Electronic hardware
From signals
to systems.
Architecture, sensing, power and PCB design. Every interface considered alongside the product it needs to become.
Explore hardware
AI & intelligent product engineering
Intelligence. Engineered in.
AI and machine learning for intelligent products, backed by electronics, embedded software and verification.
Every layer.
Connected.
Models, data, electronics and firmware, connected in one product architecture.
Explore AI & ML integration
From model
to product.
Define, integrate and verify intelligence alongside the hardware it depends on.
Explore product development
Electronic product assembly concept
Introducing DVAR ReflexLoop · In development
Code. Test. Refine.Close the loop.
Our next engineering platform connects requirements, code generation and physical testing through the DVAR PinMatrix rig. Every iteration carries its evidence forward.
AI. Embedded intelligence. Engineered into products.
DVAR turns AI and machine learning into product capabilities, connecting models and data with hardware, firmware and verification.
Meet DVARAI & machine learning integration
AI that belongs in the product.
Build intelligent sensing, vision and on-device decisions around real product requirements, data and operating constraints.
Give sensor data a purpose.
Define the signals, data quality and operating conditions needed for classification and anomaly detection.
Sensing / Data capture / Signal interpretationBring vision into the system.
Connect image-processing requirements with optics, lighting, hardware interfaces and target-device performance.
Computer vision / Embedded inference / IntegrationFind meaning in test results.
Scope pattern analysis in inspection and production-test data, while keeping acceptance decisions traceable.
Inspection / Test data / Decision supportPlan for life beyond the prototype.
Consider model updates, operating changes and failure behaviour alongside firmware maintenance and product verification.
Lifecycle / Model interfaces / VerificationThe engineering behind the intelligence.
Hardware, firmware and test bring an intelligent product into the real world.
From signals
Embedded software
Code meets
the real world.
Firmware, device interfaces and connected behaviour, developed with the hardware and test strategy in mind.
Explore firmwareAutomated test
Make performance
measurable.
Purpose-built fixtures, repeatable test sequences and useful evidence. Connect design decisions to the acceptance criteria that matter.
Explore testing
From possibility
to production.
A connected development process, with clear decisions and an engineering handover at each stage.
Explore product developmentDefine.
Agree product behaviour, data, interfaces and constraints. Give the next decision a clear technical foundation.
Integrate.
Connect electronics, firmware and model interfaces in a coherent system architecture.
Verify.
Test against agreed requirements, investigate failure behaviour and record the evidence.
Transfer.
Deliver controlled design files, software and production information for a practical handover.
Useful engineering.
Worth exploring.
Practical guides for the decisions behind your next product.
What could your
product understand?
Bring your AI use case, prototype or product challenge.