Capabilities
Edge AI engineering services 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.
hello@retonai.comWe use the information you submit to assess and respond to your enquiry. Please read our Data Protection Notice.
By submitting, you acknowledge our Data Protection Notice and agree to our Terms of Use.
Last updated