QA and release management
Regression.
Regression across the estate before a release reaches the platform.

Rail & Transportation
Vending machines, dispatch desks and passenger displays are long-lived, physically distributed, and unforgiving when they fail. Testing them by hand does not scale to the estate.
Proof
Deutsche Bahn
Deutsche Bahn cut testing time by 80% across its automation suite.
Read the case studyThe problem
A ticket machine in a station, a dispatcher's terminal and a platform display are three different stacks with one thing in common: the only reliable way to check them has been to send a person to look.
How it works
Regression on the real system, evidence for every step, and the scale to run it all, every day.
QA and release management
Regression across the estate before a release reaches the platform.
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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