AskUI | AI Agents for Delivery Teams
Ship more, faster. With less bugs.
QA results in hours not weeks.
Named customers, measured results, running in production.
CUSTOMER QUOTE
“AskUI cut our testing time by 80% and integrated seamlessly into our GitLab pipeline.”
Umar Usman Khan QA Lead, DB Fernverkehr AG
−80% testing time Ticket machines and POS in the field
130+ automated tests POS software delivered to retailers
30 system tests in CI Industrial drive systems
−90% testing cost Quality systems for manufacturers
−70% time saved Clinical systems in rehab clinics
AskUI stores what you meant rather than how the screen looked.
Every other approach stores an implementation: a script, a model of the app, a recorded path. A redesign, a new variant or a port to another platform breaks it, and someone rebuilds it. An intent has nothing in it to break.
One test file across eighteen months of interface changeA single test file drives three versions of the same screen: as shipped, after a redesign, and ported to Android. The file is never edited and passes all three times.
| MONTH 0 · SHIPPED | MONTH 7 · REDESIGN | MONTH 18 · ANDROID PORT | |
|---|---|---|---|
| Test Result | ✓ PASS | ✓ PASS | ✓ PASS |
Give your LLM a client, a command line, a driver, and hardware to run on.
How the three parts fit togetherA local model on your own hardware answers AskUI Desktop and the CLI, which holds the loop and drives the work through the AgentOS runtime: desktop applications, Android, web portals and systems reached over an API. All of it sits inside your network.
Hardware and a local model
Pre-launch cockpit screens and patient records cannot go to someone else's cloud. Point us at a model you already host, or take the appliance with one on it.
- Bring your own model, or take ours
- Screenshots never leave your network
AskUI Desktop
Where work gets written, watched and replayed. Open a task, run it against a connected device, read back every step the agent took.
- Tasks are Markdown, versioned in your repo
- Screenshot per step, transcript per run
AskUI CLI
The same engine without the window. askui run in a pipeline, on a schedule, or on a box in the corner, with the report as the build artefact.
- Headless, no display required
- Exit code and report per run
AgentOS
Makes an operating system available to an agent: keyboard, mouse and screen. It runs on the machine doing the work, so the agent operates it the way a person does.
- Windows, macOS and Linux
- Android, browsers, bench hardware
The mechanism, in the documentation.
How a task is written, how the agent reaches a device, and what a run leaves behind.
From the lab and the field.
END-TO-END TESTING DOESN'T NEED TO BE DETERMINISTIC. IT NEEDS TO BE AUDITABLE.
"Tests must be deterministic" is good advice at the wrong level for end-to-end testing. Separate determinism of the steps from determinism of the verdict, and the whole maintenance problem changes shape.
HIL VS SIL VS MIL: THE FULL TESTING HIERARCHY
A technical comparison table of MIL vs SIL vs HIL testing: what each stage catches, ISO 26262 mapping, and the CAN-to-display validation gap most teams miss.
THE REAL RISK IN VENDOR PORTAL AUTOMATION ISN'T A BROKEN BOT
RFQ portals are messy and change without warning. The real risk is a quote going out before anyone's had a chance to check it.