HyperVis is the perception layer running underneath every MSafe deployment.
A shared computer-vision core — object detection, multi-object tracking, and edge inference — specialized into three modules so each industry gets exactly the signal it needs.
From camera to alert in five stages.
Safety Vision
Collision avoidance and warning for vehicles operating around people. Built first for transit workcars, and equally suited to any fleet vehicle in mixed pedestrian traffic.
- Pedestrian & cyclist detectionReal-time detection and tracking around the vehicle perimeter, tuned for low-light yard and street conditions.
- Collision avoidance & warning (CAWS)In-cab and external alerts when a tracked object enters a calculated collision path.
- Blind-spot monitoringContinuous coverage of zones outside direct operator sightlines, with proximity-based alert thresholds.
- Event logging for incident reviewEvery alert is timestamped and stored for after-action review and safety reporting.
Attention & Risk
In-cabin driver monitoring that reads attention state, not just GPS speed. Deployed with OEM partners to catch fatigue and distraction as it happens.
- Drowsiness & microsleep detectionEye closure, head nod, and blink-rate analysis flag fatigue before it becomes a lane departure.
- Distraction detectionPhone use, prolonged gaze-away, and hands-off-wheel patterns detected and scored in real time.
- Driver scoring & fleet analyticsEvery driver gets a rolling safety score; fleet managers get a ranked view across the roster.
- OEM platform integrationDesigned to integrate directly into in-vehicle compute platforms rather than bolt-on hardware.
Industrial Vision
Site-level monitoring for plants, depots, and mining operations — covering both fixed cameras and vehicle-mounted feeds across the same perception core.
- PPE compliance detectionConfirms hard hats, vests, and other required equipment are present in monitored zones.
- Restricted zone intrusionFlags unauthorized entry into defined hazard zones, with configurable alert escalation.
- Heavy equipment proximityTracks proximity between personnel and moving equipment on haul roads and depot floors.
- Fixed + mobile camera supportRuns on stationary site cameras and vehicle-mounted units within a single site dashboard.
Standard protocols. No proprietary lock-in.
HyperVis sits on top of camera infrastructure you already own, and feeds into the systems your team already uses.
The questions every operator asks first.
What hardware does HyperVis run on?
HyperVis runs on NVIDIA Jetson edge devices mounted on vehicles or at fixed sites. Inference happens locally at the edge, so alerts fire in real time without depending on a cloud round-trip.
Do we need to replace our existing cameras?
In most cases, no. HyperVis connects to standard RTSP and ONVIF camera feeds — the protocols most modern IP and vehicle cameras already speak — across both fixed and vehicle-mounted units.
How do alerts reach operators and safety teams?
Operators get real-time in-cab or on-site alerts the moment a risk condition is detected. Every event is timestamped and logged to the fleet dashboard, where safety teams review incidents, trends, and per-driver scores.
Where is HyperVis deployed today?
HyperVis has validated deployments in transit and municipal fleets in the Greater Toronto Area, integrations with automotive OEM platforms, and industrial site monitoring configurations. See the Solutions page for how each vertical uses the platform.