# Regression on a screen that offers nothing to hook into.

The agent looks at the head unit, the cluster or the machine panel and works out what to do next, the way a tester on the bench does.

No DOM required

Real hardware or HIL

Runs from CI

## WHO THIS IS FOR

V&V teams, test automation architects, validation engineers

## HOW IT WORKS TODAY

Regression runs as people on a bench with a printed script, for two or three weeks per release. The bench is the bottleneck, and the script is only as current as the last person who updated it.

## How it works

### The agent does what the person does.

01

#### Bring the test cases you already have.

Manual scripts are already written in English. Import them as text or CSV instead of rewriting them as code.

02

#### The agent drives the target.

It observes the screen, decides the next action, and actuates. No selectors, no accessibility tree, no vendor hooks.

03

#### Trigger it from CI and read the report.

GitLab CI, Azure DevOps or Jenkins. Every step lands in the report with the screenshot that justified it.

## WHAT A RUN LEAVES BEHIND

### Every run ends in something you can hand over.

A step report with a screenshot per action

Pass, fail or warn written out on every step

A replayable markdown file in your repository

## WHERE THIS IS THE WRONG TOOL

### The limits, stated up front.

Not for high-frequency work: reasoning about a screen takes seconds per step

If the target exposes a real API, test against the API instead

We publish the limits because a claim you can check is worth more than one you cannot.

## WHERE IT LANDS

### **Automotive** Infotainment, cluster and cockpit HMI  
### **Industrial & Manufacturing** Machine HMI, SCADA and line acceptance  
### **Aerospace & Defense** Cockpit and ground-system displays

## NEXT STEP

### See it on your own systems.

We scope the trial with you and run it on your real environment. A person answers, within one business day.

**Scoped with you first** A short call about targets, scale and deployment.

**Terms agreed before the start** Scope and conversion terms in writing, up front.

**Nothing leaves your perimeter** On-premise and air-gapped deployment. ISO 27001, GDPR.