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NEWS & PERSPECTIVES
A closer look.
A wider perspective.
Ideas, engineering, and updates from the work behind global trade.
5 articles
Teaching AI to read logistics paperwork
What real shipment evaluations teach us about document layout, model choice, context size, and reliable measurement.
Read articleJev vs frontier LLMs on thousands of real shipments
Comparing accuracy, cost, and speed on 1,222 real import shipments.
Read articleCBP Refund Delays, the Lord Declaration
A dated look at the operational challenges around IEEPA duty refunds.
Read articleThe IEEPA Refund Wave: Navigating changes
The policy changes and recovery workflows facing customs teams in March 2026.
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Introducing Amari: the AI workforce helping US customs brokers navigate global trade chaos
Our founding story, early customers, and the work behind global trade.
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