Koca Ventures Ltd
71-75 Shelton Street
Covent Garden, London
WC2H 9JQ, United Kingdom
Registered in England & Wales — 16231043
Edge AI Security
Perimeter Intelligence onNVIDIA Jetson
Project Vanguard is a multi-camera edge AI perimeter security system that runs entirely on-premise on NVIDIA Jetson hardware — real-time threat detection, behaviour analysis, and alert management, engineered to a sub-20ms per-stream latency budget with no cloud dependency.
16
Simultaneous Camera Streams
<20ms
Per-Stream Latency Budget
99.2%
Detection Accuracy
100%
On-Premise Processing
Core Capabilities
What Project Vanguard Does
01
NVIDIA DeepStream Pipeline
End-to-end GPU-accelerated inference using NVIDIA DeepStream with multi-stream TensorRT model serving — up to 16 IP camera streams processed simultaneously on a single Jetson AGX Orin.
02
Behaviour Analysis Engine
Classifies object trajectories, zone violations, loitering, and anomalous motion patterns. Models trained specifically for commercial and industrial perimeter scenarios — not repurposed from generic datasets.
03
Sub-20ms Latency Budget
The pipeline is engineered to a sub-20ms per-stream budget from triggering frame to dispatched alert, and load-tested against it — no cloud round-trips in the detection path.
04
Unified Alert Dashboard
Web-based operations dashboard with live camera mosaic, event timeline, clip export, and configurable zone rules. Designed for security operations centres and on-site managers.
Edge-First Architecture
Built for On-Premise Deployment
Project Vanguard runs entirely on-site on NVIDIA Jetson hardware. No camera footage ever leaves the premises — all inference, storage, and alerting happen at the edge. Data sovereignty is not a feature option, it's the architecture.
The system operates in locations with intermittent or no connectivity. Local storage, local alerts, and the full dashboard function independently of internet availability — designed for industrial and high-security environments.
Technical Specifications
- NVIDIA Jetson AGX Orin or Jetson NX — scalable by site and stream count
- DeepStream 6.x with TensorRT 8 — GPU-accelerated multi-model inference
- RTSP camera ingestion — compatible with all major IP camera brands
- Encrypted local storage with configurable rolling retention window
- REST + WebSocket API for access control and third-party system integration
Deployment Environments
Where Project Vanguard Operates
01
Commercial Properties
Office buildings, retail parks, and mixed-use developments requiring perimeter monitoring across multiple entry points with low false-positive rates and minimal operator intervention.
02
Industrial Sites
Factories, warehouses, and logistics hubs where consistent out-of-hours perimeter coverage and rapid intruder detection are critical to operations and asset protection.
03
High-Security Residential
Premium residential developments and private estates requiring discreet, always-on perimeter intelligence — without third-party cloud storage of private footage.
Last reviewed:
Secure Your Perimeter
Deploy Project Vanguard On-Site
Project Vanguard is available for commercial and industrial deployment. Reach out to scope your site requirements and arrange a scoping call.