Industries

    Material Science & Energy

    Long experiments, complete records

    Battery cycling, materials characterization, and environmental chambers that run for weeks, with every cycle logged, versioned, and queryable.

    Cycling and aging runs go for weeks, and a single logging dropout or an undetected drift can void a campaign nobody can afford to repeat. Data scatters across vendor exports, USB drives, and spreadsheets that disagree on which cycle failed first. When a cell degrades overnight, the question is not just what happened, but whether anyone logged it in time to trust the result.

    Weeks-long runs, watched.

    Daemons log at the edge while runs go for weeks, live dashboards show the whole campaign, not just the latest point.

    Drift you can see.

    Live dashboards across channels and chambers make slow degradation visible before it costs a sample.

    Datasets that outlive the postdoc.

    Versioned, governed data with lineage, the next cohort builds on results instead of re-measuring them.

    Instruments we speak

    Battery cyclersPotentiostats / galvanostatsEnvironmental & thermal chambersTube furnacesDataloggersElectrochemical impedance analyzersDigital multimeters

    Connected over SCPI/VISA, Modbus, NI-DAQmx, or HTTP. Common models ship as ready-made profiles; author your own for anything we don't.

    What we automate

    01

    Weeks-long unattended cycling

    Edge daemons log continuously while cyclers and chambers run for weeks, with dashboards showing the whole campaign.

    02

    Live drift detection

    Cross-channel views surface slow degradation before it costs a cell or a sample.

    03

    Durable, versioned datasets

    Runs are logged and versioned so the next cohort builds on results instead of re-measuring them.

    Our engineers connect your cyclers, potentiostats, and chambers for weeks-long unattended runs, with continuous logging and versioned datasets that outlast any single project, so the next cohort builds on results instead of re-measuring them.

    Embedded engineers
    FDE
    Embedded engineers
    Your boundary
    On-prem
    Your boundary
    Stays system-of-record
    QC
    Stays system-of-record
    How we deploy