System architecture
Define the acquisition, processing, storage and interface boundaries of the complete device.
Embedded systems & edge AI
Put intelligence to work.
Connect optical sensing with application-specific processing on NVIDIA Jetson Orin, Industrial PCs, Hailo NPUs and AMD/Xilinx Zynq & Kria.
ENGINEERING SERVICE
Embedded systems + edge AIHARDWARE · FIRMWARE · EDGE
An integrated scopeRequirements / Interfaces / Evaluation
A practical next stepPrototype / Integration / Handover
ENGINEERED AROUND
YOUR APPLICATIONConceptual architecture
Not a live system
YOUR APPLICATIONConceptual architecture
Not a live system
THE APPLICATION COMES FIRST
Embedded systems & edge AI
We bring camera inputs, embedded software, model execution and device interfaces into one coherent system. Platform selection follows your workload, integration needs and operating constraints.
Hardware & firmware integration
Connect sensors, drivers, embedded software and application I/O around the selected computing platform.
Model deployment
Evaluate supported model operations and integrate inference with preprocessing and application logic.
Device operation
Design diagnostics, configuration, versioning and update workflows appropriate to the deployment.
THE ZHAVROAD PERSPECTIVE
The right compute is the compute your application can use.
AGREED TO YOUR SCOPE
What we can deliver
- Hardware and software architecture
- Camera-to-application integration
- Deployment and configuration package
- Benchmarks, interfaces and handover notes
Deliverables are defined for each engagement, not a fixed package.
WHERE WE BEGIN
Questions worth
answering first.
- Where must processing run: on the device, on an industrial PC or across both?
- What are the power, enclosure and thermal constraints?
- Which camera interfaces and model operations must be supported?
AN APPLICATION-LED WORKFLOW
From scope to integration.
SELECTED PROJECTS
Explore our work.
Representative project visualizations, not installation photographs or measurement outputs.
FROM LIGHT TO INTELLIGENCE
Let’s build your next system.
Start with your application. We’ll help connect it to the right sensing, computing and software approach.