Niobia builds chatbot to explain battery and chip defects

San Francisco-based Niobia, a Startup Battlefield finalist at TechCrunch Disrupt 2026, built AI software to flag production defects in battery and chip manufacturing and let engineers ask a chatbot what caused them.