Ionworks GTM brain

Ionworks sells battery data and physics-based simulation software and services to battery R&D teams.

category

Battery R&D simulation software

market profile

  • text: Battery labs need to link cycler measurements, experimental context and models across build-test cycles.
  • text: Battery engineering teams choose among specialized electrochemical tools and general multiphysics platforms depending on workflow.

personas

  • title: Battery R&D director
    pains:
    • Repeated cell builds consume pilot-line capacity and delay decisions
    • Must justify modeling investment against measured improvements
  • title: Battery simulation engineer
    pains:
    • Fitting and validating electrochemical models against proprietary cell data takes specialist effort
    • Running design sweeps and sharing defensible results across teams is cumbersome
  • title: Battery lab operations manager
    pains:
    • Cycler output is scattered across vendors and shared drives
    • Tests lose their connection to cell specifications and protocols

icp

  • text: Battery cell and materials developers with in-house cyclers, experimental data and iterative design programs.
  • text: Automotive and electric aviation battery teams evaluating performance and design trade-offs for specific duty cycles.

message pillars

  • text: Shorten battery development loops by answering design questions before building.
  • text: Use existing test data to build models that can guide design decisions.
  • text: Rely on the expertise of the creators of the open-source PyBaMM battery modeling library.

objections

  • objection: Will the model predict our cells accurately enough to act on?
    response: Propose a baseline-data pilot and compare predicted candidate performance with physical builds, as illustrated by the Avrion case.
  • objection: We do not have a dedicated simulation team.
    response: Explore a supported workflow, consulting or training using the team's own data.

competitors

  • name: COMSOL
    why: General multiphysics platform used for custom battery modeling.
  • name: Gamma Technologies
    why: GT-AutoLion offers electrochemical simulation connected to vehicle and system models.
  • name: Siemens
    why: Simcenter Battery Design Studio supports cell design and broader engineering simulation.
  • name: Voltaiq
    website: https://www.voltaiq.com/about
    why: Battery intelligence and analytics platform overlaps with lab data management.

influencers

  • name: Valentin Sulzer
    url: https://www.linkedin.com/posts/valentinsulzer_today-we-are-launching-ionworks-operate-activity-7487521092694089728-X0A_
    why: Co-founder and PyBaMM creator sharing Ionworks product launches.

keywords

  • battery simulation software
  • battery cell modeling
  • PyBaMM commercial software
  • battery design optimization
  • electrochemical model parameterization
  • battery lab data management

voice

  • Technical and evidence-led
  • Collaborative
  • Practical about measurable R&D outcomes

signals

  • text: A team is expanding cell design experiments or opening a pilot line.
  • text: A battery company is investing in PyBaMM or physics-based cell modeling.

stack

  • PyBaMM
  • PyBOP

pricing

model: unknown

motion

sales_led

channels

  • SEO
  • technical community
  • case studies
  • LinkedIn

confidence

high

Founders

  • name: Valentin Sulzer
    title: Founder/CEO
    role: CEO
    bio: Created PyBaMM, the world's leading open-source battery simulation software. Now building Ionworks to make it accessible to every single battery engineer around the world. Previously PhD (Maths) at Oxford + 4 years engineering research at University of Michigan and Carnegie Mellon
  • name: Rob Timms
    title: Founder
    role: Founder
    bio: Co-Founder and CTO at Ionworks, building the modern software stack for batteries, powered by PyBaMM. Core developer of the leading open-source battery modelling package PyBaMM. Ex-Oxford mathematician.

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