From bare-metal C on a Cortex-M0 to a full Yocto Linux distribution on a custom SoC XFactr.AI engineers software for the hardware layer, where memory is counted in kilobytes and timing is measured in microseconds.
Enterprise Customers
Bare-metal & RTOS
Embedded firmware has no runtime to blame. When an ISR misses its deadline or the task scheduler starves a critical path, the system fails. XFactr.AI designs firmware with timing analysis first stack usage, task priorities, preemption points, and worst-case execution time (WCET) are part of the architecture, not a post-integration surprise.
HAL design that decouples firmware from silicon portable across STM32 families, NXP, TI, and Nordic targets without a rewrite of application logic.
Free RTOS and Zephyr task graphs designed with rate-monotonic or EDF scheduling interrupt service routines written to exit in microseconds, deferred processing in tasks.
Dual-bank flash partitioning with MCUboot, ECDSA signature verification, rollback on failed boot, and differential update support to minimise field update data volume.
Custom BSP layers · meta-layers · bitbake recipes
Qt · Python · Node.js · C++ daemons
systemd units · D‑Bus · MQTT
Mender · RAUC · SWUpdate · A/B
BusyBox · systemd · OpenSSL
Python3 · Node · custom packages
GPIO · SPI · I²C · CAN · USB · net
6.x LTS · defconfig · device tree
U‑Boot · SPL · secure boot chain
ARM Cortex‑A · NXP i.MX8 / RK3399
Embedded Linux
A generic Raspberry Pi OS image running on a production device is a liability, not a solution. XFactr.AI builds minimal, purpose-built Linux distributions with Yocto or Buildroot containing only what the application needs, with every unnecessary service disabled and every attack surface removed.
Board Support Packages for custom hardware — U-Boot SPL and main bootloader, device tree authoring for all peripherals, kernel configuration, and out-of-tree driver integration.
Linux kernel modules for custom hardware character drivers, platform drivers, SPI/I2C/CAN protocol drivers, and network drivers. Clean interface to userspace via sysfs, ioctl, and netlink.
Mender, RAUC, or SWUpdate with signed update packages, A/B partition switching, rollback on failed boot, and integration with a device management backend for fleet-wide deployment.
Embedded Linux
Industrial control systems, automotive ECUs, medical devices, and energy management equipment require more than working firmware they require demonstrably correct firmware. XFactr.AI applies safety engineering process alongside the code: requirements, design, implementation, test, and verification all documented and traceable.
Functional safety process: FMEA, FTA, safety requirements, SIL/ASIL determination, MISRA C:2012 compliance, static analysis, and V&V documentation.
PC-lint Plus, Polyspace, Coverity, and cppcheck across the codebase all findings addressed, suppression rationale documented, zero unanalysed paths in safety-relevant code.
CANopen, EtherCAT, PROFIBUS, Modbus RTU/TCP, BACnet/IP, OPC-UA, IEC 61850, DNP3 implemented to spec, with conformance testing where required.
How we work
Technology we use in production.
Vertical deployments
Cortex-M4 168MHz · FreeRTOS configTICK_RATE_HZ=1000
Yocto kirkstone · NXP i.MX8 · systemd optimised
MCUboot · ECDSA · differential delta updates
Embedded software development is writing software that runs directly on hardware — from bare-metal C on a microcontroller to a full embedded Linux distribution on a custom SoC — where resources like memory and timing are hard constraints rather than abstractions. It spans bare-metal and RTOS firmware, embedded Linux systems, industrial and safety-critical firmware, and IoT/wireless firmware, each with different timing, certification, and connectivity requirements.
Bare-metal firmware runs directly on the microcontroller with no operating system, giving full control over timing but requiring the developer to manually manage scheduling and resource sharing. An RTOS (Real-Time Operating System) like FreeRTOS or Zephyr adds task scheduling, priority management, and preemption on top of the hardware, which is typically used when a device runs multiple concurrent operations that each have real-time deadlines to meet.
The right choice depends on system complexity — a simple sensor node may not need an RTOS, while a device juggling connectivity, sensors, and a UI usually does.
Embedded Linux is typically used when a device needs a full application environment — networking stacks, a filesystem, multiple concurrent processes, or support for higher-level languages like Python or Node.js — rather than a single tightly scheduled control loop. An RTOS is generally the better fit for hard real-time control with microsecond-level timing guarantees, while embedded Linux fits devices that need more general-purpose computing alongside real-time-adjacent tasks.
A purpose-built Linux image (via Yocto or Buildroot) containing only what the application needs is standard practice for production devices, rather than running a generic OS image intended for hobbyist boards.
Safety-critical firmware — used in industrial control systems, automotive ECUs, medical devices, or energy equipment — requires a documented, traceable safety engineering process alongside the code itself, covering requirements, design, implementation, test, and verification. This typically means compliance with standards like IEC 61508, ISO 26262, or IEC 62304, MISRA C:2012 coding compliance, static analysis with tools like Polyspace or Coverity, and in many cases MC/DC (Modified Condition/Decision Coverage) test coverage on safety-relevant code paths.
Secure OTA firmware updates typically use dual-bank (A/B) flash partitioning so a device can boot into a new firmware image while keeping the previous working version intact, combined with cryptographic signature verification (e.g., ECDSA) to ensure only authorized updates install. If a new image fails to boot, the device automatically rolls back to the last known-good version, and differential (delta) updates are often used to minimize the data transferred over constrained networks.
Embedded firmware development commonly spans wireless protocols (BLE, Wi-Fi, LoRaWAN, Thread, Matter) for IoT devices and industrial protocols (CANopen, Modbus, BACnet/IP, OPC-UA, EtherCAT) for industrial and building systems, across MCU families like ARM Cortex-M, Nordic nRF, STM32, and ESP32, or Linux-capable SoCs like NXP i.MX8 and Rockchip RK3399. The specific protocol and hardware target depend on the device's connectivity requirements and whether it needs hard real-time control or general-purpose Linux computing.
Where these capabilities apply
Connect With us
Send us the schematic, the datasheet, or just the idea. We will tell you what the firmware architecture should look like, what the risks are, and what it costs before any code is written.