{"id":76458,"date":"2026-01-12T08:00:00","date_gmt":"2026-01-12T14:00:00","guid":{"rendered":"https:\/\/www.project44.com\/blog\/%e8%bf%90%e8%be%93%e7%ae%a1%e7%90%86%e5%ad%98%e5%9c%a8%e5%8f%af%e8%a7%81%e6%80%a7%e9%97%ae%e9%a2%98%ef%bc%8c%e8%80%8c%e8%bf%99%e7%bb%99%e6%82%a8%e5%b8%a6%e6%9d%a5%e7%9a%84%e6%8d%9f%e5%a4%b1%e6%af%94\/"},"modified":"2026-02-24T04:07:39","modified_gmt":"2026-02-24T10:07:39","slug":"transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think","status":"publish","type":"post","link":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/","title":{"rendered":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002"},"content":{"rendered":"\n<p>\u60f3\u8c61\u4e00\u4e0b\uff1a\u4e00\u6279\u8d27\u7269\u51c6\u65f6\u79bb\u5f00\u7801\u5934\uff0c\u4f46\u4e24\u5c0f\u65f6\u540e\uff0c\u60a8\u7684\u8ffd\u8e2a\u663e\u793a\u5b83\u4ecd\u7559\u5728\u4ed3\u5e93\u3002\u60a8\u7684\u5ba2\u6237\u6253\u7535\u8bdd\u8be2\u95ee\u9884\u8ba1\u5230\u8fbe\u65f6\u95f4\uff08ETA\uff09\u3002\u60a8\u7684\u627f\u8fd0\u4eba\u65e0\u6cd5\u89e3\u91ca\u8fd9\u79cd\u5dee\u5f02\u3002\u60a8\u7684\u56e2\u961f\u82b1\u4e86 30 \u5206\u949f\u624d\u67e5\u660e\u771f\u76f8\u3002    <\/p>\n\n<p>\u7531\u4e8e\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u95ee\u9898\uff0c\u8fd9\u79cd\u60c5\u51b5\u5728\u6210\u5343\u4e0a\u4e07\u6279\u8d27\u7269\u4e2d\u6bcf\u5929\u4f1a\u53d1\u751f\u6570\u5341\u6b21\uff1a<strong>\u7cfb\u7edf\u65e0\u6cd5\u68c0\u6d4b\u627f\u8fd0\u4eba\u4f55\u65f6\u672a\u63d0\u4f9b\u8bbe\u5907\u6807\u8bc6\u7b26\uff0c\u56e0\u6b64\u65e0\u6cd5\u5224\u65ad\u54ea\u8f86\u5361\u8f66\u6b63\u5728\u8fd0\u9001\u54ea\u6279\u8d27\u7269\u3002<\/strong> <\/p>\n\n<p>\u5f53\u8fd9\u79cd\u8fde\u63a5\u65ad\u5f00\u65f6\uff0c\u4e0b\u6e38\u7684\u4e00\u5207\u90fd\u4f1a\u5931\u6548\u3002\u8ffd\u8e2a\u4e2d\u65ad\uff0c\u9884\u8ba1\u5230\u8fbe\u65f6\u95f4\u53d8\u6210\u51ed\u7a7a\u731c\u6d4b\uff0c\u5f02\u5e38\u60c5\u51b5\u88ab\u9057\u6f0f\uff0c\u60a8\u7684\u56e2\u961f\u6d6a\u8d39\u6570\u5c0f\u65f6\u626e\u6f14\u4fa6\u63a2\u89d2\u8272\uff0c\u800c\u4e0d\u662f\u7ba1\u7406\u8fd0\u8425\u3002  <\/p>\n\n<p>\u7f6a\u9b41\u7978\u9996\uff1f\u4f20\u7edf\u7684\u8fd0\u8f93\u7ba1\u7406\u7cfb\u7edf\u4f9d\u8d56\u4e8e\u8106\u5f31\u7684\u6570\u636e\u70b9\uff0c\u8fd9\u4e9b\u6570\u636e\u70b9\u5728\u73b0\u5b9e\u6761\u4ef6\u4e0b\u6781\u6613\u5931\u6548\u3002\u7f3a\u5931\u8bbe\u5907 ID\u3001\u9519\u8bef\u7684\u5361\u8f66\u7f16\u53f7\u6216\u540c\u4e00\u8bbe\u65bd\u5185\u6709\u591a\u8f86\u5361\u8f66\uff0c\u90fd\u4f1a\u5bfc\u81f4\u6574\u4e2a\u5339\u914d\u903b\u8f91\u5d29\u6e83\u3002   <\/p>\n\n<p><strong>\u667a\u80fd\u5361\u8f66\u5339\u914d (ITM) 2.0<\/strong> \u4ee5\u4e0d\u540c\u7684\u65b9\u5f0f\u89e3\u51b3\u4e86\u8fd9\u4e00\u95ee\u9898\u3002 <\/p>\n\n<p><\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-is-itm-2-0-nbsp\"><strong>\u4ec0\u4e48\u662f ITM 2.0\uff1f<\/strong> <\/h2>\n\n<p>\u53ef\u4ee5\u5c06 ITM 2.0 \u89c6\u4e3a\u4e00\u79cd\u66f4\u667a\u80fd\u7684\u8fd0\u8f93\u8fd0\u8425\u65b9\u5f0f\uff0c\u5373\u4f7f\u5728\u8f93\u5165\u4fe1\u606f\u4e0d\u5b8c\u6574\u6216\u6df7\u4e71\u7684\u60c5\u51b5\u4e0b\uff0c\u5b83\u4e5f\u80fd\u505a\u51fa\u53ef\u9760\u7684\u51b3\u7b56\u3002 <\/p>\n\n<p>ITM 2.0 \u7684\u6838\u5fc3\u65e8\u5728\u6539\u8fdb\u73b0\u4ee3\u6267\u884c\u7684\u4e00\u4e2a\u5173\u952e\u57fa\u7840\uff1a\u5373\u4f7f\u5728\u7f3a\u5c11\u6216\u9519\u8bef\u63d0\u4f9b\u5361\u8f66 ID \u6216\u8bbe\u5907 ID \u7b49\u5e38\u89c4\u6807\u8bc6\u7b26\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u80fd\u5c06\u5b9e\u65f6\u4f4d\u7f6e\u4fe1\u53f7\uff08\u6216 GPS \u4e52\u6d4b\u4fe1\u53f7\uff09\u8fde\u63a5\u5230\u6b63\u786e\u7684\u8d27\u7269\u4e0a\u3002 <\/p>\n\n<p>ITM 2.0 \u4e0d\u518d\u4f9d\u8d56\u5355\u4e00\u7684\u8106\u5f31\u6570\u636e\u70b9\uff08\u4f8b\u5982\u5361\u8f66\u662f\u5426\u5728\u53d6\u8d27\u70b9\u7684\u7279\u5b9a\u8ddd\u79bb\u5185\uff09\uff0c\u800c\u662f\u6574\u5408\u4e86\u591a\u4e2a\u4fe1\u53f7\u3002\u8fd9\u4e9b\u4fe1\u53f7\u5305\u62ec\u8def\u7ebf\u884c\u4e3a\u3001\u65f6\u95f4\u5b89\u6392\u548c\u5386\u53f2\u6a21\u5f0f\uff0c\u5e76\u968f\u7740\u65b0\u4fe1\u606f\u7684\u5230\u8fbe\u4e0d\u65ad\u4f18\u5316\u51b3\u7b56\u3002\u8fd9\u4e9b\u6574\u7406\u540e\u7684\u5b9e\u65f6\u548c\u5386\u53f2\u4fe1\u53f7\u968f\u540e\u88ab\u8f93\u5165\u5230\u673a\u5668\u5b66\u4e60\u6a21\u578b\u4e2d\uff0c\u4ee5\u6301\u7eed\u3001\u5b9e\u65f6\u7684\u51c6\u786e\u6027\u5c06\u5361\u8f66\u4e0e\u8d27\u7269\u8fdb\u884c\u5339\u914d\u3002   <\/p>\n\n<p>\u7b80\u800c\u8a00\u4e4b\uff0c\u5b83\u5c06\u8fd0\u8f93\u89c6\u4e3a\u4e00\u4e2a\u52a8\u6001\u7cfb\u7edf\uff0c\u800c\u975e\u9759\u6001\u8ba1\u5212\u3002 <\/p>\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"936\" height=\"577\" src=\"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-2.png\" alt=\"\" class=\"wp-image-75494\" srcset=\"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-2.png 936w, https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-2-300x185.png 300w, https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-2-768x473.png 768w\" sizes=\"auto, (max-width: 936px) 100vw, 936px\" \/><\/figure>\n\n<p><\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-why-itm-2-0-is-different-from-traditional-approaches-nbsp\"><strong>\u4e3a\u4ec0\u4e48 ITM 2.0 \u4e0e\u4f20\u7edf\u65b9\u6cd5\u4e0d\u540c<\/strong> <\/h2>\n\n<h6 class=\"wp-block-heading\" id=\"h-1-it-does-not-depend-on-perfect-data-to-work-nbsp\"><strong>1) \u5b83\u4e0d\u4f9d\u8d56\u5b8c\u7f8e\u7684\u6570\u636e\u5373\u53ef\u8fd0\u884c<\/strong> <\/h6>\n\n<p>\u5728\u8bb8\u591a\u8fd0\u8425\u4e2d\uff0c\u6807\u8bc6\u7b26\u4f1a\u56e0\u8bbe\u5907\u95ee\u9898\u3001\u6570\u636e\u4e22\u5931\u6216\u624b\u52a8\u8f93\u5165\u9519\u8bef\u800c\u4e22\u5931\u3002\u4e00\u65e6\u53d1\u751f\u8fd9\u79cd\u60c5\u51b5\uff0c\u4f20\u7edf\u7684\u5339\u914d\u903b\u8f91\u5c31\u4f1a\u74e6\u89e3\u3002  <\/p>\n\n<p>ITM 2.0 \u4e3a\u73b0\u5b9e\u73af\u5883\u800c\u751f\u3002\u5b83\u5e76\u4e0d\u5047\u8bbe\u6570\u636e\u662f\u5e72\u51c0\u7684\uff0c\u800c\u662f\u5047\u8bbe\u60c5\u51b5\u76f8\u53cd\uff0c\u5e76\u4f9d\u7136\u80fd\u627e\u5230\u5b9e\u73b0\u53ef\u9760\u53ef\u89c1\u6027\u7684\u8def\u5f84\u3002  <\/p>\n\n<h6 class=\"wp-block-heading\" id=\"h-2-nbsp-it-nbsp-tracks-behavior-beyond-pickup-nbsp\"><strong>2) \u5b83\u8ffd\u8e2a\u53d6\u8d27\u540e\u7684\u884c\u4e3a<\/strong> <\/h6>\n\n<p>\u65e9\u671f\u7684\u5339\u914d\u65b9\u6cd5\u5f80\u5f80\u8fc7\u5ea6\u5f3a\u8c03\u53d6\u8d27\u8ddd\u79bb\u548c\u9884\u7ea6\u65f6\u95f4\u6233\u3002\u5f53\u4e00\u4e2a\u8bbe\u65bd\u53ea\u6709\u4e00\u8f86\u53ef\u80fd\u7684\u5361\u8f66\u65f6\uff0c\u8fd9\u79cd\u65b9\u6cd5\u53ef\u80fd\u594f\u6548\u3002\u4f46\u5f53\u591a\u8f86\u5361\u8f66\u4ece\u540c\u4e00\u4e2a\u53d6\u8d27\u70b9\u51fa\u53d1\u65f6\uff0c\u8fd9\u4e9b\u65b9\u6cd5\u5c31\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\uff0c\u5c24\u5176\u662f\u5f53\u5361\u8f66\u5728\u8def\u4e0a\u5206\u9053\u626c\u9573\u540e\u3002   <\/p>\n\n<p>ITM 2.0 \u5f15\u5165\u4e86\u5728\u9014\u60c5\u62a5\u3002\u5b83\u53ef\u4ee5\u5c06\u5361\u8f66\u968f\u65f6\u95f4\u53d8\u5316\u7684\u8fd0\u52a8\u8f68\u8ff9\u4e0e\u8be5\u8def\u6bb5\u7684\u5178\u578b\u60c5\u51b5\u8fdb\u884c\u6bd4\u8f83\uff0c\u4ece\u800c\u5e2e\u52a9\u533a\u5206\u90a3\u4e9b\u8d77\u70b9\u76f8\u4f3c\u4f46\u524d\u5f80\u4e0d\u540c\u76ee\u7684\u5730\u7684\u5361\u8f66\u3002  <\/p>\n\n<h6 class=\"wp-block-heading\" id=\"h-3-it-learns-from-nbsp-historical-lane-patterns-nbsp\"><strong>3) \u5b83\u4ece<\/strong> <strong>\u5386\u53f2\u8def\u6bb5\u6a21\u5f0f<\/strong>\u4e2d\u5b66\u4e60 <\/h6>\n\n<p>\u8d27\u8fd0\u5e76\u975e\u76f4\u7ebf\u884c\u9a76\u3002\u5373\u4f7f\u5728\u76f8\u540c\u7684\u8d77\u70b9\u548c\u7ec8\u70b9\u4e4b\u95f4\uff0c\u6839\u636e\u4ea4\u901a\u3001\u5929\u6c14\u3001\u6cd5\u89c4\u548c\u9a7e\u9a76\u5458\u504f\u597d\uff0c\u4e5f\u53ef\u80fd\u5b58\u5728\u591a\u6761\u5e38\u7528\u8def\u7ebf\u3002ITM 2.0 \u901a\u8fc7\u4f7f\u7528\u5386\u53f2\u8def\u6bb5\u8fd0\u52a8\u6a21\u5f0f\u6765\u7406\u89e3\u4ec0\u4e48\u662f\u201c\u6b63\u5e38\u201d\u60c5\u51b5\uff0c\u5e76\u8bc6\u522b\u5019\u9009\u5361\u8f66\u4f55\u65f6\u4e0d\u7b26\u5408\u7279\u5f81\uff0c\u4ece\u800c\u517c\u987e\u4e86\u8fd9\u4e00\u73b0\u5b9e\u3002   <\/p>\n\n<p>\u4e00\u4e2a\u5f62\u8c61\u7684\u6bd4\u55bb\u662f\u8bc6\u522b\u901a\u52e4\u8def\u7ebf\u3002\u5982\u679c\u60a8\u5df2\u7ecf\u5f80\u8fd4\u8fc7\u4e00\u767e\u6b21\uff0c\u60a8\u901a\u5e38\u53ef\u4ee5\u5224\u65ad\u67d0\u4eba\u662f\u524d\u5f80\u60a8\u7684\u529e\u516c\u5ba4\uff0c\u8fd8\u662f\u53ea\u662f\u521a\u5f00\u59cb\u65b9\u5411\u4e00\u81f4\uff0c\u7a0d\u540e\u5c31\u4f1a\u8f6c\u5f2f\u79bb\u5f00\u3002  <\/p>\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"592\" height=\"498\" src=\"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-3.png\" alt=\"\" class=\"wp-image-75495\" style=\"width:592px;height:auto\" srcset=\"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-3.png 592w, https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/image-3-300x252.png 300w\" sizes=\"auto, (max-width: 592px) 100vw, 592px\" \/><figcaption class=\"wp-element-caption\"><em>\u4f7f\u7528 ping2hex \u5c06 GPS \u4fe1\u53f7\u6620\u5c04\u5230\u516d\u8fb9\u5f62\u7f51\u683c (hexcells)<\/em> <\/figcaption><\/figure>\n\n<h6 class=\"wp-block-heading\" id=\"h-4-it-builds-confidence-over-time-and-knows-when-not-to-guess\">4) \u5b83\u968f\u65f6\u95f4\u5efa\u7acb\u4fe1\u5fc3\uff0c\u5e76\u77e5\u9053\u4f55\u65f6\u4e0d\u8be5\u731c\u6d4b <\/h6>\n\n<p>ITM 2.0 \u6700\u5b9e\u7528\u7684\u529f\u80fd\u4e4b\u4e00\u662f\u5b83\u4e0d\u4f1a\u8fc7\u65e9\u5f3a\u884c\u505a\u51fa\u51b3\u5b9a\u3002\u968f\u7740\u66f4\u591a\u4e52\u6d4b\u4fe1\u53f7\u7684\u8fdb\u5165\uff0c\u7cfb\u7edf\u53ef\u4ee5\u63d0\u9ad8\u7f6e\u4fe1\u5ea6\uff0c\u7c7b\u4f3c\u4e8e\u968f\u7740\u50cf\u7d20\u52a0\u8f7d\u56fe\u50cf\u53d8\u5f97\u66f4\u52a0\u6e05\u6670\u3002  <\/p>\n\n<p>\u540c\u6837\u91cd\u8981\u7684\u662f\uff0c\u5b83\u8bbe\u6709\u9632\u62a4\u680f\u3002\u5982\u679c\u7f6e\u4fe1\u5ea6\u4e0d\u591f\u9ad8\uff0c\u5b83\u53ef\u4ee5\u63a8\u8fdf\u5206\u914d\uff0c\u800c\u4e0d\u662f\u5192\u7740\u9519\u8bef\u5339\u914d\u7684\u98ce\u9669\u3002\u5728\u8fd0\u8f93\u9886\u57df\uff0c\u9519\u8bef\u7684\u5339\u914d\u901a\u5e38\u6bd4\u6ca1\u6709\u5339\u914d\u66f4\u7cdf\u7cd5\u3002   <\/p>\n\n<p><\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-what-this-means-for-your-operations-nbsp-nbsp\"><strong>\u8fd9\u5bf9\u60a8\u7684\u8fd0\u8425\u610f\u5473\u7740\u4ec0\u4e48 <\/strong> <\/h2>\n\n<h6 class=\"wp-block-heading\" id=\"h-shippers-get-reliable-visibility-with-nbsp-fewer-blind-spots-nbsp-and-nbsp-faster-action-nbsp\"><strong>\u6258\u8fd0\u4eba\u83b7\u5f97\u53ef\u9760\u7684\u53ef\u89c1\u6027\uff0c\u76f2\u70b9\u66f4\u5c11\uff0c\u884c\u52a8\u66f4\u5feb<\/strong> <\/h6>\n\n<p>\u5f53\u8d27\u7269\u80fd\u591f\u53ef\u9760\u5730\u4e0e\u6b63\u786e\u7684\u5361\u8f66\u5339\u914d\u65f6\uff0c\u53ef\u89c1\u6027\u5c31\u53d8\u5f97\u503c\u5f97\u4fe1\u8d56\uff0c\u800c\u4e0d\u518d\u662f\u201c\u5c3d\u529b\u800c\u4e3a\u201d\u3002 <\/p>\n\n<p>\u8fd9\u6539\u8fdb\u4e86\u8ffd\u8e2a\u3001\u9884\u8ba1\u5230\u8fbe\u65f6\u95f4\u548c\u5f02\u5e38\u7ba1\u7406\u7b49\u57fa\u7840\u5de5\u4f5c\u3002\u66f4\u5927\u7684\u5f71\u54cd\u5728\u4e8e\u8fd0\u8425\u5c42\u9762\u3002\u56e2\u961f\u53ef\u4ee5\u505c\u6b62\u8ffd\u95ee\u66f4\u65b0\uff0c\u8f6c\u800c\u66f4\u65e9\u5730\u505a\u51fa\u51b3\u7b56\uff0c\u65e0\u8bba\u662f\u91cd\u65b0\u89c4\u5212\u8def\u7ebf\u3001\u8c03\u6574\u7801\u5934\u8ba1\u5212\u3001\u901a\u77e5\u5ba2\u6237\uff0c\u8fd8\u662f\u4ee5\u66f4\u9ad8\u7684\u4fe1\u5fc3\u91cd\u65b0\u5206\u914d\u5e93\u5b58\u3002   <\/p>\n\n<h6 class=\"wp-block-heading\" id=\"h-carriers-reduce-operational-friction-nbsp\"><strong>\u627f\u8fd0\u4eba\u51cf\u5c11\u8fd0\u8425\u6469\u64e6<\/strong> <\/h6>\n\n<p>\u66f4\u597d\u7684\u5339\u914d\u51cf\u5c11\u4e86\u5f53\u7cfb\u7edf\u8bef\u8bc6\u522b\u5361\u8f66\u6216\u4e22\u5931\u8ffd\u8e2a\u65f6\u4ea7\u751f\u7684\u8fd0\u8425\u6469\u64e6\u3002\u5b83\u8fd8\u652f\u6301\u66f4\u51c6\u786e\u7684\u9884\u7ea6\u9075\u5b88\u60c5\u51b5\u76d1\u6d4b\uff0c\u8fd9\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u5b83\u4f1a\u5f71\u54cd\u5927\u95e8\u62e5\u5835\u3001\u7b49\u5f85\u65f6\u95f4\u548c\u5229\u7528\u7387\u3002  <\/p>\n\n<h6 class=\"wp-block-heading\" id=\"h-the-hardest-scenarios-become-manageable-nbsp\"><strong>\u6700\u68d8\u624b\u7684\u573a\u666f\u53d8\u5f97\u53ef\u63a7<\/strong> <\/h6>\n\n<p>\u8fd0\u8f93\u4e2d\u6700\u68d8\u624b\u7684\u573a\u666f\u5f80\u5f80\u662f\u90a3\u4e9b\u4ea7\u751f\u6700\u591a\u6df7\u4e71\u7684\u573a\u666f\uff1a <\/p>\n\n<p>\u591a\u8f86\u5361\u8f66\u5728\u540c\u4e00\u65f6\u95f4\u5de6\u53f3\u79bb\u5f00\u540c\u4e00\u4e2a\u53d6\u8d27\u70b9 <\/p>\n\n<p>\u5361\u8f66\u6700\u521d\u5171\u7528\u4e00\u6761\u8def\u7ebf\uff0c\u968f\u540e\u5206\u5f00 <\/p>\n\n<p>\u5730\u56fe\u5b9a\u4f4d\u504f\u5dee\u8fbe\u6570\u767e\u7c73\u7684\u4ed3\u5e93 <\/p>\n\n<p>ITM 2.0 \u65e8\u5728\u5904\u7406\u8fd9\u4e9b\u9ad8\u5ea6\u6a21\u7cca\u7684\u60c5\u51b5\u3002\u5373\u4f7f\u5728\u660e\u663e\u7684\u5339\u914d\u89c4\u5219\u5931\u6548\u65f6\uff0c\u5b83\u4e5f\u80fd\u5229\u7528\u8def\u7ebf\u884c\u4e3a\u548c\u65f6\u95f4\u4fe1\u53f7\u505a\u51fa\u6b63\u786e\u9009\u62e9\u3002  <\/p>\n\n<p>\u8fd9\u5e76\u975e\u7406\u8bba\u3002\u5728\u5927\u89c4\u6a21\u8bc4\u4f30\u4e2d\uff0c\u4e0e\u57fa\u4e8e\u89c4\u5219\u7684\u65b9\u6cd5\u76f8\u6bd4\uff0cITM 2.0 \u63d0\u9ad8\u4e86\u5339\u914d\u7cbe\u5ea6\u548c\u8986\u76d6\u8303\u56f4\u3002\u7ed3\u679c\u663e\u793a\uff0c\u5317\u7f8e\u5730\u533a\u83b7\u5f97\u4e86\u663e\u8457\u63d0\u5347\uff0c\u6b27\u76df\u5730\u533a\u4e5f\u53d6\u5f97\u4e86\u5b9e\u8d28\u6027\u8fdb\u5c55\uff0c\u5730\u533a\u5dee\u5f02\u4e3b\u8981\u7531\u6570\u636e\u91cf\u548c\u884c\u4e3a\u6a21\u5f0f\u9a71\u52a8\u3002   <\/p>\n\n<p><\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-why-this-matters-for-the-future-of-nbsp-logistics-nbsp\"><strong>\u4e3a\u4ec0\u4e48\u8fd9\u5bf9\u7269\u6d41\u7684\u672a\u6765\u81f3\u5173\u91cd\u8981<\/strong> <\/h2>\n\n<p>\u8fd0\u8f93\u7ba1\u7406\u6b63\u5728\u4ece\u201c\u8ba1\u5212\u4e0e\u53cd\u5e94\u201d\u8f6c\u5411\u6301\u7eed\u7684\u201c\u611f\u77e5\u3001\u51b3\u7b56\u4e0e\u6267\u884c\u201d\u3002 <\/p>\n\n<p>\u8fd9\u79cd\u8f6c\u53d8\u9700\u8981\u7684\u4e0d\u4ec5\u4ec5\u662f\u4eea\u8868\u677f\u3002\u5b83\u9700\u8981\u80fd\u591f\u89e3\u91ca\u4e0d\u5b8c\u7f8e\u4fe1\u53f7\u3001\u968f\u6761\u4ef6\u53d8\u5316\u800c\u8c03\u6574\uff0c\u5e76\u505a\u51fa\u65e2\u5feb\u901f\u53c8\u53ef\u9760\u51b3\u7b56\u7684\u7cfb\u7edf\u3002  <\/p>\n\n<p>\u8fd9\u6b63\u662f ITM 2.0 \u6307\u5f15\u7684\u65b9\u5411\u3002\u5b83\u4e0d\u4ec5\u662f\u81ea\u52a8\u5316\uff0c\u66f4\u662f\u667a\u80fd\u6267\u884c\uff0c\u7cfb\u7edf\u901a\u8fc7\u53ef\u9760\u5730\u7406\u89e3\u5f53\u524d\u53d1\u751f\u7684\u60c5\u51b5\uff0c\u5e2e\u52a9\u56e2\u961f\u51b3\u5b9a\u4e0b\u4e00\u6b65\u8be5\u505a\u4ec0\u4e48\u3002  <\/p>\n\n<p>\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u7684\u7ec4\u7ec7\u503e\u5411\u4e8e AI \u9a71\u52a8\u7684\u6267\u884c\uff0c\u57fa\u7840\u81f3\u5173\u91cd\u8981\u3002\u60a8\u65e0\u6cd5\u4f18\u5316\u60a8\u770b\u4e0d\u89c1\u7684\u4e1c\u897f\u3002\u60a8\u65e0\u6cd5\u534f\u8c03\u60a8\u65e0\u6cd5\u53ef\u9760\u8fde\u63a5\u7684\u4e1c\u897f\u3002\u6b63\u786e\u5904\u7406\u5361\u8f66\u4e0e\u8d27\u7269\u7684\u5173\u8054\u662f\u90a3\u4e9b\u770b\u4f3c\u5e73\u51e1\u5374\u80fd\u5f00\u542f\u4e00\u5207\u53ef\u80fd\u7684\u95ee\u9898\u4e4b\u4e00\u3002    <\/p>\n\n<p><\/p>\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion-itm-2-0-is-how-transportation-management-gets-smarter-without-needing-perfect-conditions-nbsp\"><strong>\u7ed3\u8bba\uff1aITM 2.0 \u8ba9\u8fd0\u8f93\u7ba1\u7406\u5728\u65e0\u9700\u5b8c\u7f8e\u6761\u4ef6\u7684\u60c5\u51b5\u4e0b\u53d8\u5f97\u66f4\u667a\u80fd<\/strong> <\/h2>\n\n<p>ITM 2.0 \u4ee3\u8868\u4e86\u8fd0\u8f93\u7ba1\u7406\u7684\u4e00\u6b21\u91cd\u8981\u6f14\u8fdb\uff0c\u56e0\u4e3a\u5b83\u56f4\u7ed5\u7269\u6d41\u7684\u5b9e\u9645\u8fd0\u4f5c\u65b9\u5f0f\u800c\u6784\u5efa\u3002\u6807\u8bc6\u7b26\u4f1a\u4e22\u5931\uff0c\u4f4d\u7f6e\u6570\u636e\u5b58\u5728\u566a\u58f0\uff0c\u5b58\u5728\u591a\u4e2a\u5019\u9009\u5bf9\u8c61\uff0c\u4e14\u60c5\u51b5\u4e0d\u65ad\u53d8\u5316\u3002  <\/p>\n\n<p>\u901a\u8fc7\u5c06\u5b9e\u65f6\u8fd0\u52a8\u4fe1\u53f7\u4e0e\u8def\u6bb5\u60c5\u62a5\u53ca\u57fa\u4e8e\u7f6e\u4fe1\u5ea6\u7684\u51b3\u7b56\u76f8\u7ed3\u5408\uff0cITM 2.0 \u63d0\u4f9b\u4e86\u8fd0\u8f93\u56e2\u961f\u6700\u9700\u8981\u7684\u4e1c\u897f\uff1a\u53ef\u9760\u7684\u53ef\u89c1\u6027\uff0c\u4ece\u800c\u5e26\u6765\u66f4\u597d\u7684\u51b3\u7b56\u548c\u66f4\u5c11\u7684\u610f\u5916\u3002 <\/p>\n\n<p>\u8fd9\u5c31\u662f\u884c\u52a8\u4e2d\u7684\u8fd0\u8f93\u667a\u80fd\u3002\u8fd9\u4e5f\u662f Project44 \u7ee7\u7eed\u4fdd\u6301\u9886\u5148\u5730\u4f4d\u7684\u5730\u65b9\uff0c\u5c06\u5b9e\u65f6\u6570\u636e\u8f6c\u5316\u4e3a\u73b0\u4ee3\u4f9b\u5e94\u94fe\u7684\u73b0\u5b9e\u6210\u679c\u3002  <\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u8c61\u4e00\u4e0b\uff1a\u4e00\u6279\u8d27\u7269\u51c6\u65f6\u79bb\u5f00\u7801\u5934\uff0c\u4f46\u4e24\u5c0f\u65f6\u540e\uff0c\u60a8\u7684\u8ffd\u8e2a\u663e\u793a\u5b83\u4ecd&#8230;<\/p>\n","protected":false},"author":77,"featured_media":76462,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[468],"tags":[],"blog_type":[],"class_list":["post-76458","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-468"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002 | project44<\/title>\n<meta name=\"description\" content=\"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002\" \/>\n<meta property=\"og:description\" content=\"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/\" \/>\n<meta property=\"og:site_name\" content=\"project44\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/project44Visibility\" \/>\n<meta property=\"article:published_time\" content=\"2026-01-12T14:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-02-24T10:07:39+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Evamarie Joubert\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@freightpipes\" \/>\n<meta name=\"twitter:site\" content=\"@freightpipes\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Evamarie Joubert\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/\"},\"author\":{\"name\":\"Evamarie Joubert\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#\\\/schema\\\/person\\\/f6c00e9b5099fb094711ef65d446534a\"},\"headline\":\"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002\",\"datePublished\":\"2026-01-12T14:00:00+00:00\",\"dateModified\":\"2026-02-24T10:07:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/\"},\"wordCount\":27,\"publisher\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg\",\"articleSection\":[\"\u6258\u8fd0\u4eba\"],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/\",\"url\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/\",\"name\":\"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002 | project44\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg\",\"datePublished\":\"2026-01-12T14:00:00+00:00\",\"dateModified\":\"2026-02-24T10:07:39+00:00\",\"description\":\"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg\",\"contentUrl\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg\",\"width\":2560,\"height\":1707},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#website\",\"url\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/\",\"name\":\"project44\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#organization\",\"name\":\"project44\",\"url\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/www.project44.com\\\/wp-content\\\/uploads\\\/2024\\\/01\\\/logo.svg\",\"width\":213,\"height\":73,\"caption\":\"project44\"},\"image\":{\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/project44Visibility\",\"https:\\\/\\\/x.com\\\/freightpipes\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/project-44\",\"https:\\\/\\\/www.instagram.com\\\/project44global\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/#\\\/schema\\\/person\\\/f6c00e9b5099fb094711ef65d446534a\",\"name\":\"Evamarie Joubert\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g\",\"caption\":\"Evamarie Joubert\"},\"url\":\"https:\\\/\\\/www.project44.com\\\/zh-hans\\\/blog\\\/author\\\/ejoubert\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002 | project44","description":"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/","og_locale":"zh_CN","og_type":"article","og_title":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002","og_description":"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002","og_url":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/","og_site_name":"project44","article_publisher":"https:\/\/www.facebook.com\/project44Visibility","article_published_time":"2026-01-12T14:00:00+00:00","article_modified_time":"2026-02-24T10:07:39+00:00","og_image":[{"width":2560,"height":1707,"url":"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg","type":"image\/jpeg"}],"author":"Evamarie Joubert","twitter_card":"summary_large_image","twitter_creator":"@freightpipes","twitter_site":"@freightpipes","twitter_misc":{"\u4f5c\u8005":"Evamarie Joubert"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#article","isPartOf":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/"},"author":{"name":"Evamarie Joubert","@id":"https:\/\/www.project44.com\/zh-hans\/#\/schema\/person\/f6c00e9b5099fb094711ef65d446534a"},"headline":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002","datePublished":"2026-01-12T14:00:00+00:00","dateModified":"2026-02-24T10:07:39+00:00","mainEntityOfPage":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/"},"wordCount":27,"publisher":{"@id":"https:\/\/www.project44.com\/zh-hans\/#organization"},"image":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#primaryimage"},"thumbnailUrl":"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg","articleSection":["\u6258\u8fd0\u4eba"],"inLanguage":"zh-Hans"},{"@type":"WebPage","@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/","url":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/","name":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002 | project44","isPartOf":{"@id":"https:\/\/www.project44.com\/zh-hans\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#primaryimage"},"image":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#primaryimage"},"thumbnailUrl":"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg","datePublished":"2026-01-12T14:00:00+00:00","dateModified":"2026-02-24T10:07:39+00:00","description":"\u4e86\u89e3 ITM 2.0 \u5982\u4f55\u63d0\u9ad8\u8fd0\u8f93\u53ef\u89c1\u6027\u3001\u51cf\u5c11\u76f2\u70b9\uff0c\u5e76\u5e2e\u52a9\u56e2\u961f\u5728\u5f53\u4eca\u590d\u6742\u7684\u4f9b\u5e94\u94fe\u4e2d\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002","breadcrumb":{"@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#primaryimage","url":"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg","contentUrl":"https:\/\/www.project44.com\/wp-content\/uploads\/2026\/01\/christopher-ott-hCTH7zrEApQ-unsplash-scaled.jpg","width":2560,"height":1707},{"@type":"BreadcrumbList","@id":"https:\/\/www.project44.com\/zh-hans\/blog\/transportation-management-has-a-visbility-problem-and-its-costing-you-more-than-you-think\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.project44.com\/zh-hans\/"},{"@type":"ListItem","position":2,"name":"\u8fd0\u8f93\u7ba1\u7406\u5b58\u5728\u53ef\u89c1\u6027\u95ee\u9898\uff0c\u800c\u8fd9\u7ed9\u60a8\u5e26\u6765\u7684\u635f\u5931\u6bd4\u60a8\u60f3\u8c61\u7684\u8981\u591a\u3002"}]},{"@type":"WebSite","@id":"https:\/\/www.project44.com\/zh-hans\/#website","url":"https:\/\/www.project44.com\/zh-hans\/","name":"project44","description":"","publisher":{"@id":"https:\/\/www.project44.com\/zh-hans\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.project44.com\/zh-hans\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Organization","@id":"https:\/\/www.project44.com\/zh-hans\/#organization","name":"project44","url":"https:\/\/www.project44.com\/zh-hans\/","logo":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.project44.com\/zh-hans\/#\/schema\/logo\/image\/","url":"https:\/\/www.project44.com\/wp-content\/uploads\/2024\/01\/logo.svg","contentUrl":"https:\/\/www.project44.com\/wp-content\/uploads\/2024\/01\/logo.svg","width":213,"height":73,"caption":"project44"},"image":{"@id":"https:\/\/www.project44.com\/zh-hans\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/project44Visibility","https:\/\/x.com\/freightpipes","https:\/\/www.linkedin.com\/company\/project-44","https:\/\/www.instagram.com\/project44global"]},{"@type":"Person","@id":"https:\/\/www.project44.com\/zh-hans\/#\/schema\/person\/f6c00e9b5099fb094711ef65d446534a","name":"Evamarie Joubert","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/secure.gravatar.com\/avatar\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/24bca9a9a9ddc74057eba8cb1a4b2dfac2b96f80cb3ed58588b2076c64804fcb?s=96&d=mm&r=g","caption":"Evamarie Joubert"},"url":"https:\/\/www.project44.com\/zh-hans\/blog\/author\/ejoubert\/"}]}},"_links":{"self":[{"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/posts\/76458","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/users\/77"}],"replies":[{"embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=76458"}],"version-history":[{"count":2,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/posts\/76458\/revisions"}],"predecessor-version":[{"id":76464,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/posts\/76458\/revisions\/76464"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/media\/76462"}],"wp:attachment":[{"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=76458"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=76458"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=76458"},{"taxonomy":"blog_type","embeddable":true,"href":"https:\/\/www.project44.com\/zh-hans\/wp-json\/wp\/v2\/blog_type?post=76458"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}