Industrial

Industrial connected systems

Overnight unattended regression across all hardware variants. Audit-ready reports generated automatically.

HMI panels · Operator stations · Engineering workstations

Talk to Sales Free Trial

Test topology · IndustrialLive

HMI

Panels

Operator

Stations

Controller

Systems

Engineering

Workstations

AskUIValidating

Audit trail

Evidence

Overnight

Regression

All pass

Variants

Case study →

Industrial control panel room with gauges and status indicators

8h+unattended

Full regression suite runs overnight without operator presence

Allvariants

Every panel size, resolution, and controller model covered

End-to-endchain

Operator action to hardware response validated end-to-end

Autoreporting

Audit-ready reports generated automatically from every run

Industrial control systems span HMI panels, operator stations, and engineering workstations. Each surface controls physical hardware (pumps, motors, actuators) and a failure on any surface can halt production. AskUI validates every surface together, verifying that operator actions produce the correct hardware responses and generating audit-ready reports as a by-product of testing.

The challenge

Why existing tools fall short

No test access to embedded HMIs

Industrial HMI panels run proprietary operating systems. No DOM, no API, no test hooks. Agentic interaction is the only viable approach.

Hardware variant explosion

Every customer deployment has a different hardware configuration. The same software must be validated across dozens of panel sizes, resolutions, and controller models.

Overnight regression impossible

Manual test teams can only cover a fraction of the test matrix per shift. Unattended overnight runs across all variants are operationally critical but technically impossible with current tools.

Test evidence is manual

Structured test evidence requires stimulus-response documentation for every test. The team assembles this manually, adding weeks to every release.

What AskUI delivers

One suite. Full coverage.

Multi-surface hardware validation

Validate that operator actions on the HMI produce the correct response in the control system and on connected hardware.

—HMI button press → verify controller state change
—HMI alarm trigger → verify operator panel notification
—Setpoint change → verify actuator response
—Emergency stop → verify system-wide shutdown sequence

Variant matrix automation

Run the same test suite across every hardware configuration without any per-variant customization.

—Multiple panel sizes and resolutions
—Different controller firmware versions
—Various network configurations
—Full variant matrix covered overnight

Unattended overnight regression

Run complete regression suites unattended, with structured reports ready for the morning.

—Full test matrix execution without operator presence
—Automatic failure screenshots and state capture
—Structured regression report by morning
—Trend analysis across multiple runs

Compliance & evidence

Evidence generated automatically

Audit-ready reports

Structured evidence chain from every test execution.

Cybersecurity evidence

Evidence that security controls remain effective across all surfaces after updates.

Audit trail

Timestamped, structured test documentation from every run.

Operator training docs

Step-by-step user manuals generated from validated test recordings.

How it works

From intent to traceable results

Describe intent

Natural language or CSV. Describe what to do, not where to click.

→

Run adaptively

Real-time screen interpretation. Adapts to changes without re-programming.

→

Validate, report & document

Full traceability: pass/fail, screenshots, timestamps. Audit-ready reports and user manuals generated from every run.

→

Integrate anywhere

APIs for capture & simulation. Self-hosted or edge-deployed.

Get started

Start building
in minutes.

Free trial with 5,000 credits. No credit card required.

Works on any HMI · Desktop · Mobile · Embedded