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</html><thumbnail_url>https://corporate.nvisionglobal.com/wp-content/uploads/2021/09/tms-machine-learning.png</thumbnail_url><thumbnail_width>710</thumbnail_width><thumbnail_height>420</thumbnail_height><description>Freight comps are an important part of running a forward-looking shipping operation. Knowing how much you paid today can help you budget for tomorrow and set reasonable thresholds for renegotiating contracts. But the unprecedented events of 2020 and 2021 have thrown any semblance of a baseline out the window. Now, shippers are turning to machine learning and smart TMS software to make accurate predictions about freight comps and future costs.</description></oembed>
