Use case: Human-in-the-loop (HITL) testing

Stream HITL data into a central, queryable store

Capture high-frequency data from your controllers, simulators, and operator interfaces. Quix unifies input and output streams with configuration data for instant correlation and analysis.

Get full traceability for compliance and certification

Each HITL session is versioned with firmware, model, and operator metadata, ensuring repeatable, auditable test results for safety and usability validation.

Connect all your test systems to one data platform

Integrate test-executive software, real-time simulators, and driver rigs directly with Quix. Configuration and runtime data are captured automatically, synchronised, and ready for post-test review.

What can you build with Quix?

Parallel HITL session capture and coordination

Collect data from multiple driver rigs or operator stations at once. Quix keeps each session’s inputs, configurations, and outputs separate yet comparable for multi-user analysis.

Automated post-processing and normalization

Stream operator inputs, sensor readings, and simulation data into Quix, where signals are timestamp-aligned, cleaned, and enriched with configuration and participant metadata — ready for immediate review.

Live dashboards and analysis notebooks

Visualize controller and human response metrics in real time. Compare reaction times, control accuracy, and system behaviour directly within Grafana dashboards or Python notebooks.

Scenario and session tracking

Automatically log every HITL session with its test scenario, operator ID, firmware, and model version. Recreate or compare sessions to assess performance changes across users or iterations.

Cost efficient data storage

Use the Lakehouse paradigm to store data in a variety of formats and resolutions without sacrificing accessibility or IT budgets.

How Quix connects human-in-the-loop rigs to your engineering data systems

Quix captures real-time data from hardware, simulation, and operator interfaces, synchronises it with configuration metadata, and streams it to a central lakehouse for monitoring, analysis, and replay.

Human-in-the-Loop Test and Data Management Features

Parallel HITL session capture and coordination

Collect data from multiple driver rigs or operator stations at once. Quix keeps each session’s inputs, configurations, and outputs separate yet comparable for multi-user analysis.

Automated post-processing and normalization

Live dashboards and analysis notebooks

Visualize controller and human response metrics in real time. Compare reaction times, control accuracy, and system behaviour directly within Grafana dashboards or Python notebooks.

Scenario and session tracking

Automatically log every HITL session with its test scenario, operator ID, firmware, and model version. Recreate or compare sessions to assess performance changes across users or iterations.

Cost efficient data storage

Use the Lakehouse paradigm to store data in a variety of formats and resolutions without sacrificing accessibility or IT budgets.

Scenario reconstruction and replay

Replay recorded HITL sessions (including operator inputs and simulated system responses) to reproduce scenarios without rerunning the physical test. Ideal for debugging, training, and validating updated control logic.

Browse and compare test runs

Explore all test runs in one place. Compare results side by side to see how different settings or conditions affected performance.

Find test data by asset

Search and filter test data by asset, whether it’s a model, device, component, or software version. View each asset’s complete test history in seconds.