Railways
21 Vision AI use cases for railways, running on the cameras already on site.
RailwaysThe challenge
Railways carry millions of passengers through stations, platforms and tracks that are hard to watch end to end.
Awiros detects track intrusion, abandoned objects and people in distress, manages crowds and queues, and inspects tracks and train parts — so stations stay safe and services run on time.
Use cases
3 areas of the operation, 21 agents. Each runs on its own, or alongside the rest on the same feeds.
Fire & Smoke DetectionDetects fire and smoke early.
Abandoned Object DetectionFlags bags and objects left unattended.
Suspicious Person IdentificationFlags people on a watchlist.
Person HailingAlerts when someone signals for help.
Person CollapseSpots people who fall or collapse.
Unauthorized Person on Railway TracksAlerts when someone is on the tracks.
Unauthorized Entry Inside Driver's CabinAlerts on unauthorised entry to the driver's cabin.
White Line Intrusion on PlatformAlerts when someone crosses the platform safety line.
Passenger DemographicsDescribes passengers by age, clothing and accessories.
Security at Designated PlaceAlerts when a guard leaves their post.
Footfall Count at Entry gateCounts passengers entering to manage inflow.
Crowd EstimationEstimates crowd size on platforms.
Queue Management at Ticket CounterTracks ticket counter queues to cut waits.
Facial RecognitionIdentifies staff and flags watchlisted people.
PPE DetectionAlerts when required PPE is missing.
Staff Occupancy at Ticket CounterConfirms ticket counters are staffed.
Railway Tracks InspectionFinds track defects before they cause derailments.
Train Parts Visual InspectionFinds damage and defects on train parts.
License Plate DetectionReads number plates of vehicles entering parking.
Parking ManagementShows which parking spaces are free.
Suspicious Vehicle IdentificationFlags watchlisted or non-standard number plates.The dashboard
What your control room sees: live detections with video evidence, and the patterns that build up over weeks.

Impact story
FAQs
Awiros detects track intrusion, abandoned objects and people in distress, manages crowds and queues, and inspects tracks and train parts — so stations stay safe and services run on time.
21 Vision AI use cases across 3 areas. Safety & Security Monitoring: Fire & Smoke Detection, Abandoned Object Detection, Suspicious Person Identification, Person Hailing, Person Collapse, Unauthorized Person on Railway Tracks, Unauthorized Entry Inside Driver's Cabin and White Line Intrusion on Platform. Operations & Staff Management: Passenger Demographics, Security at Designated Place, Footfall Count at Entry gate, Crowd Estimation, Queue Management at Ticket Counter, Facial Recognition, PPE Detection, Staff Occupancy at Ticket Counter, Railway Tracks Inspection and Train Parts Visual Inspection. Traffic Management: License Plate Detection, Parking Management and Suspicious Vehicle Identification.
No. Awiros runs on the cameras already on site: Aura plugs into existing CCTV, NVRs and VMS over standard protocols (ONVIF, RTSP), with no rip-and-replace.
Yes. Awiros deploys on your premises, at the edge, in the cloud or in your hand — and Aura manages all of them the same way, from one console.
Book a demo. We'll map your sites to the railways use cases and scope a pilot on your own cameras.
Book a demo
We'll map your sites to the railways use cases above and scope a pilot on your own cameras.
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