HMI Automation

    Close the Loop Between CAN Signals and the Digital Cluster

    Our AI Agent integrates with your existing HIL/SIL toolchains to verify rendered outputs against system signals, eliminating the manual instrumentation bottleneck.

    IVI SYSTEM · DISPLAY 1Agent running
    Navigation
    Home → Airport
    ETA 23 min · 18.4 km
    Media
    Midnight City
    M83 · Hurry Up, We're Dreaming
    ⏮ ⏸ ⏭
    Climate
    22°C
    CAN busConnectedRead + Send · HVAC · VEH · NAV
    climate_auto
    Agent ExecutionRunning
    Navigate to Climate panel0.6s
    CAN send: HVAC_set_temp 220.2s
    Verify display shows 22°C...
    CAN read: HVAC_status → OK
    Validate nav response

    Trusted by engineering teams at

    Deutsche Bahn
    SEW Eurodrive
    Zucchetti
    TestSolutions
    Intel Software
    FICUS Health

    We know what you're dealing with

    Stop the Instrumentation Bottleneck.

    HMI validation shouldn't be stalled by complex test setups. We know that building manual mocks and scripting for every system dependency is your #1 time-sink. You're spending more time on the test environment than on the actual product.

    How it works

    Signal-to-UI Correlation

    Our AI uses vision to identify UI elements and verify their functional state against system intent. No brittle object selectors, just automated E2E validation

    Visual VerificationE2E Validation

    Native Toolchain Integration

    No need to replace your current setup. AskUI works alongside industry-standard HIL/SIL environments, adding an 'intelligent eye' to your existing test bench

    HIL/SIL

    Interconnected System Verification

    Our AI agent closes the loop between backend signals and the digital cockpit. It verifies that system intent accurately renders on screen, without relying on brittle object selectors or DOM access

    CAN BusDigital CockpitScalable Across Variants

    Reference

    AskUI x Deutsche Bahn

    See how Germany's largest railway reduced test time by 80% with AskUI.

    Deutsche Bahn
    Transportation & Logistics

    Deutsche Bahn

    "AskUI cut our testing time by 80% and integrated seamlessly into our GitLab pipeline."

    — Umar Usman Khan, Quality Assurance Lead at DB Fernverkehr AG
    Read Full Story

    Key Results

    • 80% reduction in testing time
    • Increased test coverage across all systems
    • Successful deployment in enterprise setup
    • Smooth integration with GitLab, Artifactory, Jira, and Xray

    Impact Metrics

    80%
    Time Saved
    95%
    Coverage
    300%
    ROI

    Proven Platform

    Infrastructure That Delivers

    Benchmark-leading performance backed by enterprise-grade infrastructure

    View Benchmarks
    #1OSWorld
    Desktop automation
    #2Android World
    94.8% pass@1

    Smart Caching

    Only run what changed. Skip unnecessary execution—saving time and compute.

    Self-Healing

    UI moved? Element changed? The agent adapts using visual context.

    Trust Layer

    Every action logged. Detailed reporting with every step documented and validated against expected behavior.

    Works on Android Automotive · WinCC · QNX

    Want to see how it works with your setup?

    Talk to an expert

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