Robotics Automation For Industry 4.0 & Edge AI
Custom robotics control software, ROS2 middleware, computer vision defect inspection, and IoT sensor telemetry engineered for smart manufacturing and autonomous hardware.
What We Automate & Deliver.
ROS 2 & Motion Control Software
Design and implement robust Robot Operating System (ROS2) architectures, kinematics controllers, and path planning pipelines.
- ROS 2 Humble / Iron node architectures in C++ & Python
- Nav2 autonomous navigation & obstacle avoidance
- MoveIt 2 robotic arm trajectory and gripper planning
- URDF / SDF simulation models in Gazebo
Edge Computer Vision & Inspection
Deploy real-time YOLO and OpenCV vision pipelines on NVIDIA Jetson and edge microcomputers for automated visual inspection and object sorting.
- YOLOv8 / YOLOv11 custom object detection models
- Defect identification & sorting conveyor automation
- Stereo vision 3D spatial depth mapping
- NVIDIA TensorRT acceleration for 60+ FPS inference
IoT Sensor Telemetry & PLC Bridging
Bridge legacy industrial PLCs and microcontrollers (ESP32, STM32, Arduino) with modern cloud dashboards via MQTT and Modbus protocols.
- Modbus TCP / RTU and OPC-UA protocol drivers
- MQTT / WebSockets low-latency telemetry streaming
- Predictive machine health & vibration monitoring
- Cloud emergency stop and safety interlock logic
Digital Twin & Fleet Telematics
Monitor, simulate, and control multi-robot fleets with centralized web dashboards and real-time 3D state visualization.
- WebRTC low-latency video streaming & teleoperation
- Three.js 3D digital twin warehouse visualization
- Fleet battery health & automated charging station routing
- Over-the-air (OTA) robot firmware update pipelines
How Our Automation Works.
Kinematics & Sensor Audit
Selecting actuators, LiDAR, depth cameras, microcontrollers, and communication protocols.
Gazebo & Digital Twin
Testing navigation, collision boundaries, and control algorithms inside virtual simulation environments.
Firmware & ROS2 Nodes
Compiling real-time C++ control loops, TensorRT vision inference, and safety interlocks on physical hardware.
On-Site Calibration & Telemetry
Deploying to physical factory floor, tuning PID controllers, and connecting cloud telemetry dashboards.
Robotics Automation Projects.
Live production implementations fetched dynamically from our verified database with architectural breakdowns and SLAs.
Autonomous Warehouse AMR Navigation & Fleet Dispatcher
ROS 2 based Autonomous Mobile Robot system with 2D LiDAR SLAM, obstacle avoidance, and centralized web fleet dispatch dashboard.
Edge Computer Vision PCB Defect Inspection Cell
NVIDIA Jetson edge camera system running custom YOLOv8 models to detect solder bridges and missing micro-components at 45 parts/minute.
IoT Smart Agriculture Drone Telemetry & Crop Health Pipeline
Multispectral camera payload with automated NDVI vegetation index processing and telemetry broadcast over LoRaWAN.
Battle-Tested Tech Ecosystem.
ROS 2
Robotics Middleware
NVIDIA Jetson
Edge Computing
OpenCV
Computer Vision
Python / C++
Core Logic
Gazebo
3D Simulation
MQTT / Modbus
Industrial IoT
Common Questions Answered.
Ready to Automate?
Submit your project specifications and receive an engineering architecture draft within 24 hours.