NERNST: The Immune System
for EV Fleets.
Prevent Lithium Plating in real-time. Unlock 30% faster charging with Physics-Informed AI.
The Paradox
The Fast Charging Dilemma
The Problem
Hidden Capacity
Battery warranties force you to charge slowly to avoid plating. We unlock that hidden speed safely. Fast charging creates lithium plating—microscopic metal deposits that reduce capacity and create fire risk.
The Solution
The NERNST Advantage
We detect the electrochemical signature of lithium plating before damage occurs. Our Physics-Informed AI adjusts charging in real-time, allowing you to charge 30% faster without compromising battery health.
How It Works
Nernst Systems: Real-Time Monitoring

Differential Analysis
We calculate the dQ/dV derivative in real-time to isolate the 'Ghost Peak' signature of Lithium Plating. Our algorithms detect microscopic voltage fluctuations that indicate plating formation.
Predict Anomaly
Our Physics-Informed AI compares real-time patterns against a library of 'Degradation Signatures,' providing 3-5 minute advance warning before irreversible damage occurs.
Adaptive Control
Automated API triggers 'Soft Throttling' to reduce current instantly, neutralizing risk while maintaining optimal charging speed. Zero human intervention required.
The Value
Buy Software, Not Batteries
Deployment Strategy
From Simulation to Fleet-Wide Immunity
Historical Simulation
Free
Send us your past charging logs. We replay them through our Nernst Engine to show exactly when plating occurred—proving our accuracy before you deploy.
- •Historical Data Analysis
Alpha Deployment
Custom Pilot Pricing
Deploy Nernst on a single fleet segment (10-50 vehicles). We run in passive mode to validate safety alerts without interrupting operations.
- •Subset Fleet Deployment
Fleet Scale
$50 / Vehicle / Year
Full enterprise rollout. Nernst actively manages charging curves for every vehicle in real-time, extending pack lifespan by 40% and eliminating thermal risks.
- •Full Fleet Integration