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Niobia AI
Material science agents that accelerate the journey from lab to high volume manufacturing
About Niobia AI
Niobia AI platform enables material engineers, researchers and process engineers multiply how much they can get done. We are the domain intelligence layer for advanced manufacturing. Unlike general-purpose chatbots or traditional ML and digital twin tools, Niobia is built on first principles by PhD electrochemists and process engineers. The platform understands cyclic voltammetry, impedance spectroscopy, dQ/dV, EIS, GITT, rate capability, and the messy reality of how those signals interact with line conditions, supplier variability, and qualification gates. Flagship product: an agentic Root Cause Analysis (RCA) agent that compresses defect diagnosis by 10 to 50 times. It normalizes data from any cycler or process tool (Arbin, Neware, BioLogic, Maccor, Bitrode, Digatron, Landt, PalmSens), reasons through failure modes, generates 8D reports, and indexes every decision so institutional knowledge stops walking out the door when engineers do. Who we serve: energy storage, semiconductors, medical devices, solar, consumer electronics, injection moulding, and extrusion. Anywhere a process line produces more data than the team can interpret. Deployment: inside your firewall. VPC, on-prem, or hybrid. BYOK encryption. Models never train on your data. SOC-2 and GDPR architecture. Your proprietary recipes, qualification decisions, and failure analysis stay yours. Live in days, not months. niobia.ai
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