Services
Engineering for hardware that has to think.
We put AI models on microcontrollers and edge boards, write the control software for robots, and build the IoT pipeline and backend a device fleet needs once it ships.
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Embedded AI
We take a model that works on your laptop and make it run on your microcontroller or edge board, inside the RAM, flash, latency and power budget the hardware actually has.
- Model Quantization
- LiteRT .tflite / Executorch .pte
Robotics & Control
We write the state estimation, motion planning and control loops that make a robot arm or mobile platform go where it is told, and we prove them in simulation before they touch your hardware.
- Reinforcement Learning
- Inverse Kinematics
- Genesis Simulation
- ROS 2 Navigation
Computer Vision
We build detection, segmentation and tracking pipelines that run on the camera's own edge hardware, so the decision happens on the line or on the robot instead of in a data center.
- Object Detection (YOLO)
- Semantic Segmentation
- Real-time Tracking
Industrial IoT
We connect machines to a telemetry pipeline over MQTT or CoAP, with fleet management and over-the-air updates so devices already in the field stay patchable.
- MQTT / CoAP Protocols
- Fleet Management
- OTA Updates
Backend & API
We build the Django or FastAPI server your device fleet talks to: REST and GraphQL APIs, WebSocket streams for live data, and Docker deployments your team can run without us.
- REST & GraphQL APIs
- Real-time WebSockets
- Docker Microservices
Ready to build something real?
Tell us the hardware, the constraint and the deadline. You'll talk to the engineer who'd do the work.
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