\u2014\u2014\u5148\u6253\u626b\u54ea\u95f4\u5ba2\u623f\uff0c\u6216\u8005\u6d3e\u54ea\u4f4d\u6280\u672f\u4eba\u5458\u2014\u2014\u65e2\u51b3\u5b9a\u4e86\u5ba2\u4eba\u7684\u7b49\u5f85\u65f6\u95f4\uff0c\u4e5f\u51b3\u5b9a\u4e86\u8be5\u73ed\u6b21\u7684\u6210\u672c\u3002\u8fd0\u8425\u4e2d\u7684AI\u5728\u4e24\u65b9\u9762\u90fd\u53d1\u6325\u7740\u4f5c\u7528<\/span>.<\/p>\n<h2><span style=\"color: #ff0066;\"><b>\u4e3a\u4ec0\u4e48\u8fd0\u8425\u90e8\u95e8\u73b0\u5728\u9762\u4e34\u538b\u529b<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u9700\u6c42\u4ecd\u5728\u589e\u957f\uff0c\u4f46\u5458\u5de5\u4eba\u6570\u7684\u589e\u957f\u901f\u5ea6\u5feb\u4e8e\u8425\u6536\uff082025\u5e74\u5206\u522b\u4e3a+5.7%\uff0c\u800c\u6b27\u6d32\u4e3a3.3%\uff09\u3002<span style=\"color: #ff0066;\">\u00b9<\/span><\/span><span style=\"font-weight: 400;\">). \u52b3\u52a8\u529b\u6210\u672c\u4e5f\u662f\u6700\u96be\u7ba1\u63a7\u7684\u6210\u672c\uff1a\u5728\u5317\u7f8e\uff0c2025\u5e74\u670965%\u7684\u9152\u5e97\u62a5\u544a\u79f0\u5b58\u5728\u4eba\u624b\u77ed\u7f3a\u95ee\u9898\u3002<\/span><span style=\"font-weight: 400; color: #ff0066;\">\u00b2<\/span>\u00a0<b>\u5f53\u6210\u672c\u589e\u957f\u901f\u5ea6\u8d85\u8fc7\u6536\u5165\u589e\u957f\u901f\u5ea6\u65f6\uff0c\u4ec5\u9760\u589e\u957f\u5df2\u65e0\u6cd5\u6062\u590d\u5229\u6da6\u7387\u3002<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u4e0e\u6b64\u540c\u65f6\uff0c\u73b0\u573a\u56e2\u961f\u63cf\u8ff0\u4e86\u52b3\u52a8\u529b\u65b9\u9762\u9762\u4e34\u7684\u6311\u6218\uff1a\u534f\u8c03\u5de5\u4f5c\u4ecd\u4e3b\u8981\u4f9d\u9760\u4eba\u5de5\u5b8c\u6210\uff0c\u4e14\u9700\u8981\u5927\u91cf\u4f53\u529b\u52b3\u52a8\u3002\u5ba2\u623f\u90e8\u7ecf\u7406\u5f80\u5f80\u8981\u7b49\u5230\u5f53\u5929\u65e9\u4e0a\u624d\u77e5\u9053\u9700\u8981\u6574\u7406\u591a\u5c11\u95f4\u5ba2\u623f\uff0c\u5ba2\u623f\u72b6\u6001\u4fe1\u606f\u901a\u8fc7\u7535\u8bdd\u6216\u5bf9\u8bb2\u673a\u4f20\u8fbe\uff0c\u800c\u6392\u73ed\u4e2d\u7684\u7a7a\u7f3a\u5219\u9760\u52a0\u73ed\u6765\u586b\u8865\u3002\u56e2\u961f\u867d\u7136\u52aa\u529b\u5de5\u4f5c\uff0c\u4f46\u5dee\u8ddd\u5e76\u672a\u7f29\u5c0f\u3002<\/span><\/p>\n<h2><span style=\"color: #ff0066;\"><b>\u4eba\u5de5\u667a\u80fd\u5728\u8fd0\u8425\u4e2d\u521b\u9020\u4ef7\u503c\u7684\u4e09\u5927\u9014\u5f84<\/b><\/span><\/h2>\n<h3><b>\u63d0\u5347\u5bbe\u5ba2\u4f53\u9a8c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u4eba\u5de5\u667a\u80fd\u6700\u9002\u5408\u5728\u5e55\u540e\u53d1\u6325\u4f5c\u7528\uff0c\u8fd9\u6837\u5458\u5de5\u5c31\u80fd\u5c06\u66f4\u591a\u65f6\u95f4\u7528\u4e8e\u670d\u52a1\u5bbe\u5ba2\uff1a\u6839\u636e\u5bbe\u5ba2\u7684\u504f\u597d\u5728\u62b5\u8fbe\u524d\u5c31\u5b89\u6392\u597d\u623f\u95f4\uff1b\u5728\u529e\u7406\u5165\u4f4f\u624b\u7eed\u524d\u5c31\u68c0\u6d4b\u51fa\u7a7a\u8c03\u6545\u969c\uff1b\u8bc6\u522b\u51fa\u56de\u5934\u5ba2\u5e76\u63d0\u524d\u51c6\u5907\u597d\u4ed6\u4eec\u60ef\u5e38\u7684\u8981\u6c42\u3002\u4eba\u9645\u5173\u7cfb\u59cb\u7ec8\u662f\u6838\u5fc3\uff1b\u4eba\u5de5\u667a\u80fd\u5219\u6d88\u9664\u4e86\u963b\u788d\u5458\u5de5\u4e13\u6ce8\u4e8e\u6b64\u7684\u969c\u788d\u3002<\/span><\/p>\n<h3><b>\u9884\u89c1\u672a\u77e5\u60c5\u51b5<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u4e00\u573a\u98ce\u66b4\u3001\u4e00\u6b21\u7f62\u5de5\uff0c\u6216\u662f\u5ef6\u671f\u4e00\u5468\u7684\u8d38\u6613\u5c55\uff0c\u90fd\u53ef\u80fd\u5728\u6570\u5c0f\u65f6\u5185\u6539\u53d8\u9152\u5e97\u7684\u9700\u6c42\u3002\u90a3\u4e9b\u80fd\u591f\u5206\u6790\u9884\u8ba2\u60c5\u51b5\u3001\u5929\u6c14\u548c\u5404\u7c7b\u6d3b\u52a8\u7684\u6a21\u578b\uff0c\u4f1a\u5728\u5ba2\u4eba\u5bdf\u89c9\u4e4b\u524d\u5c31\u8c03\u6574\u597d\u6392\u73ed\u3001\u91c7\u8d2d\u548c\u4ef7\u683c\u3002<\/span><\/p>\n<h3><b>\u7b80\u5316\u5de5\u4f5c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u6392\u73ed\u3001\u623f\u95f4\u5206\u914d\u3001\u5ba2\u623f\u6e05\u6d01\u3001\u7ef4\u4fee\u8c03\u5ea6\u53ca\u91c7\u8d2d\u7b49\u5de5\u4f5c\u6bcf\u5929\u90fd\u4f1a\u91cd\u590d\u8fdb\u884c\uff0c\u4e14\u9075\u5faa\u65e2\u5b9a\u89c4\u5219\u3002\u8fdb\u4e00\u6b65\u5c06\u624b\u52a8\u5de5\u4f5c\u81ea\u52a8\u5316\uff0c\u5e76\u5b9e\u73b0\u5404\u5de5\u5177\u4e4b\u95f4\u7684\u540c\u6b65\uff0c\u53ef\u4ee5\u51cf\u8f7b\u8fd0\u8425\u5de5\u4f5c\u8d1f\u62c5\u3002<br \/>\n<\/span><\/p>\n<h2><span style=\"color: #ff0066;\"><b>\u4ece\u4f55\u5165\u624b\uff1a\u6210\u672c\u4e0e\u5bbe\u5ba2\u4f53\u9a8c\u7684\u4ea4\u6c47\u70b9<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u6211\u4eec\u6839\u636e\u5404\u9879\u6d41\u7a0b\u5728\u8fd0\u8425\u6210\u672c\u4e2d\u6240\u5360\u7684\u6bd4\u91cd\u3001\u5bbe\u5ba2\u5bf9\u5176\u611f\u53d7\u7684\u5f3a\u70c8\u7a0b\u5ea6\u3001AI\u4e0e\u8be5\u5de5\u4f5c\u7684\u5951\u5408\u5ea6\uff0c\u4ee5\u53ca<span id=\"trp-exclude-exclude-1\">\u6570\u636e<\/span>\u662f\u5426\u5df2\u51c6\u5907\u5c31\u7eea\u7b49\u6807\u51c6\u5bf9\u6d41\u7a0b\u8fdb\u884c\u6392\u5e8f\u3002\u5728\u9152\u5e97\u884c\u4e1a\uff0c\u6709\u56db\u9879\u73b0\u573a\u6d41\u7a0b\u4f4d\u5c45\u524d\u5217\u3002\u7531\u4e8e\u8fd9\u4e9b\u6d41\u7a0b\u5c5e\u4e8e\u5185\u90e8\u6d41\u7a0b\uff0c\u56e0\u6b64\u4e5f\u662fAI\u4ee3\u7406\u66f4\u5b89\u5168\u7684\u5207\u5165\u70b9\u3002<span style=\"color: #ff0066;\">\u00b3<\/span><\/span><\/p>\n<table>\n<tbody>\n<tr>\n<td><b><span style=\"color: #ff0066;\">\u4f18\u5148\u7ea7<\/span> <span style=\"color: #ff0066;\">\u6d41\u7a0b<\/span><\/b><\/td>\n<td><span style=\"color: #ff0066;\"><b>\u6210\u672c\u95ee\u9898<\/b><\/span><\/td>\n<td><span style=\"color: #ff0066;\"><b>\u5ba2\u4eba\u6ce8\u610f\u5230\u4e86\u4ec0\u4e48<\/b><\/span><\/td>\n<td><span style=\"color: #ff0066;\"><b>\u4eba\u5de5\u667a\u80fd\u7684\u4f5c\u7528<\/b><\/span><\/td>\n<\/tr>\n<tr>\n<td><b>1. \u5458\u5de5\u6392\u73ed<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u7b2c\u4e00\u884c\u6210\u672c<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u529e\u7406\u767b\u673a\u624b\u7eed\u65f6\u6392\u957f\u961f\uff0c\u9ad8\u5cf0\u65f6\u6bb5\u670d\u52a1\u7f13\u6162<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u6309\u5c0f\u65f6\u9884\u6d4b\u9700\u6c42\uff0c\u5236\u5b9a\u7b26\u5408\u89c4\u5b9a\u7684\u6392\u73ed\u8868\uff0c\u586b\u8865\u7a7a\u7f3a\u73ed\u6b21<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>2. \u7cfb\u7edf\u7ef4\u62a4\u4e0e\u4efb\u52a1\u8c03\u5ea6<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u6309\u5458\u5de5\u4eba\u6570\u8ba1\u7b97\u7684\u6700\u5927\u90e8\u95e8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u62b5\u8fbe\u65f6\u623f\u95f4\u5c1a\u672a\u51c6\u5907\u597d<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u6839\u636e\u9000\u623f\u548c\u5165\u4f4f\u60c5\u51b5\u7684\u53d8\u5316\uff0c\u5b89\u6392\u5e76\u5206\u914d\u6e05\u6d01\u4efb\u52a1<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>3. \u9910\u996e\u91c7\u8d2d\u4e0e\u5e93\u5b58<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u9910\u996e\u4e1a\u56e0\u6d6a\u8d39\u5bfc\u81f4\u5229\u6da6\u7387\u8f83\u4f4e<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u83dc\u5355\u4e0a\u7f3a\u5931\u7684\u83dc\u54c1<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u6839\u636e\u9884\u6d4b\u786e\u5b9a\u8ba2\u5355\u6570\u91cf\uff0c\u5e76\u5c06\u8ba2\u5355\u63d0\u4ea4\u5ba1\u6279<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>4. \u7ef4\u62a4\u4e0e\u4fee\u7406<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u5bf9\u8425\u4e1a\u989d\u548c\u5bbe\u5ba2\u4f53\u9a8c\u4ea7\u751f\u91cd\u5927\u5f71\u54cd<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u7a7a\u8c03\u574f\u4e86\uff0c\u534a\u591c\u6362\u4e86\u623f\u95f4<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u5bf9\u8b66\u62a5\u8fdb\u884c\u5206\u7ea7\u5904\u7406\uff0c\u6d3e\u9063\u6280\u672f\u4eba\u5458\uff0c\u5e76\u5728PMS\u4e2d\u9501\u5b9a\u623f\u95f4<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong><span style=\"font-weight: 400;\">\u5229\u5bb3\u5173\u7cfb\u975e\u5e38\u660e\u786e\u3002\u5728\u7f8e\u56fd\u9152\u5e97\u4e2d\uff0c\u4eba\u5de5\u6210\u672c\u5360\u8fd0\u8425\u90e8\u95e8\u652f\u51fa\u7684\u534a\u6570\u4ee5\u4e0a\u3002<span style=\"color: #ff0066;\">\u2074<\/span><\/span><span style=\"font-weight: 400;\"> \u5728\u9152\u5e97\u7684\u65e9\u671f\u5e94\u7528\u4e2d\uff0c\u4eba\u5de5\u667a\u80fd\u4f7f\u5ba2\u623f\u6574\u7406\u901f\u5ea6\u63d0\u9ad8\u4e86\u7ea620%\uff0c\u5e76\u5728\u516b\u4e2a\u6708\u5185\u5c06\u98df\u7269\u6d6a\u8d39\u51cf\u5c11\u4e86\u4e00\u534a\u3002<span style=\"color: #ff0066;\">\u00b2<\/span><\/span><span style=\"font-weight: 400;\"> \u5728\u5236\u9020\u4e1a\u4e2d\uff0c\u9884\u6d4b\u6027\u7ef4\u62a4\u901a\u5e38\u53ef\u5c06\u8bbe\u5907\u505c\u673a\u65f6\u95f4\u51cf\u5c1130%\u81f350%\u3002<span style=\"color: #ff0066;\">\u2075<\/span><\/span><br \/>\n<\/strong><\/p>\n<h2><span style=\"color: #ff0066;\">\u6211\u4eec\u4e3a\u4f55\u8981\u91cd\u5851\u6574\u4e2a\u6d41\u7a0b<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4e3a\u5458\u5de5\u63d0\u4f9b\u7528\u4e8e\u5904\u7406\u81ea\u8eab\u4efb\u52a1\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u867d\u7136\u80fd\u5feb\u901f\u63d0\u5347\u719f\u6089\u5ea6\uff0c\u4f46\u5176\u6548\u76ca\u4ec5\u505c\u7559\u5728\u96f6\u6563\u7684\u5de5\u65f6\u5c42\u9762\uff0c\u4e14\u6d41\u7a0b\u4f9d\u7136\u662f\u987a\u5e8f\u5f0f\u7684\u3001\u7531\u4eba\u4e3b\u5bfc\u7684\u3002\u5bf9\u6d41\u7a0b\u8fdb\u884c\u7aef\u5230\u7aef\u7684\u91cd\u65b0\u8bbe\u8ba1\uff0c\u5219\u4f1a\u6539\u53d8\u5de5\u4f5c\u6d41\u3001\u89d2\u8272\u5206\u5de5\u4ee5\u53ca\u51b3\u7b56\u6743\u5f52\u5c5e\u3002 \u636e\u6211\u4eec\u4f30\u7b97\uff0c\u7b2c\u4e00\u79cd\u65b9\u6cd5\u53ef\u8282\u7701\u6d41\u7a0b\u65f6\u95f4\u76845%\u81f315%\uff1b\u7b2c\u4e8c\u79cd\u65b9\u6cd5\u5219\u53ef\u8282\u770160%\u81f390%\u3002\u9ea6\u80af\u9521\u5f97\u51fa\u4e86\u76f8\u540c\u7684\u7ed3\u8bba\uff1a\u667a\u80fd\u4ee3\u7406\u7684\u4ef7\u503c\u6e90\u4e8e\u5bf9\u5de5\u4f5c\u65b9\u5f0f\u7684\u91cd\u65b0\u601d\u8003\u3002<span style=\"color: #ff0066;\">\u2076<\/span><\/span><\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">\u201c\u5c06\u4e00\u6b3e\u5de5\u5177\u6dfb\u52a0\u5230\u65e7\u6d41\u7a0b\u4e2d\uff0c\u867d\u7136\u80fd\u8fd9\u91cc\u7701\u51e0\u5206\u949f\u3001\u90a3\u91cc\u7701\u51e0\u5206\u949f\uff0c\u4f46\u8fd9\u4e9b\u8282\u7701\u592a\u8fc7\u5206\u6563\uff0c\u65e0\u6cd5\u5728\u635f\u76ca\u8868\u4e2d\u4f53\u73b0\u3002\u5f53\u6211\u4eec\u4e0e\u8d1f\u8d23\u6267\u884c\u8be5\u6d41\u7a0b\u7684\u56e2\u961f\u5171\u540c\u91cd\u65b0\u8bbe\u8ba1\u6d41\u7a0b\u65f6\uff0c\u8be5\u5de5\u5177\u4fbf\u6210\u4e3a\u5de5\u4f5c\u65b9\u5f0f\u7684\u4e00\u90e8\u5206\u3002\u8fd9\u6b63\u662f\u5176\u4ef7\u503c\u6240\u5728\uff0c\u4e5f\u662f\u56e2\u961f\u6301\u7eed\u4f7f\u7528\u5b83\u7684\u539f\u56e0\u3002\u201d\u2014\u2014\u00a0<\/span><\/i><strong><a href=\"https:\/\/www.linkedin.com\/in\/sidney-zeder-40524b56\/\" target=\"_blank\" rel=\"noopener\">\u897f\u5fb7\u5c3c-\u6cfd\u5fb7<\/a><\/strong>, \u4eba\u5de5\u667a\u80fd\u6218\u7565\u603b\u76d1\uff0cArtefact<\/p>\n<\/blockquote>\n<p><strong><span style=\"font-weight: 400;\">\u4ee5\u6392\u73ed\u4e3a\u4f8b\u3002\u5982\u4eca\uff0c\u4e00\u540d\u7ecf\u7406\u9700\u8981\u9884\u6d4b\u9700\u6c42\uff0c\u5728\u7535\u5b50\u8868\u683c\u4e2d\u5236\u5b9a\u6392\u73ed\u8868\uff0c\u7ecf\u8fc7\u6570\u8f6e\u4eba\u5de5\u6838\u5bf9\u52b3\u52a8\u6cd5\u89c4\uff0c\u6700\u540e\u901a\u8fc7\u7535\u8bdd\u586b\u8865\u7a7a\u7f3a\u3002\u7ecf\u8fc7\u4f18\u5316\u540e\uff0c\u7cfb\u7edf\u4f1a\u6309\u5c0f\u65f6\u9884\u6d4b\u9700\u6c42\uff0c\u4f18\u5316\u5668\u4f1a\u8d77\u8349\u6392\u73ed\u8868\uff0c\u89c4\u5219\u5f15\u64ce\u4f1a\u68c0\u67e5\u5408\u89c4\u6027\uff0c\u800c\u7cfb\u7edf\u4ee3\u7406\u4f1a\u5411\u7b26\u5408\u6761\u4ef6\u7684\u5458\u5de5\u63a8\u9001\u7a7a\u7f3a\u73ed\u6b21\u3002 <\/span><b>\u7ecf\u7406\u8d1f\u8d23\u534f\u8c03\u5404\u79cd\u4f8b\u5916\u60c5\u51b5\uff0c\u5e76\u5904\u7406\u4e0e\u56e2\u961f\u7684\u6c9f\u901a\u4e8b\u5b9c\u3002<\/b><\/strong><\/p>\n<h2><span style=\"color: #ff0066;\"><b>\u5982\u4f55\u6784\u5efa\u667a\u80fd\u4f53\uff1a\u5728\u6bcf\u4e2a\u51b2\u523a\u4e2d\u9010\u6b65\u63d0\u5347\u81ea\u4e3b\u6027<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u4ee5\u4e00\u4e2a\u5728\u56db\u4e2a\u51b2\u523a\u5468\u671f\u5185\u5f00\u53d1\u7684\u540e\u53f0\u7ef4\u62a4\u4ee3\u7406\u4e3a\u4f8b\u3002\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u5b83\u9996\u5148\u8fdb\u884c\u68c0\u6d4b\uff1a\u5411\u4e3b\u7ba1\u53d1\u51fa\u5173\u4e8e\u5b58\u5728\u5165\u4f4f\u98ce\u9669\u7684\u623f\u95f4\u7684\u8b66\u62a5\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u968f\u540e\u5b83\u4fbf\u660e\u767d\u4e86\uff1a\u5b83\u8d77\u8349\u4e86\u6668\u95f4\u4f1a\u8bae\u5ba4\u7684\u516c\u544a\u677f\u5185\u5bb9\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u63a5\u4e0b\u6765\uff0c\u5b83\u5efa\u8bae\uff1a\u5728\u5ef6\u8fdf\u9000\u623f\u540e\uff0c\u5b83\u4f1a\u63d0\u51fa\u4e00\u4e2a\u65b0\u7684\u65b9\u6848\u4f9b\u5ba1\u6279\u3002\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u6700\u540e\uff0c\u5b83\u5f00\u59cb\u884c\u52a8\uff1a\u5728\u7ad9\u70b9\u7ba1\u7406\u5458\u8bbe\u5b9a\u7684\u89c4\u5219\u8303\u56f4\u5185\u81ea\u4e3b\u91cd\u65b0\u89c4\u5212\uff0c\u5e76\u4e14\u6bcf\u9879\u64cd\u4f5c\u90fd\u4f1a\u88ab\u8bb0\u5f55\u4e0b\u6765\u3002\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u6bcf\u4e2a\u51b2\u523a\u90fd\u4f1a\u4ee5\u56e2\u961f\u73b0\u573a\u6d4b\u8bd5\u4f5c\u4e3a\u6536\u5c3e\uff0c\u800c\u5173\u952e\u6307\u6807\u5728\u4e8e\u4e3b\u7ba1\u5bf9\u6bcf\u4e00\u9879\u63d0\u6848\u7684\u5b9e\u9645\u5904\u7406\u65b9\u5f0f\u3002<\/span><\/p>\n<blockquote>\n<p><i><span style=\"font-weight: 400;\">\u201c\u6211\u4eec\u7edd\u4e0d\u4f1a\u5728\u7b2c\u4e00\u5929\u5c31\u7ed9\u4e88\u4ee3\u7406\u5b8c\u5168\u7684\u81ea\u4e3b\u6743\u3002\u4ee3\u7406\u5fc5\u987b\u901a\u8fc7\u5728\u5b9e\u9645data\u4e0a\uff0c\u5e76\u5728\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u7684\u56e2\u961f\u9762\u524d\u8bc1\u660e\u5176\u5efa\u8bae\u662f\u6b63\u786e\u7684\uff0c\u4ece\u800c\u9010\u6b65\u83b7\u5f97\u6bcf\u4e00\u7ea7\u522b\u7684\u81ea\u4e3b\u6743\u3002\u201d\u2014\u2014 <\/span><\/i><b><a href=\"https:\/\/www.linkedin.com\/in\/bruce-delattre-873b99141\/\" target=\"_blank\" rel=\"noopener\">\u5e03\u9c81\u65af-\u5fb7\u62c9\u7279<\/a><\/b>, \u603b\u76d1\uff0cData\u79d1\u5b66\u8d1f\u8d23\u4eba\uff0cArtefact<\/p>\n<\/blockquote>\n<h2><span style=\"color: #ff0066;\"><b>\u5b83\u503c\u591a\u5c11\u94b1<\/b><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u52b3\u52a8\u662f\u6211\u4eec\u80fd\u591f\u5229\u7528\u516c\u5f00 data \u6765\u4f30\u7b97\u7684\u4ef7\u503c\u7ec4\u6210\u90e8\u5206\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0\u5728\u6b27\u6d32\uff0c\u8fd0\u8425\u6210\u672c\u7ea6\u5360\u9152\u5e97\u6536\u5165\u7684\u4e09\u5206\u4e4b\u4e8c\uff1a2025\u5e74\u6bcf\u95f4\u53ef\u552e\u5ba2\u623f\u7684\u6536\u5165\u4e3a194\u6b27\u5143\uff0c\u5176\u4e2d\u8425\u4e1a\u5229\u6da6\u4e3a69.3\u6b27\u5143\u3002<span style=\"color: #ff0066;\">\u00b9<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0\u5de5\u8d44\u6210\u672c\u7ea6\u5360\u8fd9\u4e9b\u6210\u672c\u7684\u4e00\u534a\uff0c\u6bcf\u95f4\u53ef\u7528\u5ba2\u623f\u4e3a60.5\u6b27\u5143\u3002<span style=\"color: #ff0066;\">\u00b9<\/span><\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0\u636e\u6211\u4eec\u4f30\u7b97\uff0c\u8fd9\u56db\u4e2a\u4f18\u5148\u6d41\u7a0b\u7ea6\u5360\u603b\u5de5\u65f6\u768440%\uff0c\u5bf9\u5176\u8fdb\u884c\u4f18\u5316\u53ef\u8282\u770120%\u81f325%\u7684\u65f6\u95f4\uff1a\u4ece\u800c\u817e\u51fa8%\u81f310%\u7684\u5de5\u65f6\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u00a0\u5373\u6bcf\u95f4\u53ef\u552e\u5ba2\u623f4.8\u81f36.1\u6b27\u5143\uff1a <\/span><b>\u8fd0\u8425\u6210\u672c\u964d\u4f4e\u7ea64%\u81f35%\uff0c\u8425\u4e1a\u6bdb\u5229\u589e\u52a07%\u81f39%\u3002<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u5ba2\u623f\u91cd\u65b0\u5f00\u653e\u9884\u8ba2\uff0c\u51cf\u5c11\u6d6a\u8d39\u66f4\u662f\u9526\u4e0a\u6dfb\u82b1\u3002\u4f46\u53ea\u6709\u5728\u6392\u73ed\u8ba1\u5212\u843d\u5b9e\u540e\uff0c\u5de5\u65f6\u624d\u80fd\u771f\u6b63\u8f6c\u5316\u4e3a\u6210\u672c\u8282\u7ea6\uff1a\u603b\u7ecf\u7406\u6216\u4e1a\u4e3b\u5c06\u51b3\u5b9a\u662f\u5c06\u8fd9\u4e9b\u5de5\u65f6\u91cd\u65b0\u5206\u914d\u5230\u5bbe\u5ba2\u670d\u52a1\u4e2d\uff0c\u8fd8\u662f\u7528\u4e8e\u524a\u51cf\u52b3\u52a8\u529b\u6210\u672c\u2014\u2014\u9996\u5148\u4ece\u52a0\u73ed\u8d39\u548c\u4e34\u65f6\u5de5\u5de5\u65f6\u5165\u624b\u3002<\/span><\/p>\n<h2><span style=\"color: #ff0066;\"><b>\u6211\u4eec\u7684\u4fe1\u5ff5<\/b><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5728\u635f\u76ca\u8868\u4e2d\u786e\u5b9a\u4f18\u5148\u7ea7\u3002\u5f00\u59cb<\/b><span style=\"font-weight: 400;\"> \u6d89\u53ca\u8017\u65f6\u6700\u957f\u3001\u6210\u672c\u6700\u9ad8\u4ee5\u53ca\u5bbe\u5ba2\u6700\u80fd\u5bdf\u89c9\u7684\u73af\u8282\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u8ba9\u201c\u4eba\u201d\u59cb\u7ec8\u6210\u4e3a\u5bbe\u5ba2\u4f53\u9a8c\u7684\u6838\u5fc3\u3002<\/b><span style=\"font-weight: 400;\"> \u4eba\u5de5\u667a\u80fd\u5e94\u8be5\u7528\u4e8e\u540e\u53f0\u529e\u516c\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u4e13\u4e3a\u79fb\u52a8\u4e2d\u7684\u56e2\u961f\u8bbe\u8ba1\u3002<\/b><span style=\"font-weight: 400;\"> \u73b0\u573a\u56e2\u961f\u5bf9\u6570\u5b57\u6280\u672f\u8f83\u4e3a\u964c\u751f\uff0c\u4e14\u5f88\u5c11\u5750\u5728\u529e\u516c\u684c\u524d\u5de5\u4f5c\uff1a\u5e94\u52a0\u5f3a\u5bf9\u4ed6\u4eec\u7684\u57f9\u8bad\uff0c\u5e76\u5c06\u5ba2\u670d\u529f\u80fd\u96c6\u6210\u5230\u4ed6\u4eec\u73b0\u6709\u7684\u5de5\u5177\u4e2d\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u505a\u597d\u5e94\u5bf9\u7cfb\u7edf\u6742\u4e71\u65e0\u7ae0\u7684\u51c6\u5907\u3002<\/b><span style=\"font-weight: 400;\"> \u4e00\u5bb6\u9152\u5e97\u96c6\u56e2\u53ef\u80fd\u5728\u5176\u65d7\u4e0b\u5404\u5bb6\u9152\u5e97\u8fd0\u884c\u591a\u4e2aPMS\u3001POS\u548cERP\u7cfb\u7edf\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u5f80\u5f80\u8fd8\u662f\u65e7\u7248\u672c\u3002\u7cfb\u7edf\u96c6\u6210\u5e94\u4ece\u9879\u76ee\u542f\u52a8\u4e4b\u521d\u5c31\u7eb3\u5165\u5546\u4e1a\u6848\u4f8b\u4e2d\u3002<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u9884\u8ba1\u5927\u90e8\u5206\u5de5\u4f5c\u5c06\u96c6\u4e2d\u5728\u6280\u672f\u9886\u57df\u4e4b\u5916\u3002<\/b><span style=\"font-weight: 400;\"> \u5176\u4e2d\u7ea6\u4e94\u5206\u4e4b\u4e00\u662f\u6280\u672f\uff0c\u4e00\u534a\u662f\u6d41\u7a0b\u91cd\u65b0\u8bbe\u8ba1\uff0c\u5176\u4f59\u5219\u662f\u53d8\u9769\u7ba1\u7406\u548c\u5b9e\u65bd\u3002<\/span><\/li>\n<\/ol>\n<h2><span style=\"color: #ff0066;\"><b>\u8d44\u6599\u6765\u6e90<\/b><\/span><\/h2>\n<ol>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.hospitalitynet.org\/opinion\/4131667\/europe-market-spotlight-fy-25\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201c\u300a2025\u8d22\u5e74\u6b27\u6d32\u5e02\u573a\u805a\u7126\u300b\uff0c\u9ad8\u7eac\u73af\u7403\u4e0eHotStats data\uff0c2026\u5e743\u6708<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.hospitalitynet.org\/news\/4131140\/hotels-enter-the-ask-and-book-era-as-ai-reshapes-discovery-distribution-and-operations-according-to-nyu-sps-and-bcg\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201c\u300a\u201dAI\u4f18\u5148\u578b\u9152\u5e97\u201d\u300b\uff0c\u6ce2\u58eb\u987f\u54a8\u8be2\u96c6\u56e2\uff08BCG\uff09\u4e0e\u7ebd\u7ea6\u5927\u5b66\u65af\u7279\u6069\u5546\u5b66\u9662\u8482\u65bd\u9152\u5e97\u7ba1\u7406\u4e2d\u5fc3\uff0c2026\u5e743\u6708<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/skift.com\/insights\/new-report-remapping-travel-with-agentic-ai\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201c\u300a\u501f\u52a9\u4e3b\u52a8\u578b\u4eba\u5de5\u667a\u80fd\u91cd\u5851\u65c5\u884c\u4f53\u9a8c\u300b\uff0c\u9ea6\u80af\u9521\u516c\u53f8\u4e0eSkift\uff0c2025\u5e749\u6708<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/lodgingmagazine.com\/profitability-under-pressure-how-2025-u-s-hotel-performance-reshapes-valuation-underwriting\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u300aLODGING\u300b\u62a5\u9053\u7684\u4e16\u90a6\u9b4f\u7406\u4ed5\u9152\u5e97\u884c\u4e1a\u8d8b\u52bf\uff0c2026\u5e745\u6708<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.mckinsey.com\/capabilities\/operations\/our-insights\/manufacturing-analytics-unleashes-productivity-and-profitability\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201c\u300a\u5236\u9020\u4e1a\uff1a\u5206\u6790\u6280\u672f\u91ca\u653e\u751f\u4ea7\u529b\u548c\u76c8\u5229\u80fd\u529b\u300b\uff0c\u9ea6\u80af\u9521\u516c\u53f8\uff0c2017\u5e74<\/span><\/a><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><a href=\"https:\/\/www.mckinsey.com\/capabilities\/quantumblack\/our-insights\/seizing-the-agentic-ai-advantage\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">\u201c\u300a\u628a\u63e1\u4e3b\u52a8\u578b\u4eba\u5de5\u667a\u80fd\u7684\u4f18\u52bf\u300b\uff0c\u9ea6\u80af\u9521\u516c\u53f8\uff0c2025\u5e746\u6708<\/span><\/a><\/li>\n<\/ol>\n<\/div><\/div><\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>\u5728\u65c5\u6e38\u548c\u9152\u5e97\u4e1a\uff0c\u8fd0\u8425\u624d\u662f\u5ba2\u4eba\u771f\u6b63\u8d2d\u4e70\u7684\u670d\u52a1\u3002 \u85aa\u8d44\u589e\u957f\u901f\u5ea6\u8d85\u8fc7\u4e86\u8425\u6536\u589e\u901f\uff0c\u800c\u670d\u52a1\u80cc\u540e\u7684\u534f\u8c03\u5de5\u4f5c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4ecd\u4f9d\u8d56\u4eba\u5de5\u3002Artefact\u7684\u4eba\u5de5\u667a\u80fd\u6218\u7565\u603b\u76d1\u897f\u5fb7\u5c3c\u00b7\u6cfd\u5fb7\uff08Sidney Zeder\uff09\u89e3\u91ca\u4e86\u4eba\u5de5\u667a\u80fd\u5728\u8fd0\u8425\u4e2d\u521b\u9020\u4ef7\u503c\u7684\u5177\u4f53\u9886\u57df\uff0c\u9610\u8ff0\u4e86\u6536\u76ca\u4e3a\u4f55\u6e90\u4e8e\u91cd\u5851\u6574\u4e2a\u6d41\u7a0b\uff0c\u4ee5\u53ca\u5982\u4f55\u5c06\u8282\u7701\u4e0b\u6765\u7684\u65f6\u95f4\u8f6c\u5316\u4e3a\u5229\u6da6\u3002<\/p>","protected":false},"featured_media":1408390,"parent":0,"template":"","meta":{"_acf_changed":false,"ep_exclude_from_search":false},"blog-category":[22035,21937],"blog-language":[2991,2993],"class_list":["post-1408389","blog","type-blog","status-publish","has-post-thumbnail","hentry","blog-category-data-ai-consulting","blog-category-tourism-travel-transportation","blog-language-en","blog-language-fr"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog\/1408389","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/types\/blog"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media\/1408390"}],"wp:attachment":[{"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/media?parent=1408389"}],"wp:term":[{"taxonomy":"blog-category","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-category?post=1408389"},{"taxonomy":"blog-language","embeddable":true,"href":"https:\/\/www.artefact.com\/zh\/wp-json\/wp\/v2\/blog-language?post=1408389"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}