Footfall and live occupancy
Visitors in and out, and how many are inside right now, for every store.
Know how many people walk in, every hour, in every store.
Ready16 use cases
Jewellery and high-value counters
Trays left with customers, covered faces, weapons, snatching, strongrooms, recce gangs and known offenders.
Counter or desk unattended
Billing, reception and service desks left without staff during open hours.
Ready
Cash drawer opened with no customer
Drawer openings at billing counters when no customer is present.
Needs a connection
Camera offline, blocked, blurred
Cameras offline, covered, blurred, moved or with night vision failing.
Validating
Customer alone with trays out
A customer at a counter with trays or boxes out and no salesperson on the other side.
No tray is ever out without a salesperson watching it.
Validating
Helmet, mask or covered face at the door
Someone walking in with a helmet, mask or face covered, so the guard can ask them politely before they reach a counter.
Validating
Weapons in the showroom
A knife, pistol or other weapon seen in the showroom or at the door, raised to the owner, guard and police at once.
A panic button that presses itself.
Validating
Grab and run from the counter
Someone snatching a chain, box or tray from a counter and running for the door.
Validating
Strongroom and locker room after hours
Anyone at the strongroom, safe or locker room after the shop closes.
Ready
Recce outside the showroom
People hanging around the entrance or across the road for too long, the way a robbery gang scouts a shop.
Ready
Known offenders and gangs
Faces on a list shared by the jewellers' association or police, matched the moment they walk in.
Rolling out
Regular and big-ticket customers
Recognises regular and high-value customers at the door, so the owner can receive them personally.
Rolling out
Guard at the door
The guard's post at the door left empty during opening hours.
Ready
Trace a suspect across cameras
Pilot: find one person by their clothes across every camera, from the door to the counter and back out.
Pilot
Cameras covered or turned
A showroom camera covered, sprayed or turned away, usually the first move in a planned theft.
Validating
Empty shop, nobody at the counter
The billing counter or cash drawer left with nobody on it while the shop is open.
See from your phone that someone is minding the shop.
Ready10 use cases
Banking and ATM security
ATM fraud signs, vaults after hours, branch crowding, cash vans and counters.
Guard post unattended
Security posts, gates and cabins left without a guard during the shift.
Ready
Face covered at the ATM
Helmets, masks and covered faces at ATMs, a common sign before fraud or attack.
Validating
Too many people in the ATM
More than one or two people inside the ATM cabin at once.
Ready
Loitering at the ATM
Someone hanging around the ATM cabin without transacting.
Ready
Skimmers and card-slot tampering
Pilot: devices fitted on card slots and keypads, as leads for the ATM team.
Pilot
ATM camera tampering
ATM cameras covered, sprayed, turned or blacked out.
Validating
Vault and strong room after hours
Anyone near the vault, strong room or lockers outside banking hours.
Ready
Branch crowding
Banking halls getting crowded, so another counter opens.
Validating
Cash van arrival and dwell
Cash vans in and out by plate, and how long they stand at the branch.
Ready
Cash counter left unattended
Cash and teller counters left without staff while cash is out.
Ready7 use cases
Queues and service
Queues, waiting, service time and counters that need staff.
Queue length alert
Alerts when too many are waiting, so another counter opens in time.
Ready
Waiting and service time
How long each customer waits, and how long they are served, per counter.
Rolling out
Left the queue without service
Customers who joined a queue and walked away before being served.
New
Customer waiting with no staff
Customers left waiting at a counter or zone with nobody to help, and how long until someone came.
New
Staff and customer interaction time
How long staff spend with customers in each zone, and how many customers get help.
New
Darshan and entry queues
Queue length and waiting time in darshan lines, ticket counters and security checks.
Ready
OPD, billing and pharmacy queues
Queue length and waiting at OPD registration, billing and pharmacy counters.
Ready17 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
Drone sightings
Pilot: drones over no-fly zones, events and secure sites.
Pilot
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
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
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.
Validating3 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.
NewQuestions
Gold-loan and NBFC branches, answered.
What can a video management system do for gold-loan and NBFC branches?
Iron VMS shows every camera live, records on your own server and watches each camera for what matters in gold-loan and NBFC branches: Footfall and live occupancy; Counter or desk unattended; Strongroom and locker room after hours; Recce outside the showroom. In all, 53 use cases across 5 packs switch on for gold-loan and NBFC branches.
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?
25 of the 53 use cases for gold-loan and NBFC branches 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.
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