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#unbilled-charges

(1 articles)
Technology & Innovation
ModerateOct 16, 2026

AI Won't Fix Forwarder Margins Without Better Data and Processes

Freight forwarders cannot expect artificial intelligence to solve margin erosion problems without first addressing foundational data quality and process issues, according to industry leaders Metro Shi

The Loadstar#ai-in-logistics#margin-erosion#data-quality

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