Embedded firmware
MCU firmware, RTOS tasks, peripheral drivers, bootloaders, power optimization, and testable device logic.
Embedded systems + applied AI
We help hardware companies design firmware, edge AI pipelines, device connectivity, and production-ready software for global markets.
What we do
From low-level drivers to AI-enabled applications, our team bridges embedded engineering and modern software so your product can move from prototype to deployment with fewer handoffs.
Capabilities
MCU firmware, RTOS tasks, peripheral drivers, bootloaders, power optimization, and testable device logic.
Board bring-up, Linux customization, kernel drivers, Yocto/Buildroot pipelines, and factory image workflows.
Vision models, sensor fusion, model compression, inference optimization, and hardware-aware deployment.
MQTT, BLE, Wi-Fi, 4G/5G, OTA updates, device telemetry, dashboards, and cloud-side APIs.
RAG systems, automation agents, private knowledge assistants, multimodal workflows, and API integration.
Technical feasibility, architecture review, MVP development, test rigs, deployment support, and documentation.
Solutions
We focus on product teams that need reliable device software and practical AI, not slideware. Choose a scenario to see the typical scope.
Selected scope
Camera integration, image acquisition, model deployment, PLC or gateway communication, event logging, and operator dashboards.
Selected work
These product cases show our embedded control and device behavior work across smart hardware categories.
Product case
We handled the electrical control portion of the product, turning device behavior, sensing, lighting, timing, and reliability requirements into an embedded control implementation suitable for product delivery.
Product case
We developed this calling system product, covering embedded device logic, receiver display behavior, button communication, prompt handling, and reliable multi-button operation.
Product case
We developed the electronic control portion for this dishwashing product, supporting appliance control logic, operation states, safety handling, and stable device behavior.
Product case
We developed the smart home system for Zcamp product applications, supporting cabin device coordination, scene control, environmental control, and user-facing operation flows.
Product case
We developed the electronic control portion for this vehicle refrigerator product, supporting temperature control, power management, cooling behavior, and stable operation in automotive use cases.
Product case
We developed the Easybox product work for industrial IoT scenarios, supporting equipment connectivity, data acquisition, remote monitoring, alarms, and cloud-side device workflows.
Project shape
System block diagrams, protocol decisions, deployment topology, risk register, and milestone plan.
Firmware, AI pipeline, dashboard, API, or integration demo running on target hardware or a close development kit.
Source code, build scripts, deployment notes, test checklist, and maintainable documentation for your team.
Engagement model
Clarify product goals, constraints, hardware state, data availability, compliance needs, and commercial priorities.
Validate the technical path with a small proof, benchmark, integration test, or architecture review.
Implement firmware, AI services, device connectivity, application logic, and the required tooling around them.
Help with deployment, validation, documentation, bug fixing, and post-launch improvement cycles.
Start the conversation
Share your product type, target hardware, AI requirements, current stage, and expected timeline. We will respond with a practical next step.