Ionworks Studio is a web platform that turns battery cycler data into validated models and design sweeps for R&D teams.
Ionworks Studio is a web platform built on the PyBaMM open-source battery modeling library that turns cycler test data into validated, parameterized models and reproducible design sweeps. It ingests files from major cyclers such as Maccor, Neware, Novonix, Arbin, BioLogic, and BasyTec into a normalized system of record where every measurement stays linked to its cell, protocol, and experimental context.
The platform fits physics-based electrochemical models to experimental data, runs protocol-driven simulations, and searches the design space across electrode thickness, porosity, loading, and charging strategy. A REST API and Python SDK expose the same surface to engineers and AI agents, and the product is positioned for battery and automotive R&D teams that need structured, reproducible simulation workflows beyond a notebook.
