Queue length alert
Alerts when too many are waiting, so another counter opens in time.
Ready9 use cases
Queues and service
Queues, waiting, service time and counters that need staff.
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
Counter or desk unattended
Billing, reception and service desks left without staff during open hours.
Ready
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.
Ready
Branch crowding
Banking halls getting crowded, so another counter opens.
Validating9 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
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
Staff and workforce
Attendance, uniforms, grooming and staff on the floor.
Staff attendance and time inside
Who came in, when, how long they stayed, and time away during the shift.
Rolling out
Student and library attendance
Attendance by face for classrooms, gates and libraries, with consent.
Validating
Uniform compliance
Checks staff are in the right uniform, every day, per store.
Rolling out
Grooming, caps and hairnets
Caps, hairnets and grooming rules in kitchens, counters and food areas.
New
Classroom without an adult
Alerts when a classroom or play area has children but no adult, beyond a set time.
Ready
Workers on site, headcount
Workers entering and leaving the site, and how many are inside each shift.
Ready
Labour attendance
Farm and dairy workers' attendance from faces at the gate, with hours on site.
Rolling out13 use cases
Store operations
Opening hours, after-hours, restricted areas, hygiene and hazards.
Opening and closing times
When each store actually opened and closed, against its schedule.
Rolling out
After-hours intrusion
Anyone inside the store after closing, with the clip.
Ready
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
Crowding
Sudden gatherings and crowded areas in stores, branches and campuses.
Ready
Uncleared tables and table hygiene
Tables left dirty after customers leave, and how fast they get cleared.
Rolling out
Seating available
Free and occupied tables right now, and how busy seating gets.
Ready
Cleaning rounds done or missed
Checks scheduled cleaning rounds happened, with an audit trail.
New
Shelf gaps
Visible empty shelf space in chosen aisles, checked through the day.
Validating
Spills, blocked paths and exits
Spills, obstructions and blocked fire exits where people walk.
Validating
Smoke and fire
Early warning when smoke or flames are seen on camera.
Validating
Doors and gates left open
Shutters, gates, fire doors and cold-room doors left open too long.
Validating
Fire exits blocked
Boxes, trolleys and locked shutters blocking fire exits and escape routes.
Validating4 use cases
Loss prevention
Cash drawers, voids, refunds and suspicious behaviour.
Cash drawer opened with no customer
Drawer openings at billing counters when no customer is present.
Needs a connection
Visitors vs bills, voids and refunds
Conversion from footfall to bills, and voids or refunds matched to video.
Needs a connection
Concealment, items leaving unpaid
Pilot: flags concealment-like movements for staff to review.
Pilot
Trial room overstay
Someone in a trial room far longer than usual, often a sign of tags being cut. Watches the corridor only, never inside.
Ready4 use cases
Platform and camera health
Camera health, recording, access and accuracy.
Camera offline, blocked, blurred
Cameras offline, covered, blurred, moved or with night vision failing.
Validating
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
Banks and branches, answered.
What can a video management system do for banks and branches?
Iron VMS shows every camera live, records on your own server and watches each camera for what matters in banks and branches: Queue length alert; Counter or desk unattended; Darshan and entry queues; OPD, billing and pharmacy queues. In all, 46 use cases across 6 packs switch on for banks and 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?
19 of the 46 use cases for banks and 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.
Other industries
Built for every business.
Jewellers and gold showroomsKirana and supermarketsRetail storesMalls and multiplexesSaree, textile and ethnic wearMobile and electronics shopsPharmacies and chemistsSweet shops, bakeries and cloud kitchensRestaurants and QSRAuto showrooms and serviceCity police and smart cityTransport hubs, metro and railHighways and toll plazasTemples, stadiums and eventsGovernment officesFactories and plantsWarehouses and logisticsGodowns, mandis and cold storageConstruction sitesPetrol pumps and fuel stationsFarms, dairies and plantationsGold-loan and NBFC branchesHospitals and clinicsSchools and campusesCoaching centres and exam hallsGyms, salons and spasHotels and resortsPG, hostels and co-livingResidential societiesBanquet halls and wedding venuesOffices and IT parks