VLM output
An aerial camera pans over a hazy harbor anchorage in front of a coastal city skyline, holding a green-and-red general cargo ship with a red deck crane in the lower right of frame. The camera drifts left and the cargo ship stays roughly stationary on the water, while a passenger ferry crosses mid-channel and numerous smaller barges and fishing vessels sit moored along the waterfront.
- Primary Vessel DetectedYes
- Primary Vessel TypeCargo ship
- Vessel Count15+
- Vessel Motion StateAnchored
- Vessel Fully In FrameYes
- Berthed At QuayNo
- Camera ViewpointAerial
- Visibility ConditionHazy
- Tracking DifficultyModerate
Customer challenges
Vessel tracking depends heavily on AIS, which updates infrequently and with latency
Small fishing boats and workboats often carry no AIS, creating monitoring blind spots
VTS operators juggle radar, AIS and CCTV on separate screens and cannot hold the whole port at once
Outer channels and turning basins lack high-resolution imagery, so abnormal vessels go unnoticed
After an incident only scattered footage and AIS points remain, making accountability slow to establish
Customer benefits
24x7 AI-driven proactive vessel tracking
Blind spots from non-AIS craft and outer channels closed
Position refresh moves from one AIS fix every 2-10 seconds (up to 3 minutes at anchor) to second-level updates computed frame by frame from video — at 12 knots a vessel covers about 60 metres between two AIS fixes
What is tracked moves from a single antenna fix to the hull itself — bow, stern and heading — with track positioning error within 10 metres (POC acceptance criterion)
One digital-twin view replaces manual cross-referencing across screens
Replayable tracks and imagery accelerate accountability
Rapid deployment on existing poles and cameras, with no marine works
Key features
AI Multi-Focal Shore Camera Grid
Multi-focal lenses cover berths, inner channel and outer channel with overlapping, gap-free fields of view, mounted on existing light poles and fire monitors, with thermal dual-spectrum imaging that keeps tracking through night and sea fog.
AI Vessel Positioning & AIS Fusion
Triangulates multiple views with cross-camera hand-over tracking for real-time vessel position, heading and speed, matches AIS identity while automatically flagging non-AIS targets, and uses VLM to recognize vessel type and behaviour such as speeding, wrong-way movement and abnormal loitering.
Live Vessel Alerts & Records
Issues signal-light graded proactive alerts, keeps replayable tracks and imagery as evidence, and forwards data 24x7 to VTS, MQTT or API.
Live Vessel Digital Twin
Shows live vessel positions and tracks in the port digital twin.
Before & after
| Before | After — with Linker AI Nexa |
|---|---|
| Before Flat AIS tracks, slow to update and delayed | After — with Linker AI Nexa Real-time 3D vessel dynamics from AIS and video fusion |
| Before Small non-AIS craft invisible | After — with Linker AI Nexa If it is on the water, it is detected |
| Before Radar, AIS and CCTV cross-referenced by hand across screens | After — with Linker AI Nexa A single digital-twin view with events located automatically |
| Before Abnormal vessels spotted by eye | After — with Linker AI Nexa AI recognition with signal-light graded proactive alerts |
| Before Only scattered footage after an incident | After — with Linker AI Nexa Full tracks and imagery available for replay |