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FreightWaves · September 14, 2026

Aviro360 targets dwell time with automated yard inventory

Supply Chain & LogisticsOperations
THE AI ANGLE
Powering computer vision and spatial machine learning models to automate asset tracking and digital twin mapping

ConGlobal spinout Aviro360 is deploying automated yard tracking technology using computer vision and machine learning to replace manual, four-hour yard checks with one-hour counts at 99% accuracy. The system addresses critical data latency at gates and storage yards, directly targeting costly driver dwell time, lost assets, and reefer cargo spoilage across more than 80 operational sites. For logistics and operations educators, this development illustrates why high-level enterprise software investments fail when upstream physical data collection remains slow and inaccurate.

THE TEACHING ANGLE
Students can examine the operational trade-off between investing in advanced systems of record (ERP, TMS, YMS) and resolving the upstream data latency caused by manual tracking at the facility level.

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