Embedded Systems
& Edge AI
We engineer the "Brain" for the "Body". Cortex Technologies bridges the gap between complex AI algorithms and real-world hardware systems.
Architected using industry standards
Software is easy.
Hardware is hard.
Most agencies stop at the screen. We don't. We understand that in the real world, bandwidth is low, latency matters, and devices have limited power.
Cortex Technologies specializes in the "Edge". We build custom lightweight AI models that run directly on your hardware, ensuring your system works even when the internet doesn't.
Core Capabilities
Full-Stack Engineering.
Embedded AI
TinyML deployment. We shrink massive neural networks to run on microcontrollers (MCU) and Edge devices.
- > Model Quantization
- > TensorFlow Lite / ONNX
- > Edge Impulse Integration
Robotics & Control
Algorithms that move atoms. From robotic arms to autonomous drones, we handle the math behind the movement.
- > Inverse Kinematics
- > ROS 2 Navigation
- > PID Control Loops
Computer Vision
Automated inspection systems. We build pipelines that can "see" defects, read text (OCR), or track objects.
- > Object Detection (YOLO)
- > Semantic Segmentation
- > Real-time Tracking
Industrial IoT
Connecting machines to the cloud. Robust telemetry pipelines that handle millions of data points.
- > MQTT / CoAP Protocols
- > Fleet Management
- > OTA Updates
Backend & API
High-performance servers to manage your device fleet. Built with Python (Django/FastAPI) and Go.
- > REST & GraphQL APIs
- > Real-time WebSockets
- > Docker Microservices
Our Methodology
The R&D Lifecycle
Discovery
We analyze the physical constraints. Power budget, connectivity range, and environmental factors.
Prototyping
Rapid iteration using off-the-shelf components (Raspberry Pi/Jetson) to validate the AI models.
Engineering
Optimizing code for production. Writing custom drivers, reducing latency, and PCB integration.
Deployment
Scaling the fleet. OTA update infrastructure and cloud dashboard setup.
Sectors
Where we apply Intelligence.
Our technology isn't just theoretical. It's built to solve expensive, dangerous, or tedious problems in the real world.
See Case Studies ->AgriTech
Automated Harvesting
Manufacturing
Defect Detection
Healthcare
Medical Imaging
Defense
Drone Autonomy
Case Studies
Engineered Results.
Ready to deploy?
We absorb the technical risk so you can focus on the product. Let's discuss your hardware specifications.
Schedule Technical Call