
Why AI logistics software fails: bad container data, not bad models
Gnosis Freight CRO says most AI pilots in supply chain fall apart in production because shippers skip the data foundation and go straight to the model. One…
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Gnosis Freight CRO says most AI pilots in supply chain fall apart in production because shippers skip the data foundation and go straight to the model. One…

ATRI's 2024 study shows detention occurs on nearly 40% of all stops, 56% for reefer loads. The industry loses 135 million hours a year, and most fleets collect…

ATRI data shows 39% of drivers hit detention delays, but less than half of billed claims get paid: leaving owner-operators to eat the cost in lost hours and…
Narrow lanes and shifting barriers in construction zones leave professional drivers with almost no margin for error when pulling full-length trailers.