Use cases

Tackle any engineering data challenge with Quix

Accelerating test and development at:
Case study
Architecture diagram showing data sources, transformations and sinks

Lab testing

Stream and analyse data directly from physical rigs and devices. Capture every test run with full configuration context and versioned results — no more manual data wrangling.
Architecture diagram showing data sources, transformations and sinks

Field testing

Collect and synchronize data from vehicles, prototypes, or flight systems during real-world testing. Quix streams data from on-board DAQs, sensors, and controllers to a central platform, live when connected, buffered when offline, so that engineers can analyze performance in context.
Architecture diagram showing data sources, transformations and sinks

Human-in-the-loop (HITL) testing

Combine real-time simulation and physical control systems with live operator input. Quix streams and synchronises data from controllers, sensors, and human interfaces so engineers can analyse how people and hardware perform together, securely on-prem or in the cloud.
Architecture diagram showing data sources, transformations and sinks

Hardware-in-the-loop (HIL) testing

Connect your real-time test rigs, controllers, and sensors to a single data backbone. Stream high-frequency measurements, configurations, and results into one versioned environment — deployable on-prem or in your secure lab network.
Architecture diagram showing data sources, transformations and sinks

Software-in-the-loop (SIL) testing

Test compiled control software against virtual plant models in real time, using Quix to orchestrate runs, capture configuration data, and stream simulation results into one unified data platform.
Architecture diagram showing data sources, transformations and sinks

Model-in-the-loop (MIL) testing

Unify your simulation outputs with the rest of your engineering data using our suite of Simulation Process and Data Management (SPDM) tools. Deployable on-prem or in your secure cloud.
Architecture diagram showing data sources, transformations and sinks

Energy

Energy companies use Quix to monitor energy infrastructure, improve maintenance practices, predict energy production, simulate devices to expedite product development, and more.
Architecture diagram showing data sources, transformations and sinks

Manufacturing

Manufacturing companies use Quix to optimize manufacturing processes, improve maintenance practices, simulate machine behaviour to expedite product development, and more.
Architecture diagram showing data sources, transformations and sinks

Apache Iceberg

Ingest, pre-process and load high volumes of data into your cloud lakehouse without overloading your systems or budgets.