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.
Ready10 use cases
Traffic and footfall
Who comes in, when, where they go and how long they stay.
Footfall without staff
Customer counts with employees and salespeople removed, using enrolled staff faces.
Rolling out
Busy hours and daily trends
Hour-by-hour and day-by-day patterns to plan staffing and shifts.
Ready
Compare stores and branches
Footfall, waiting, alerts and staffing side by side, adjusted for traffic.
New
Floor heatmaps
Where shoppers walk and stop on each floor.
Validating
Zone visits and dwell
Visits and time spent at displays, categories and promotions.
Validating
Gender and age split
Who your visitors are, by gender and age band, without storing faces.
Rolling out
Groups, couples, solo
How visitors arrive: alone, as couples, families or groups.
New
Delivery staff
Spots delivery riders (Swiggy, Zomato, Blinkit, Zepto and others), with or without cartons, and keeps them out of customer counts.
New
Regular and big-ticket customers
Recognises regular and high-value customers at the door, so the owner can receive them personally.
Rolling out9 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
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.
Validating8 use cases
Vehicles and yards
Plates, waiting vehicles, bays and docks.
Number plates in and out
Every vehicle in and out by plate, with watchlist alerts.
Ready
Match plates to service appointments
Arrivals matched to bookings: early, on time, late or walk-in.
Needs a connection
Vehicles waiting too long
Vehicles waiting in delivery, loading or service areas beyond the agreed time.
Ready
Bay utilisation and turnaround
How busy each service, paint or welding bay is, and how long jobs take.
New
Truck loading and unloading
Each truck at each dock: arrival, loading time and departure.
Ready
Count materials loaded
Pilot: counts units loaded or unloaded per truck.
Pilot
Forklift and pedestrian near-misses
Forklifts and people coming too close in aisles, docks and yards.
Validating
Materials and vehicles leaving the site
Every truck in and out by plate, with time inside, to stop material pilferage.
Ready13 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.
Validating5 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.
New
ATM camera tampering
ATM cameras covered, sprayed, turned or blacked out.
ValidatingQuestions
Auto showrooms and service, answered.
What can a video management system do for auto showrooms and service?
Iron VMS shows every camera live, records on your own server and watches each camera for what matters in auto showrooms and service: Footfall and live occupancy; Busy hours and daily trends; Queue length alert; Counter or desk unattended. In all, 45 use cases across 5 packs switch on for auto showrooms and service.
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?
16 of the 45 use cases for auto showrooms and service 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 QSRCity 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 plantationsBanks and branchesGold-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