Validation engineering and QA
Regression.
Verification runs against the device display and the clinical workflow, with evidence attached.

Medical Devices & Health
In a regulated environment the run is not just a check. It is the record. Every step is timestamped, screenshotted and reproducible, which is what an auditor asks for.
Proof
FICUS Health
FICUS Health streamlined rehabilitation documentation with an agent that does the clicking.
Read the case studyThe problem
That produces a signed checklist, not evidence — and a checklist cannot be replayed when a reviewer asks what actually happened.
How it works
Regression on the real system, evidence for every step, and the scale to run it all, every day.
Validation engineering and QA
Verification runs against the device display and the clinical workflow, with evidence attached.
Quality and compliance
Every run leaves a verdict, a screenshot and the agent's reasoning for each step, ready for review and audit.
Test management
Thousands of tests a day across variants, devices and releases, in CI, without a script to maintain.
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