Specialist Hardware + AI Consulting
Specialized engineering.
On-device intelligence.
We design robust embedded hardware, train and quantize TinyML models, and build cloud-connected enterprise AIoT systems that run securely on the edge.
On-Device Machine Learning (TinyML)
Execute high-frequency sensor signal processing and neural network inference locally on microcontrollers (ESP32/STM32) under 10ms.
Production-Grade Firmware Engineering
Write multitasking C++ application logic directly using Espressif's ESP-IDF or ARM Cortex hardware registers with full RTOS scheduling.
Secure Ingestion Pipelines
Establish resilient, TLS-encrypted MQTT/WebSocket connections to cloud brokers, caching timeseries telemetry data.
75%
Flash Footprint Saved
<10ms
Inference Latency
100%
Offline Autonomy
Accelerate Your Project
Scoping a new hardware design or looking to implement on-device intelligence? Let's align on hardware selections and architectures.