Stealth · 2026
Physics-AI for battery R&D

Faster cell development
starts upstream.

We are building tooling for battery R&D teams that need to move from experimental measurement to validated cell models in weeks, not months. Currently in early customer development.

The problem

Battery teams run a design-build-test loop that repeats for months. Every answer needs a new physical prototype, across 6–8 disconnected tools.

6–8
fragmented tools per workflow
~€50k
per seat / year for legacy tools
2–4 wks
to model one chemistry
~12 mo
today's cell-design loop

One workspace, from spec sheet to shippable cell

Four steps replace the whole fragmented toolchain, and every value stays traceable to its source, so the EU Battery Passport audit trail is built in.

Drop in the spec: upload a requirements sheet
01

Drop in the spec

Upload a requirements sheet and targets are extracted automatically.

Frame the design: set the envelope and chemistry
02

Frame the design

Set the envelope and chemistry; the model works inside it.

Explore the options: thousands of candidates simulated
03

Explore the options

Thousands of candidates simulated; the best fits surface.

Validate and ship: a signed-off cell spec
04

Validate & ship

A signed-off spec where every line traces to its evidence.

Raw lab data → trusted model → design decision, in one tool.

Interested?
Get in touch

If you are a battery R&D engineer, researcher, or investor interested in our work, leave a note and we will get back to you.

Thanks. We will be in touch within a few working days.
Contact us
Reach out directly

Prefer email? Write to us and we will reply within a few working days.

info@batterylabai.com

Milan, Italy

Take it with you