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Journal Ridge

Thoughts, essays, and field notes.

2026

Why a Transportation Management System AI Changes Freight Operations

For years, freight brokerage and carrier operations have relied on spreadsheets, phone calls, and manual email checks. The process of turning a quote request into a booked load involves multiple steps that eat up time and introduce errors. A transportation management system AI addresses these pain points by automating the routine tasks that keep dispatchers and brokers from focusing on higher-value work. When I first started in logistics, the morning routine meant opening a

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