MallsEnvironment and cleanliness
CAM-544
Four cleaning jobs in a single frame
Mid-afternoon on the walkway, next to the patio. In the middle of the path there’s a spill, the stain already spread, with napkins and cups scattered around it; two people walk round it so as not to step in it. To one side, a service shopping cart loaded with uncleared trays has been standing for twenty-two minutes. To the other, a shopping shopping cart abandoned outside its area. On the patio, tables nobody has cleared and a customer complaining. Four different things, in a single frame.

Turn on IRIS Vision
AI-generated image
What IRIS understands
What it recognizes in this scene
- spill in the walkway
- scattered litter
- service shopping cart loaded with uncleared trays
- shopping shopping cart outside its area
- patio tables nobody has cleared
- customer complaining to the waiter
- people walking round the stain
- the nearest trash can
What this camera measures
An alert says something’s happening. The reading says how much.
- 9 minSpill standing for
- 4Open jobs
- 22 minShopping cart standing for
- 3Shopping carts outside their area
- 13:05Time
The figures on this screen are an example from the illustration, not any client’s measurement.
The rule
You decide once. IRIS applies it always.
If
When a spill or an abandoned object appears in a walkway
Then
- send the nearest cleaning team the exact spot
- record the time it appeared and the time it was cleared
- add the job to the day’s facilities log
The instruction that set it up«Tell me if there is a spill in a walkway, a service shopping cart standing for more than fifteen minutes, or a shopping shopping cart outside its area.»
What changes
What changes for operations, for asset management and for security
None of these four things is an emergency, and the four together are tomorrow’s review. Today they get fixed when somebody walks past and notices; with IRIS, the facilities manager sees the alert with the exact spot and sends whichever team is closest. And at the end of the month he has what nobody has today: where the mess happens, at what time, and how long it takes to clear. That’s what you use to tune the cleaning shift, and that’s where the money is.
What people usually ask
Is the inside of the restrooms watched?
No. In restrooms what’s monitored is the entrance and how often the service passes, never the inside. That is: how many people go in and out, and how long since the cleaning team last came through. There’s no camera inside and there won’t be one. Those two figures are enough to know when it’s time to clean, which is exactly what this is for.
How does it tell a spill from a shadow on the floor?
By how long it lasts and by what people do. A shadow moves with the sun; a stain stays put and people start walking round it. IRIS raises the alert when something appears on the floor of a walkway and is still there a while later. And it doesn’t stop at the alert: it records the time it appeared and the time it was cleared, and that’s the figure you use to tune a shift.
Is this a way of monitoring the cleaning staff?
No, and it’s worth saying plainly. IRIS measures the state of the floor and how long a job takes to close, not what any individual does. It identifies nobody, recognizes no faces and follows nobody around the mall. What comes out of this is a map of where mess happens and at what hour, and it is used to put more people where they’re needed, not to point at anyone.
Other cameras
- CAM-535 · How many people come in through each door, and when
- CAM-536 · An empty hallway sixty feet from a packed wing
- CAM-537 · Before, during and after: what the campaign actually brought in
- CAM-538 · Eighteen hundred walk past and two hundred stop
- CAM-539 · The ground floor packed and the upper walkway deserted
- CAM-540 · How many get out of the car and which door they end up using
Simulation · how IRIS works
A new case each time. Always the same screen.
It plays by itself and shows one case from start to finish. It’s a summary: the real screen has far more functions than fit in this box.
- Cameras on the map
- You draw an area
- What passed shows up
Next step
Venues and trade shows
What does a venue with twenty thousand people inside see?
15 cases: 11 raise an alert when something happens and 4 only measure. You see each image as it is, and then with what IRIS understands on top.
Hotels
When does a bad review get decided?
15 cases: 11 raise an alert when something happens and 4 only measure. You see each image as it is, and then with what IRIS understands on top.
And the best part
“The white van, Tuesday afternoon.”That’s enough to find it.
You type it the way you’d tell a colleague, and the matching minutes come back, each with its camera and its time. You don’t need to remember the exact moment.
Tell us your problem and we’ll say whether IRIS understands it, or not yet.
A person answers, the same working day.