The “world’s first” AI-powered assistant for diagnosing and repairing military vehicles is now being used on Ukraine’s frontlines.
NeoLens, a US startup with Ukrainian origins, said its tool is already helping reduce maintenance time for Humvees, MaxxPro MRAPs, and M113 armored personnel carriers — all American-made systems operated by the Armed Forces of Ukraine (AFU).
Designed to function even without internet access, the platform provides step-by-step diagnostics, fault identification, and expert repair instructions directly in the field, supporting personnel even if they lack prior experience with the vehicles.

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