# askui.com

> AI-optimized mirror of askui.com containing 50 pages totalling 27,704 words of clean markdown content, structured data, and semantic HTML. Original source: https://askui.com. Last updated: 2026-09-12T03:05:18.484Z.

Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG).

## Homepage

- [AskUI | AI Agents for Delivery Teams](/content/site-root.html): Other tools store a script, a model or a recorded path, and someone maintains it every time the product moves. AskUI stores what you meant, and resolves it at run time on desktop, web, Android and machine HMIs. The test survives the redesign., Other tools store a script, a model or a recorded path, and someone maintains it every time the product moves. AskUI stores what you meant, and resolves it at run time on desktop, web, Android and machine HMIs. The test survives the redesign. (561 words)

## Articles & Blog Posts

- [Brand Guidelines | AskUI](/content/branding/index.html): AskUI brand guidelines covering logo usage, color palette, typography, and voice., AskUI brand guidelines covering logo usage, color palette, typography, and voice. (184 words)
- [AskUI Customers | Delivery teams, in the field](/content/case-studies/index.html): Measured results from delivery organizations running AskUI in production: Deutsche Bahn, Zucchetti, SEW Eurodrive, Pickert & Partner, FICUS Health, and more, across POS fleets, industrial software, infotainment and clinical systems., Measured results from delivery organizations running AskUI in production: Deutsche Bahn, Zucchetti, SEW Eurodrive, Pickert & Partner, FICUS Health, and more, across POS fleets, industrial software, infotainment and clinical systems. (240 words)
- [Agentic Testing in Production: What It Takes | AskUI Blog](/content/blog-posts/agentic-testing-in-production/index.html): A practical guide to running agentic testing in production: authoring concepts, AgentOS deployment, CI integration, and a five-stage rollout roadmap., A practical guide to running agentic testing in production: authoring concepts, AgentOS deployment, CI integration, and a five-stage rollout roadmap. (1,922 words)
- [Press & News | AskUI](/content/press/index.html): Latest news, brand assets, and media resources from AskUI., Latest news, brand assets, and media resources from AskUI. (214 words)
- [Deutsche Bahn Case Study | AskUI](/content/case-studies/deutsche-bahn-boosts-efficiency-with-askui-test-automation.html): Deutsche Bahn cut Android POS testing time by 80% with AskUI, automating regression across its GitLab, Artifactory, Jira, and Xray toolchain., Deutsche Bahn cut Android POS testing time by 80% with AskUI, automating regression across its GitLab, Artifactory, Jira, and Xray toolchain. (636 words)
- [Public Sector | AskUI](/content/industries/public-sector/index.html): Public administration runs on software procured decades ago, still doing its job, with no supplier left to build an integration. The interface is what remains., Public administration runs on software procured decades ago, still doing its job, with no supplier left to build an integration. The interface is what remains. (360 words)
- [HIL vs SIL vs MIL: The Full Testing Hierarchy | AskUI Blog](/content/blog-posts/mil-sil-hil-testing-hierarchy/index.html): 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., 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. (2,102 words)
- [Back-office automation | AskUI](/content/use-cases/back-office-automation/index.html): Invoice entry, reconciliation and transfer between systems that were never integrated. The agent uses the same interface your team uses, so no integration project is required., Invoice entry, reconciliation and transfer between systems that were never integrated. The agent uses the same interface your team uses, so no integration project is required. (380 words)
- [Claude Computer Use vs OpenAI Operator vs AskUI (2026) | AskUI Blog](/content/blog-posts/claude-vs-openai-operator-vs-askui/index.html): Claude Computer Use is macOS-only. ChatGPT Agent is stuck in a cloud sandbox. If your workflow needs VDI, Linux, or physical test environments, here's how the three actually differ., Claude Computer Use is macOS-only. ChatGPT Agent is stuck in a cloud sandbox. If your workflow needs VDI, Linux, or physical test environments, here's how the three actually differ. (1,193 words)
- [Rail & Transportation | AskUI](/content/industries/rail-transportation/index.html): 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., 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. (371 words)
- [AskUI vs Traditional Test Automation: Why Agentic Testing Is Different | AskUI Blog](/content/blog-posts/askui-vs-traditional-qa/index.html): Traditional QA uses scripted tests and selector-based automation that breaks when UIs change. Agentic AI adapts in real time and reduces maintenance overhead. Here's how they compare., Traditional QA uses scripted tests and selector-based automation that breaks when UIs change. Agentic AI adapts in real time and reduces maintenance overhead. Here's how they compare. (1,876 words)
- [AskUI vs SikuliX: Agentic Testing vs Image-Based Automation (2026) | AskUI Blog](/content/blog-posts/askui-vs-sikulix-visual-automation-comparison-2025/index.html): SikuliX uses screenshot pattern matching that breaks under resolution changes. AskUI uses screen-based execution that adapts to those conditions., SikuliX uses screenshot pattern matching that breaks under resolution changes. AskUI uses screen-based execution that adapts to those conditions. (1,553 words)
- [AskUI Platform | One app: write, run, schedule, prove](/content/platform/index.html): AskUI Desktop in one view: Markdown tests, live runs with the agent's own transcript, a dashboard that counts laptop and CI runs alike, device profiles for desktop, web, Android and iOS, encrypted secrets, MCP and custom tools, and a CLI that runs the same engine headless., AskUI Desktop in one view: Markdown tests, live runs with the agent's own transcript, a dashboard that counts laptop and CI runs alike, device profiles for desktop, web, Android and iOS, encrypted secrets, MCP and custom tools, and a CLI that runs the same engine headless. (975 words)
- [HMI & infotainment regression | AskUI](/content/use-cases/hmi-regression/index.html): 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., 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. (367 words)
- [Cross-device verification | AskUI](/content/use-cases/cross-device-verification/index.html): The same plain-language steps run against a physical unit, an emulator and a different screen size, because the instruction is semantic rather than structural., The same plain-language steps run against a physical unit, an emulator and a different screen size, because the instruction is semantic rather than structural. (346 words)
- [Living product documentation | AskUI](/content/use-cases/living-documentation/index.html): Point a run at your own product and the screenshots in your documentation regenerate with each release, instead of slowly drifting away from the software., Point a run at your own product and the screenshots in your documentation regenerate with each release, instead of slowly drifting away from the software. (335 words)
- [Android test automation | AskUI](/content/solutions/android/index.html): Plain-English tests on real Android devices, from one handset to POS fleets in CI., Plain-English tests on real Android devices, from one handset to POS fleets in CI. (199 words)
- [AskUI Enterprise | On-premise, air-gapped, your own model](/content/enterprise/index.html): Run AskUI inside your perimeter: license-key activation with no hub connection, your own model with no inference fee, OS-encrypted secrets redacted from transcripts. ISO 27001, GDPR., Run AskUI inside your perimeter: license-key activation with no hub connection, your own model with no inference fee, OS-encrypted secrets redacted from transcripts. ISO 27001, GDPR. (289 words)
- [Why Testing Is Really About Workflow Ownership | AskUI Blog](/content/blog-posts/why-testing-is-really-about-workflow-ownership/index.html): Testing tools are built around the screen. The workflow underneath is the actual point, and that reframe changes what a test run can produce., Testing tools are built around the screen. The workflow underneath is the actual point, and that reframe changes what a test run can produce. (1,093 words)
- [Insurance | AskUI](/content/industries/insurance/index.html): Claims desktops and policy administration suites are decades deep and heavily customised. The interface is the only stable contract, so that is what the agent uses., Claims desktops and policy administration suites are decades deep and heavily customised. The interface is the only stable contract, so that is what the agent uses. (381 words)
- [Upgrade Anthropic Computer Use into a Production-Ready Agent | AskUI Blog](/content/blog-posts/upgrade_anthropic_computer_use_into_a_production_ready_agent.html): Anthropic's Computer Use API lets Claude interact with desktop interfaces, but it's not production-ready out of the box. This guide covers what's missing and how AskUI fills the gap., Anthropic's Computer Use API lets Claude interact with desktop interfaces, but it's not production-ready out of the box. This guide covers what's missing and how AskUI fills the gap. (1,108 words)
- [Audit Trail: Evidence for Automotive Compliance | AskUI Blog](/content/blog-posts/the-audit-trail-verifiable-evidence-automotive-compliance.html): The EU Product Liability Directive (Dec 2026 deadline) requires verifiable evidence of software behavior, not just passing tests. Here's what an audit trail looks like for safety-critical HMI validation., The EU Product Liability Directive (Dec 2026 deadline) requires verifiable evidence of software behavior, not just passing tests. Here's what an audit trail looks like for safety-critical HMI validation. (967 words)
- [Best Desktop Automation Tools to Use in 2025 | AskUI Blog](/content/blog-posts/desktop-automation-2025/index.html): The world of desktop automation is rich and diverse, with each tool offering unique capabilities tailored to different testing needs. From the r...., The world of desktop automation is rich and diverse, with each tool offering unique capabilities tailored to different testing needs. From the r.... (781 words)
- [Fleet provisioning & bring-up | AskUI](/content/use-cases/fleet-provisioning/index.html): Factory acceptance on a line, provisioning a fleet of kiosks or displays, bringing up new hardware. Configuration is the same shape as verification, and the same agent does it., Factory acceptance on a line, provisioning a fleet of kiosks or displays, bringing up new hardware. Configuration is the same shape as verification, and the same agent does it. (356 words)
- [Audit & compliance evidence | AskUI](/content/use-cases/audit-evidence/index.html): Every step is timestamped, ordered and screenshotted, and the whole thing replays. That is a stronger claim than a checklist, and it is a byproduct of testing rather than extra work., Every step is timestamped, ordered and screenshotted, and the whole thing replays. That is a stronger claim than a checklist, and it is a byproduct of testing rather than extra work. (375 words)
- [Remote support & diagnostics | AskUI](/content/use-cases/remote-support/index.html): Reproduce the fault, capture the state and run the fix remotely, with a decision log for every step taken., Reproduce the fault, capture the state and run the fix remotely, with a decision log for every step taken. (364 words)
- [Synthetic monitoring | AskUI](/content/use-cases/synthetic-monitoring/index.html): The same suite, pointed at production on a schedule. It catches what only shows up in the real environment: an expired certificate, a dropped asset, a third-party widget that went down., The same suite, pointed at production on a schedule. It catches what only shows up in the real environment: an expired certificate, a dropped asset, a third-party widget that went down. (349 words)
- [Legacy & virtualised apps | AskUI](/content/use-cases/legacy-app-testing/index.html): Published desktops, terminal emulators and vendor clients defeat every tool that binds to an object model. They do not defeat one that reads the screen., Published desktops, terminal emulators and vendor clients defeat every tool that binds to an object model. They do not defeat one that reads the screen. (346 words)
- [Work instructions from a run | AskUI](/content/use-cases/work-instructions/index.html): A run is already an ordered record of every screen and every action. Turning that into a work instruction is a formatting problem, not a writing project., A run is already an ordered record of every screen and every action. Turning that into a work instruction is a formatting problem, not a writing project. (377 words)
- [Medical Devices & Health | AskUI](/content/industries/medical-devices/index.html): In a regulated environment the run is not just a check. It is the record. Every step is timestamped, screenshotted and reproducible, which is what an auditor asks for., In a regulated environment the run is not just a check. It is the record. Every step is timestamped, screenshotted and reproducible, which is what an auditor asks for. (371 words)
- [Aerospace & Defense | AskUI](/content/industries/aerospace-defense/index.html): Ground systems and cockpit displays are validated against requirements, in environments with no route to the internet. The agent installs and runs entirely inside yours., Ground systems and cockpit displays are validated against requirements, in environments with no route to the internet. The agent installs and runs entirely inside yours. (386 words)
- [Industrial & Manufacturing | AskUI](/content/industries/manufacturing/index.html): 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., 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. (386 words)
- [Embedded HMI test automation | AskUI](/content/solutions/embedded-hmi/index.html): Infotainment, machine panels, SCADA. If it has a display, the agent can test it, without installing anything on it., Infotainment, machine panels, SCADA. If it has a display, the agent can test it, without installing anything on it. (212 words)
- [Manual test displacement | AskUI](/content/use-cases/manual-test-displacement/index.html): The cheapest automation project is the one where the source material exists. Manual scripts are English instructions, which is exactly what the agent takes as input., The cheapest automation project is the one where the source material exists. Manual scripts are English instructions, which is exactly what the agent takes as input. (310 words)
- [Financial Services | AskUI](/content/industries/financial-services/index.html): Terminal emulators, Citrix-published desktops and vendor trading clients were never built to be driven by a machine. The agent drives them the way your staff do., Terminal emulators, Citrix-published desktops and vendor trading clients were never built to be driven by a machine. The agent drives them the way your staff do. (391 words)
- [AskUI & TestSolutions: AI-Powered Test Automation | AskUI Blog](/content/blog-posts/announcing-our-partnership-with-testsolutions-the-future-of-ai-powered-test-automation.html): Announcing our partnership with TestSolutions, a leading provider of services around software testing., Announcing our partnership with TestSolutions, a leading provider of services around software testing. (669 words)
- [Customer Support in Test Automation Success | AskUI Blog](/content/blog-posts/the-critical-role-of-customer-support-in-test-automation-success.html): Strong customer support is key to successful test automation onboarding and long-term QA growth., Strong customer support is key to successful test automation onboarding and long-term QA growth. (604 words)
- [AskUI Plans | Scoped to your setup](/content/pricing/index.html): AskUI is sales-led: plans are scoped and quoted per organization, and every evaluation starts with a trial inside your environment. Team and Enterprise, compared feature by feature., AskUI is sales-led: plans are scoped and quoted per organization, and every evaluation starts with a trial inside your environment. Team and Enterprise, compared feature by feature. (453 words)
- [Automotive | AskUI](/content/industries/automotive/index.html): Cockpit software is validated on a bench, documented for the dealer network, and supported for a decade. One agent covers all three, because all three are somebody looking at a screen., Cockpit software is validated on a bench, documented for the dealer network, and supported for a decade. One agent covers all three, because all three are somebody looking at a screen. (294 words)
- [Large Automotive Company Case Study | AskUI](/content/case-studies/revolutionizing-infotainment-testing-at-a-large-automotive-company-with-askui.html): A global automotive leader cut infotainment testing time by 80% and caught bugs 70% earlier with AskUI, enabling cross-platform testing across devices., A global automotive leader cut infotainment testing time by 80% and caught bugs 70% earlier with AskUI, enabling cross-platform testing across devices. (586 words)
- [QNX test automation | AskUI](/content/solutions/qnx/index.html): HDMI capture in, actions out. The QNX target stays untouched., HDMI capture in, actions out. The QNX target stays untouched. (182 words)
- [Trust | ISO 27001 Certified & GDPR Compliant | AskUI](/content/compliance/index.html): AskUI is ISO 27001 certified and GDPR compliant, with on-premise and air-gapped deployment, offline licence activation, and no training on customer data., AskUI is ISO 27001 certified and GDPR compliant, with on-premise and air-gapped deployment, offline licence activation, and no training on customer data. (364 words)
- [Downloads | AskUI products for your organization](/content/start/index.html): Downloads for client teams: AskUI Desktop for Windows or macOS, the AgentOS Windows service installer, and the CLI for CI, each configured for your organization., Downloads for client teams: AskUI Desktop for Windows or macOS, the AgentOS Windows service installer, and the CLI for CI, each configured for your organization. (230 words)
- [macOS test automation | AskUI](/content/solutions/macos/index.html): AgentOS runs natively on macOS. One agent tests apps, dialogs, and multi-app workflows., AgentOS runs natively on macOS. One agent tests apps, dialogs, and multi-app workflows. (188 words)
- [Downloads | AskUI products for your organization](/content/download/index.html): Downloads for client teams: AskUI Desktop for Windows or macOS, the AgentOS Windows service installer, and the CLI for CI, each configured for your organization., Downloads for client teams: AskUI Desktop for Windows or macOS, the AgentOS Windows service installer, and the CLI for CI, each configured for your organization. (239 words)
- [Windows test automation | AskUI](/content/solutions/windows/index.html): Legacy apps, Citrix, multi-window workflows. The agent tests what it sees; the stack underneath stops mattering., Legacy apps, Citrix, multi-window workflows. The agent tests what it sees; the stack underneath stops mattering. (141 words)
- [iOS test automation | AskUI](/content/solutions/ios/index.html): Automate iOS interfaces with the same plain-English workflow. iOS support is experimental and runs through idb on macOS., Automate iOS interfaces with the same plain-English workflow. iOS support is experimental and runs through idb on macOS. (207 words)
- [Web test automation | AskUI](/content/solutions/web/index.html): The agent tests what your users actually see. Canvas apps and UI churn stop breaking your suite., The agent tests what your users actually see. Canvas apps and UI churn stop breaking your suite. (228 words)

## About Pages

- [About AskUI | The Agentic Platform for Delivery Teams](/content/about/index.html): AskUI builds the agentic platform for delivery teams: computer-use agents that validate, document, and operate the distributed systems their clients run. Started at the Karlsruhe Institute of Technology (KIT), founded 2021 in Karlsruhe, backed by Eurazeo, 468 Capital, LEA Partners, Seedcamp, and Heartfelt., AskUI builds the agentic platform for delivery teams: computer-use agents that validate, document, and operate the distributed systems their clients run. Started at the Karlsruhe Institute of Technology (KIT), founded 2021 in Karlsruhe, backed by Eurazeo, 468 Capital, LEA Partners, Seedcamp, and Heartfelt. (663 words)

## Resources

- [Full Page Index](/index.html): Browse all cached pages with rich metadata
- [About This Cache](/about.html): Methodology, technical details, and usage guidelines
- [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery
- [Robots.txt](/robots.txt): Crawler directives
- [AgentSite Network](https://agentsite.network/network.html): Public index of AgentSites and their machine-readable resources