Medical

Medical & clinical systems

Complete system state coverage across every paired surface. Audit trail from every test execution.

Embedded · iOS clinical · macOS workstation

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Test topology · MedicalLive

Embedded

Device display

iOS

Clinical app

macOS

Workstation

AskUIValidating

Audit trail

Evidence

Validation

Protocols

Pass

Status

Case study →

Medical patient monitor with embedded display, clinical device interface

Input→Screenvalidated

Complete chain from input to display output across all surfaces

3paired surfaces

Embedded device, iOS clinical, and macOS workstation tested together

Validationprotocols

Validation protocols executed automatically with evidence at every step

Audit trailper run

Timestamped, attributed audit trail generated from every test execution

Medical device software spans embedded displays on the device itself, iOS clinical apps used by nurses and physicians, and macOS workstations for device configuration and data analysis. A failure in the interaction between any two surfaces can have patient safety implications. AskUI validates the complete system, from input to screen output to audit trail, across every paired surface, generating test evidence automatically.

The challenge

Why existing tools fall short

Embedded displays are untestable

Medical device screens run proprietary firmware. There is no DOM, no accessibility API, no way to attach a test framework. Agentic testing is the only option.

Cross-device state synchronization

When a nurse adjusts a setting on the iOS app, the device display must update. When the device triggers an alarm, the workstation must log it. These cross-surface flows are tested manually.

Manual test documentation burden

Every test run must produce timestamped screenshots, audit logs, and user identification. Assembling this documentation manually adds months to the validation lifecycle.

Regression across software updates

Every software update to any surface requires revalidation of the entire system. The test matrix grows linearly with the number of surfaces and versions supported.

What AskUI delivers

One suite. Full coverage.

HMI testing for embedded medical software

Test embedded medical device displays and validate the complete response chain across every connected surface.

—Vital sign input → verify device display update
—Alarm threshold breach → verify all surfaces notified
—Dosage change → verify pump and UI state match
—Calibration event → verify workstation log entry

Cross-surface state verification

Validate that state changes on one surface propagate correctly to every connected surface.

—iOS app setting change → verify device display update
—Device alarm → verify iOS notification and workstation log
—Workstation configuration → verify device applies settings
—Complete round-trip state verification

Automated validation protocols

Execute validation protocols automatically, generating evidence at every step.

—Installation qualification automated checks
—Operational qualification test scenarios
—Performance qualification under load
—Complete validation report generated per run

Compliance & evidence

Evidence generated automatically

Audit trail

Timestamped, attributed test evidence with full audit trail from every execution.

Software lifecycle evidence

Automated evidence mapping to software development and maintenance processes.

Risk management evidence

Test evidence linked to risk control measures.

Training documentation

User manuals and SOPs generated automatically from validated workflows.

How it works

From intent to traceable results

Describe intent

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

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Run adaptively

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

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Validate, report & document

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

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Integrate anywhere

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

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

Works on any HMI · Desktop · Mobile · Embedded