Battery Expert AI: A Domain-Specific Assistant That Knows Its Physics
Most AI assistants are generalists. Ask them about Butler-Volmer kinetics, the difference between SEI growth mechanisms in NMC versus LFP, or how to interpret a GITT pulse sequence - and they will give you something plausible, occasionally correct, and impossible to trust without cross-checking. That is a fundamental problem for engineering work. A tool you cannot trust at the domain boundary is a liability, not an asset. The Battery Expert AI was built to close that gap - a domain-specific assistant that understands battery electrochemistry deeply enough to be genuinely useful, and runs entirely on-premise so that proprietary cell data and OEM specifications never leave the building. ...