An AI routing engine that reduced empty-mile freight and cut fuel spend across a 4,000-vehicle fleet.
We built a real-time optimization platform combining live telematics with an ML routing engine, replacing a legacy manual dispatch process with continuous, explainable recommendations.
We embedded a cross-functional squad alongside Northwind Logistics's team, moving from discovery to a validated architecture in weeks. Delivery happened in short, test-covered iterations — every sprint produced working software the client could review, so direction stayed tight and risk stayed low.
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