Automotive

Solutions

Build confidence in your EVs by meeting tough safety, performance, and compliance demands with proven battery intelligence.

Automotive Solutions

Automotive Industry

Challenges

Our software suite integrates seamlessly at the edge or in the cloud – turning data into intelligence and giving you the edge in electrification.

Time-to-market pressure

OEMs face up to £15,000 per vehicle in penalties for not meeting ZEV targets. EV sales must quadruple by 2030 to comply.

Shrinking 
Margins

Automakers are offering 12% average discounts to boost EV adoption -squeezing profitability further.

Confidence Gap Remains

EV’s lose 25% more value on resale than ICE vehicles, driven by lingering concerns around battery range and lifespan.

Benefits of Using Eatron

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Built for Automotive Standards

Eatron’s team brings deep automotive expertise—delivering at pace while meeting the industry’s strict safety, quality, and compliance benchmarks.

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Addressing Consumer Confidence

Our software improves range accuracy, charging reliability, and battery health—directly tackling the concerns that slow EV adoption.

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Accelerating EV Readiness

From precise state estimation to predictive safety, our BOS suite gives OEMs the intelligence they need to scale EV platforms with confidence.

Our work with a

Leading EV OEM

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Customer Situation & Challenge

A premium automotive OEM was launching a new EV platform and needed
to minimise safety-related warranty risks—particularly the threat of thermal runaway from undetected lithium plating.

Our Solution

We integrated our patented, pre-trained lithium plating detection model into their BMS software stack. After retraining with OEM-collected vehicle data, the system was validated and readied for production.

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Our Approach

Eatron collaborated closely with the OEM’s in-house BMS team to co-develop a production-ready safety layer that could be deployed directly on their selected microcontroller.

Customer Outcome

The solution was fully integrated and validated within 18 months – enabling predictive safety diagnostics and enhancing the OEM’s battery warranty strategy.

How to
work with us

1

Talk to an Expert

Define system-level requirements for safety, range, and lifecycle optimisation.

2

Try it Out

Test Eatron’s software on your chosen hardware or dataset and see what’s possible.

3

Go Live

Deploy at production scale with full traceability and automotive-grade integration.

FAQs

Find answers to your questions about our company and services in this FAQ section.

Can you help improve SOC accuracy 
on LFP chemistries?

Yes. Our health-aware SOC models achieve <1% error across full DoD and 
temperature ranges for LFP.

Can you provide a full BMS software stack?

Absolutely. We offer a complete BMS application layer including estimation, protection, balancing, and diagnostics.

How much data is needed to calibrate 
your models?

In many cases, datasheet values are enough. For higher accuracy, we recommend 2 weeks of cell testing across representative samples.

Will your software run on my existing microcontroller?

Yes. We’ve successfully deployed on a wide range of standard automotive-grade MCUs.

Is your software available as open-source?

We offer both black-box and white-box versions, with full documentation and toolchains for calibration support.

Book a Demo

Discover how our solutions can transform your operations.