An AI-based assistant described as the “world’s first” for diagnosing and repairing military systems has officially entered service on Ukraine’s frontlines.
NeoLens, a US startup with Ukrainian roots, reports that the technology is already cutting hours off maintenance for Humvees, MaxxPro MRAP vehicles, and M113 armored personnel carriers used by the Armed Forces of Ukraine (AFU).
Capable of operating offline, the system delivers detailed troubleshooting, fault detection, and guided repair procedures right at the point of use, enabling effective support even from personnel unfamiliar with the platforms.















































