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.