City police and smart city: AI CCTV & video management system

17 use cases

City surveillance and public safety

Weapons, fights, snatching, women's safety, watchlists and unattended objects on city streets.

Camera offline, blocked, blurred

Cameras offline, covered, blurred, moved or with night vision failing.

Validating

Visible weapons

Knives, firearms and other weapons seen in public, sent to the control room with the clip.

Spot a weapon on any street camera in seconds, not after the incident.

Validating

Fights and assaults

Fights, assaults and scuffles in public places, with the clip for the nearest patrol.

Validating

Chain snatching and grab-and-run

Snatch-and-run incidents, usually by two-wheeler, with the plate where the camera sees it.

Validating

Woman in distress

A woman in distress or waving for help, flagged for an immediate check.

Validating

Night loitering at sensitive spots

Individuals or groups hanging around ATMs, schools, parks and dark stretches at night.

Ready

Calls and gestures for help

Someone waving for help or shouting, picked up by camera and microphone.

Validating

Unattended bags and objects

Bags, boxes and parcels left alone in public places beyond a set time.

Validating

Wanted persons watchlist

Faces of wanted or missing persons matched across street cameras, with every sighting on a map.

Rolling out

Protests and sudden gatherings

Crowds forming quickly at junctions, offices and sensitive sites, with headcount.

Ready

Stray cattle, dogs and monkeys

Cattle on roads, dog packs and monkeys, reported to the civic body with location.

Validating

Illegal vending and encroachment

Carts, stalls and goods spilling onto footpaths and no-vending zones.

Validating

Drone sightings

Pilot: drones over no-fly zones, events and secure sites.

Pilot

Child alone in the crowd

Pilot: a child alone or separated in crowded venues, as leads for the help desk.

Pilot

VIP and dignitary arrival

Recognises enrolled VIPs at gates so protocol and security are ready.

Rolling out

Pickpocketing and snatching in crowds

Grab-and-run and pickpocket-like movements in markets, buses and queues.

Validating

Harassment outside the centre

Pilot: a group surrounding or troubling a student at the gate, bus stop or lane outside.

Pilot

23 use cases

Traffic enforcement and ANPR

Helmets, triple riding, red lights, wrong side, speeding, bus lanes and wanted plates.

Number plates in and out

Every vehicle in and out by plate, with watchlist alerts.

Ready

No-helmet riding

Riders and pillions without helmets, with plate and photo for the challan.

Every no-helmet rider at the junction, with plate and photo, ready for the challan.

Validating

Triple riding

Three or more people on a two-wheeler, with the plate.

Ready

Red-light jumping

Vehicles crossing the stop line on red, using the signal's own state from the camera.

Validating

Wrong-side driving

Vehicles driving against traffic on one-ways, service roads and flyover ramps.

Ready

Speeding and school zones

Vehicle speed from the camera, with lower limits near schools at school hours.

Validating

No-entry violations

Vehicles entering no-entry streets, gates and one-ways.

Ready

Bus-lane misuse

Cars and two-wheelers driving or parking in bus priority lanes.

Ready

Stopping on the zebra crossing

Vehicles stopping on pedestrian crossings at signals.

Ready

Phone while driving

Pilot: drivers and riders using a phone, as leads for review.

Pilot

Stolen and wanted vehicles

Plates on stolen, wanted or unpaid-challan lists, flagged the moment they pass any camera.

Ready

Honking in silence zones

Pilot: honking near hospitals and schools, heard by camera microphones.

Pilot

Junction congestion and vehicle counts

Queue length, congestion and vehicles by type at every junction, to retime signals.

Validating

Accidents and stalled vehicles

Crashes, fallen riders and broken-down vehicles blocking lanes, with the clip for the nearest unit.

Validating

Heavy vehicles in restricted hours

Trucks and heavy vehicles inside city limits during no-entry hours.

Ready

Traffic signal faults

Signals dark, stuck or blinking, reported before the jam builds.

Validating

Illegal, double and footpath parking

No-parking zones, double parking and vehicles on footpaths.

Ready

Vehicles by type

Cars, two-wheelers, autos, buses and trucks counted through each lane.

Ready

Potholes

Potholes spotted by street cameras, with location for the repair crew.

Validating

Open and damaged manholes

Open, missing or damaged manhole covers.

Validating

Fallen trees and branches

Trees and branches down on roads, wires and vehicles.

Validating

Faded road markings

Pilot: zebra crossings, stop lines and lane markings faded or missing.

Pilot

Smoky vehicles

Pilot: vehicles emitting visible smoke, with the plate.

Pilot

11 use cases

Crowd and event management

Crowd limits, surges, gate counts, queues and parking at events, temples and venues.

Crowding

Sudden gatherings and crowded areas in stores, branches and campuses.

Ready

Child unattended or isolated

A child alone, isolated, or staying in one spot unusually long.

Validating

Crowd density and limits

People in each enclosure against its safe limit, with alerts before it is overfull.

Validating

Surge and stampede risk

Sudden running, surges and crowd pressure at gates, ghats and platforms.

Validating

Gate entries and live headcount

Entries and exits at every gate, and how many are inside the venue now.

Ready

Darshan and entry queues

Queue length and waiting time in darshan lines, ticket counters and security checks.

Ready

Crowd flow against the route

People walking against the one-way crowd route at gates, ramps and exits.

Ready

Event parking fill

Free and taken bays in every parking lot, so traffic is sent where there is space.

Ready

Platform overcrowding

Platforms filling beyond safe levels, so entry can be held.

Validating

Station footfall by gate

Passengers in and out through every entry, by hour, to plan staff and trains.

Ready

Lift lobby and clubhouse crowding

Lobbies, lifts and the clubhouse beyond their limit, during events and peak hours.

Validating

8 use cases

Civic assets and environment

Potholes, streetlights, garbage, manholes, drains, trees, signs and emissions.

Open burning

Garbage, leaves and waste being burnt in the open.

Validating

Industrial smoke and emissions

Dark smoke from chimneys, kilns and boilers beyond the allowed level.

Validating

Waterlogging and flooding

Water on roads, underpasses, basements and parking, for diversion and pumping.

Validating

Debris and digging on public roads

Construction debris dumped on roads and unauthorised road digging.

Validating

Streetlights out

Streetlights not working at night, checked every evening.

Validating

Garbage dumping and overflowing bins

Garbage dumped in the open, black spots and bins overflowing.

Validating

Blocked drains

Drains blocked with silt or waste, before the rains turn them into floods.

Validating

Illegal hoardings and damaged signs

Pilot: unauthorised hoardings and damaged or missing road signs.

Pilot

19 use cases

Perimeter and intrusion security

Walls, fences, rooftops, doors, guard posts and staff-only areas.

Restricted area intrusion

Entry into stockrooms, cash offices, server rooms and staff-only areas.

Ready

Intrusion with face recognition

Intrusion alarms that know who it is: staff on your lists let through, anyone on a banned list named, strangers raised as usual.

Fewer false intrusion alarms from your own staff, and a name on the ones that matter.

Ready

Climbing walls and fences

Someone climbing a boundary wall, fence or gate, day or night.

Validating

Tailgating at controlled doors

A second person slipping through a badge-controlled door or turnstile behind the first.

Validating

Rooftop and terrace access

Anyone on rooftops, terraces and water-tank areas, with the clip.

Ready

Animals inside the premises

Dogs, cattle, monkeys or wildlife entering sites, farms and campuses.

Validating

Items thrown over the wall

Pilot: packages thrown over boundary walls, common at prisons and warehouses.

Pilot

Vehicles in pedestrian zones

Cars and two-wheelers inside walkways, plazas and campus pedestrian zones.

Ready

Guard post unattended

Security posts, gates and cabins left without a guard during the shift.

Ready

Loitering near the perimeter

Someone hanging around gates, walls and parked vehicles longer than usual.

Ready

Unknown person in staff-only areas

Anyone not on the staff list inside staff-only areas, by face.

Rolling out

Doors and gates left open

Shutters, gates, fire doors and cold-room doors left open too long.

Validating

Site intrusion after hours

Anyone on the site, in stores or the yard after work stops.

Ready

Yard and depot intrusion

Anyone in rail yards, depots and stabling lines.

Ready

Known offenders and gangs

Faces on a list shared by the jewellers' association or police, matched the moment they walk in.

Rolling out

Guard at the door

The guard's post at the door left empty during opening hours.

Ready

Night watch on the shutter

Anyone at the shutter, or hanging around the shop front, after it is closed for the night.

Ready

Night intrusion in the godown and yard

Anyone in the godown, yard or loading area at night.

Ready

Night theft and boundary breaks

People climbing the boundary or in the farm at night: crop, pump and equipment theft.

Validating

4 use cases

Platform and camera health

Camera health, recording, access and accuracy.

Recording failures and storage

Recording gaps and storage on each DVR or NVR.

Needs a connection

Store logins, roles, per-store reports

Each store manager sees only their store; head office sees everything.

Ready

Count accuracy dashboard

Sampled clips checked by people against the AI's counts, with the error rate per store.

New

ATM camera tampering

ATM cameras covered, sprayed, turned or blacked out.

Validating

Questions

City police and smart city, answered.

What can a video management system do for city police and smart city?

Iron VMS shows every camera live, records on your own server and watches each camera for what matters in city police and smart city: Night loitering at sensitive spots; Protests and sudden gatherings; Number plates in and out; Triple riding. In all, 82 use cases across 6 packs switch on for city police and smart city.

Will it work with the CCTV cameras we already have?

Yes. Iron works with any IP camera or NVR that speaks RTSP or ONVIF. Existing NVRs keep recording while Iron adds live view, search, AI and alerts.

Does our video leave the premises?

No. Iron runs on a server you own, as a Windows, Linux or macOS service. AI can run on site too; cloud models are optional.

How do we get alerted?

Every alarm becomes an incident with its clip and goes to whoever is on shift on WhatsApp, SMS, email or a webhook, escalating if nobody acknowledges it.

How many of these are ready today?

30 of the 82 use cases for city police and smart city are proven on real footage and ready now; the rest are validating, rolling out or in pilot, and each card on this page says which.