How AI-ready is your battery lab?

No AI

We do not use AI for lab work.

Chat with bots

People ask ChatGPT or Claude general questions. No lab-specific context.

Artifacts with ad-hoc context

People paste in data or results and ask AI to analyze or draft. Useful, but context is loaded manually every time.

Full context system

AI agents operate against structured, persistent data. They query your cell database, compare fits, and update records automatically.