Koca Ventures Ltd
71-75 Shelton Street
Covent Garden, London
WC2H 9JQ, United Kingdom
Registered in England & Wales — 16231043
Restaurant Intelligence
AI That Sees What YourTeam Misses
Project Orion turns your existing security cameras into an operations intelligence layer — tracking tables, routing orders, and surfacing insights that reduce missed orders and speed up service.
35%
Faster Table Service
40%
Fewer Missed Orders
10+
Sites Running Computer Vision
2.8x
Return on Investment
Core Capabilities
What Project Orion Does
01
Camera-Based Vision
Works on your existing CCTV infrastructure with no new hardware, sensors, or wiring. Project Orion connects to your camera feeds and begins processing without a hardware installation.
02
Table State Tracking
Real-time awareness of table status across the floor — occupied, flagged, awaiting service. Surfaced to staff before service drops so problems are caught before customers notice.
03
Voice Order Routing
Spoken orders are captured at the point of service and routed intelligently to the right kitchen station, eliminating relay errors and reducing the gap between order and preparation.
04
POS Integration
Connects to your existing point-of-sale system to correlate camera events with order data — giving managers a complete operational picture across the floor, not just one data stream.
Live Deployment
Operating in Customer Locations
Project Orion was built alongside a hospitality group whose platform spans 150+ locations; computer vision has been live at 10+ sites since launch. Built to their operational requirements, deployed on their existing hardware.
Operations teams report significantly fewer missed orders, faster table turns, and clearer floor visibility. The system runs on existing CCTV with zero camera replacement required.
Measured Outcomes
- 40% fewer missed orders across tracked sites
- Real-time table status visible to floor managers and runners
- Spoken orders routed to the right kitchen station at the point of capture
- No new camera hardware — deployed on existing CCTV infrastructure
- 92% of service staff actively using the system day to day
Technology Stack
What Runs Underneath
01
AI & Machine Learning
NVIDIA DeepStream and TensorRT for GPU-accelerated multi-camera inference. Custom-trained YOLOv8 models for hospitality-specific object and action detection.
02
Operations Dashboard
React-based live floor view with real-time table status, alert timeline, and shift reporting. Optimised for tablet use on the floor and desktop review by managers.
03
Backend & Data
FastAPI on Python with async processing and WebSocket push for live floor updates. PostgreSQL for event storage, session data, and operational analytics.
04
Edge Runtime
On-premise NVIDIA Jetson deployment — no footage leaves the premises. Multi-site Kubernetes orchestration available for chains with centralised management requirements.
Last reviewed:
Ready to Deploy
See Project Orion in Your Locations
Project Orion is production-ready and actively deployed. Reach out to scope a pilot using your existing camera infrastructure.