What it sells
Simulation software used by leading battery and automotive companies
Business model breakdown
Buyer: who owns the budget?
UnverifiedCTOs and R&D/simulation leads at battery companies.
Trigger: what makes them buy now?
Slow build-test-learn loops and teams spending most time maintaining simulation pipelines.
Workflow: what inputs become what output?
Ingest cycler data, parameterize physics models, orchestrate hundreds of simulation runs, AI agents surface changes, engineers decide in a browser.
Economics: what it saves and how it charges
Claims at FAAM: simulation lead time on pipeline upkeep fell 80% to 20%, $150K/yr direct savings, under 6 months payback. Software plus services and training.
Distribution: how it reaches customers
Demo-led (Book a demo), ROI calculator, case studies, services/training.
Funding history and coverage
| Round date | Stage | Amount | Investors | Source |
|---|---|---|---|---|
| — | Y Combinator Summer 2024 | — | Y Combinator | ycombinator.com |
Profiles summarize public reporting and company websites. Business-model notes are MaxBC's reading of that material, not confirmed facts; unknowns are left blank rather than guessed. Updated 2026-10-12.