Edge AI Architecture
Our stack is built for autonomy in disconnected environments — combining high-performance compute with industrial-grade sensing.
NVIDIA Jetson Orin Nano
67 TOPS of on-device AI for real-time crack segmentation, object detection, and autonomous path planning — no cloud required.
ROS 2 Navigation
Industry-standard middleware enabling reliable SLAM, sensor fusion, and deterministic robot behavior across all platforms.
Multi-Sensor Fusion
LiDAR + Thermal + 30× Zoom RGB integrated in real time for full situational awareness in GPS-denied environments.
Mesh Communication
Resilient peer-to-peer mesh networking for drone swarms and ground robots operating in disconnected field conditions.
Custom YOLO Models
Fine-tuned detection models trained on proprietary datasets for infrastructure defects, medical anomalies, and more.
Edge Security Layer
Encrypted local inference pipeline ensuring sensitive data never leaves the device — critical for defence & healthcare.
67 TOPS
On-device AI compute
< 40ms
Real-time inference latency
100%
Offline capable
6+
Integrated sensor types
Core Technology
Limitless
Possibilities
With AT Bots
Pioneering Edge Intelligence
We push the boundaries of what's possible at the edge — processing complex AI models directly on industrial drones without any cloud dependency.
- On-device NVIDIA Jetson Orin Nano (67 TOPS)
- Real-time compliance-ready inspection reports
- Under-bridge GPS-denied autonomous navigation
- Google Cloud & DPIIT validated platform
How Edge AI is Transforming Infrastructure Inspection
Q1 2025 · AT Bots Research
Deep Tech Stack