Capabilities
Engineering capabilities for the hardware you already have
Six engineering capabilities, one team from silicon to software. Each is a service RETONAI delivers on its own or as part of an edge AI retrofit: the compute, boards, firmware, models and security that turn installed equipment into intelligent, maintainable systems.
What we engineer
Six capabilities. One accountable engineering path.
Edge AI Retrofit & System Integration
Add on-device AI to the cameras, sensors, controllers and machines you already run: interface assessment, right-sized compute, integrated firmware, validated models and device security as one system.
Explore edge AI retrofit →AI Hardware & Electronics R&D
Architecture definition, MCU/SoC/FPGA/NPU/GPU compute selection, memory, interfaces, power and thermal design, and board bring-up for edge AI hardware.
Explore AI hardware engineering →Embedded Firmware & Edge Platforms
Boot chain, BSP and drivers, Embedded Linux and RTOS, sensor pipelines, telemetry, secure OTA updates, diagnostics and recovery for the life of the fleet.
Explore embedded firmware →Embedded AI & ML Optimisation
Model selection, quantisation, pruning and hardware-aware optimisation for on-device inference, benchmarked on the target hardware and deployed with updates.
Explore embedded AI engineering →Cybersecurity Software & Device Security
Threat modelling, secure boot, device identity, signed updates, data and model protection, runtime hardening, monitoring and recovery, designed in from the first decision.
Explore embedded cybersecurity →PCB, Mechanical & Product Engineering
Schematic and multilayer PCB design, high-speed interfaces, signal and power integrity, EMC, thermal, DFM/DFA/DFT and prototype bring-up for embedded products.
Explore PCB & product engineering →Not sure which capability you need?
Most programmes start with an assessment of the system you already run. Tell us what it is and what it should do; we map the work to the capabilities above.
Start with an assessment →Your next breakthrough may already be installed.
Please share your current operations. We will assess their potential and provide a straightforward engineering perspective.
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