A US startup, NeoLens, has deployed what it calls the world’s first AI-based maintenance assistant for military vehicles on Ukraine’s frontlines. The system helps crews rapidly diagnose issues and perform repairs on platforms like Humvees, MaxxPro MRAPs, and M113 APCs. Designed to function offline, the tool guides users through step-by-step troubleshooting and repair procedures, reducing maintenance time even for personnel with limited technical experience.

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