Niobia makes software that explains faulty batteries and chips

Niobia, a San Francisco startup and Startup Battlefield finalist at TechCrunch Disrupt 2026, makes artificial-intelligence software that spots flaws in factories building batteries and computer chips. Engineers can ask its chatbot, like a knowledgeable assistant, what went wrong and why.