# The machine ships with a manual nobody had time to write.

A line is accepted on the customer's floor, handed over with documentation, and supported for years by people who were not there when it was built. The agent covers the whole span.

Runs on the panel itselfLine acceptanceWorks offline

## THE INTERFACE PROBLEM

Machine control screens are built to be operated, not automated. There is no API behind the HMI panel, the PLC vendor changes the layout between revisions, and acceptance testing happens on a customer site under time pressure with the commissioning engineer already booked for the next job.

## The delivery lifecycle

### One system, three phases, and a document at the end of each.

01 · VALIDATE

### Commissioning and QA

Factory and site acceptance runs against the real panel, with the same suite on every line you build.

02 · DOCUMENT

### Technical documentation

Work instructions and operating procedures generated from the run that proved the machine works.

03 · OPERATE

### Service and support

Remote diagnostics and repeat configuration on machines already installed.

## WHAT IT DRIVES

### If a person can operate it, the agent can.

Machine HMI and operator panels

SCADA and line control screens

MES and quality systems

Windows-based engineering tooling

Vendor software with no automation interface

## WHAT THIS SECTOR REQUIRES

### Built for where it has to run.

Runs offline: the shop floor is rarely on your corporate network

Evidence packages for factory and site acceptance

On-premise deployment, no customer data leaving the plant

## USE CASES HERE

### HMI & infotainment regression
Screen-only targets on a real bench

### Work instructions from a run
The manual writes itself as the agent walks the system

### Fleet provisioning & bring-up
Configuration across many units, not just checks

### Remote support & diagnostics
Reproduce and fix without a site visit

## TARGETS IT RUNS ON

### Embedded HMI
Automate on Embedded HMI

### Windows
Automate on Windows

### Device fleets
Automate on Device fleets

### Web
Automate on Web

## NEXT STEP

### See it on your own industrial & manufacturing 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.