UrbanWatch
UrbanWatch: AI Smart Intersection, Adaptive Traffic Control & Urban Safety Platform
Executive Overview
UrbanWatch is an industrial-grade AI platform that turns ordinary urban intersections into responsive, intelligent mobility nodes. It combines real-time computer vision, cooperative intelligent transport infrastructure (C-ITS) and neurocryptographic data protection to reduce congestion, prevent pedestrian accidents and automate municipal traffic management. Traffic signals adapt to live vehicle queues and pedestrians, public transport and emergency vehicles get priority, violations are logged automatically, and every video stream is cryptographically signed so it holds up as evidence. Validated across 465 active traffic junctions.
Neural & Technological Stack
Adaptive signal control: universal traffic controller and ML algorithms adjust signal cycles to vehicle queues and pedestrian presence
Public transit preemption: C-ITS / V2I radio and optical agents create priority "green wave" routing for buses, trams and emergency vehicles
Video analytics: edge deep neural networks (CNN, object detection) for multi-class detection of vehicles, pedestrians, bicycles, signs and road defects; violation, speeding, lane-drift and crosswalk-intrusion logging; under 100 ms inference latency per channel
Sensor fusion: optical CCTV, thermal IR, radar/LiDAR and inductive loops for tracking in zero visibility, glare and adverse weather
Tamper-proof video: neurocryptography (elliptic curve digital signatures) and a distributed ledger for hash registration of streams and violation timestamps
Environmental telemetry: noise, air quality, particulate pollution and road friction sensors
Model re-training: no-code edge active learning on the customer's own data
Dispatcher suite: interactive GIS map, automated event cards, autonomous ML scheduling or manual operator mode, native SCADA / ATCS integration
Target Industry Verticals
Municipal and state transport departments, city traffic management centres, regional and federal road and transport authorities, smart city and intelligent transport (ITS) integrators, telecom operators, commercial logistics and public transit operators, and international smart city concessionaires.
Deep-Dive Reference
Explore the full architectural whitepaper and engineering case studies in My Projects: https://www.loranjacobs.com/my-projects/eye-urbanwatch
Deployment & Licensing Matrix
Delivery model: On-Premises (installed in the customer's infrastructure by our engineers; edge inference with no cloud transmission delay)
Licence: annual enterprise licence; scope and SLA are configured to intersection count, telemetry load and sensor configuration
Tiers: Business Ultra, Enterprise, Enterprise Ultra (final scope and price per tier are confirmed after site survey)
Reference edge hardware: modular Slide Frame housing with tool-less plug-and-play cameras, acoustic modules, Wi-Fi access points and micro-radar; active laser safety curtain; full-matrix LED displays
Integration: SCADA / ATCS, GIS, municipal data warehouses, C-ITS / V2X (V2V and V2I over Wi-Fi 802.11p/ax and LPWAN)
Maturity: TRL 9 (proven in operation; successfully deployed in industry)
Initial integration and deployment (on-site calibration, edge setup, ATCS/SCADA connectivity): from €180,000
Annual support and model retraining (routine maintenance and SLA): from €60,000 per year
All prices exclude sales tax.
