Embedded Systems Engineering

Mission-critical embedded systems, engineered end to end.

BrainIOStream is a senior engineering partner for companies building hardware that has to work. We own the firmware, embedded Linux, edge AI and the hardware beneath them — from first architecture through certification and volume production.

Bare-metalZephyr & FreeRTOSEmbedded LinuxAI/ML at the edgeBLE · Thread · LTE-MOTA · Security
  • 10+ years in embedded engineering
  • 35+ products taken to production
  • 3 regulated industries served

How we deliver

Every engagement follows the same disciplined path — requirements and risk analysis, hardware bring-up, firmware architecture, automated test, and production observability — so delivery is predictable rather than heroic.

  • Bootloader, BSP, embedded Linux and protocol-stack development
  • Edge AI integration and secure OTA with fleet management
  • Manufacturing validation and production handoff

Why BrainIOStream

The partner teams bring in when the firmware has to be right the first time.

We work at the intersection of firmware, embedded Linux, edge AI and hardware design. Deep specialism, architectural discipline and a bias toward production reality — reliability, security and scale designed in from the first commit, not bolted on before launch.

A decade of depth

Technical leadership across medical devices, industrial automation and consumer electronics.

Shipped, not slideware

Production firmware, PCB designs and IoT platforms running in the field worldwide.

One accountable team

Architecture, implementation, validation and manufacturing support under one roof.

Capabilities

The full embedded stack, one team.

Firmware, connectivity, edge intelligence and the hardware underneath — delivered by engineers who stay accountable from schematic to shipped device.

Firmware & Embedded Linux

Production-grade BSPs, device drivers, protocol stacks, and embedded Linux systems built with Yocto and Buildroot.

  • Zephyr / FreeRTOS
  • Embedded Linux

IoT & Edge AI

Robust wireless stacks, secure OTA infrastructure, and on-device AI/ML for products that stay smart at the edge.

  • BLE · Thread · LTE-M · Wi-Fi
  • Edge AI / TinyML

Hardware Development

Schematic design, PCB layout, prototyping and validated manufacturing partnerships — designed for the factory from day one.

  • HDI / rigid-flex
  • DFM & validation

Selected work

Trusted on products that can't afford to fail.

A sample of the platforms we've architected and shipped. Further references are available under NDA.

Smart Fitness Equipment Suite

Sports / Consumer

Embedded Linux and MCU firmware with sensor fusion and secure OTA for a connected gym platform — live analytics and rapid field updates at scale.

  • Stack: iMX, Yocto Linux, FreeRTOS, nRF52, STM32, CAN, C++/Python

Wireless Security Ecosystem

Industrial

Seamless MCU migration, an internal SDK, secured DFU and CI/CD upgrades for low-power wireless alarm devices deployed by the million.

  • Stack: CC13xx/CC26xx, STM32, sub-GHz RF, Docker

Tell us what you're building.

Share your architecture, constraints and timeline. You'll get a candid technical assessment and a clear delivery plan from engineers who have shipped systems like yours.