SmartMains builds embedded AI systems end to end — from custom hardware and real-time firmware to machine-learning inference that runs on the device itself. Backed by deep expertise in RF, control and precision electronics.
One team across the whole signal chain — from schematic and PCB to real-time firmware, wireless links and machine-learning inference on the edge.
Real-time computer vision on microcontroller-class NPUs — detection pipelines, secure firmware and adaptive image processing on device.
Portable, thread-safe firmware frameworks for FreeRTOS — a documented data model, events, persistence and industrial connectivity.
Mixed-signal PCB design (Altium): low-power MCUs, precision analog front-ends, power regulation, RF front-ends and manufacturing-ready outputs.
Attitude estimation and stabilization for small UAVs and camera gimbals, with radio telemetry and a proven autopilot code base.
Inline power and telemetry sensing — voltage, current and temperature — streamed to RC radio systems with low-battery alarms.
Sub-1 GHz narrowband links with range extension, AES encryption and transparent serial transport — USB and RS-232 form factors.
A line of in-house developments spanning RF, flight, sensing, software and edge AI.
On-device AI-vision prototype platform on the STM32N6 Neural-ART NPU.
Universal object-registry & event framework for FreeRTOS.
UAV/gimbal autopilot & stabilization with radio telemetry.
Inline power/telemetry sensor for RC & UAV power systems.
Encrypted long-range narrowband data link, USB & RS-232.
Detailed architecture and specifications for each product.
Engineering delivered under NDA for established instrumentation, medical, industrial and consumer companies.
From a blank schematic to a shipping product — hardware, firmware, RF and edge AI.
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