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Production Defects

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Niobia debuts AI tool to diagnose battery and chip defects faster

Startup Niobia has built AI software that monitors chip and battery production lines using GPU-equipped sensors mounted on manufacturing equipment, detecting tiny defects like pinhole scratches. Engineers can then query a chatbot built on the gathered data to identify the root cause of failures, aiming to cut diagnosis time from days to minutes. Co-founders Gaurav Jha and Harveen Kaur, both chemistry PhDs with industry experience, are presenting the company as a Battlefield finalist at TechCrunch Disrupt 2026.