A machine control room with instrument panels and indicator lights

    Industrial & Manufacturing

    The machine ships with a manual nobody had time to write.

    A line is accepted on the customer's floor, handed over with documentation, and supported for years by people who were not there when it was built. The agent covers the whole span.

    Proof

    SEW Eurodrive

    30 system tests in CI.

    SEW-EURODRIVE built scalable system testing across its industrial software stack.

    Read the case study

    Why is this so hard to automate?

    The problem

    There is no API behind the HMI panel, the PLC vendor changes the layout between revisions, and acceptance testing happens on a customer site under time pressure with the commissioning engineer already booked for the next job.

    So what does one agent change?

    How it works

    Agentic test automation
    for every release.

    Regression on the real system, evidence for every step, and the scale to run it all, every day.

    Commissioning and QA

    Regression.

    Factory and site acceptance runs against the real panel, with the same suite on every line you build.

    Quality and compliance

    Evidence.

    Every run leaves a verdict, a screenshot and the agent's reasoning for each step, ready for review and audit.

    Test management

    Scale.

    Thousands of tests a day across variants, devices and releases, in CI, without a script to maintain.

    Industrial & Manufacturing specs

    What it drives
    • Machine HMI and operator panels
    • SCADA and line control screens
    • MES and quality systems
    • Windows-based engineering tooling
    • Vendor software with no automation interface
    Enterprise apps
    ServiceNow, SAP, Siemens Teamcenter, Citrix and VDI: regression before every upgrade, and the same tests on a schedule in production.
    What the sector requires
    • Runs offline: the shop floor is rarely on your corporate network
    • Evidence packages for factory and site acceptance
    • On-premise deployment, no customer data leaving the plant
    At a glance
    Runs on the panel itself · Line acceptance · Works offline

    See it on your own industrial & manufacturing systems.
    Send us ten test cases.

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