Parallax

Every visitor.Counted once.

Parallax turns the security cameras a mall already has into accurate visitor numbers. It runs inside the mall, with no cloud, and keeps no pictures of people.

Counting line
Seen Counted A person is counted after a second and a half of steady tracking. Drawn figures, sample numbers.

Every number herecomes from a test report.

  1. 0.7

    per cent over the true visitor count, on a simulated full mall day of 9,538 people.

  2. 1.0

    per cent off on crossings in and out at the doors, on the same day.

  3. 1.5

    seconds of steady tracking before anyone counts. A glimpse is never a visitor.

  4. 0

    pictures of people saved. Only the numbers are written to disk.

  5. 1

    computer, inside the mall. It counts with no internet connection.

Malls run on footfall. Most of it is a guess.

Rents, staffing and marketing follow how many people come in, and when. Many malls still count with a hand clicker at a few doors.

0847

Two cameras, one person.

Parallax is named for what it does. Two cameras see the same walkway from different angles, so each person lands on the mall's floor plan twice. Parallax puts both sightings in metres, and when they land on the same spot at the same moment, it counts one person.

Camera 1 Camera 2 Floor plan, in metres #1,284

Counted once, as #1,284.

sightingsvisitor, counted once

How it works

First, connect the cameras you have.

Main entrance Connected · 25 frames a second

No new cameras, no new wiring. The video never leaves the building.

Then draw a line across each door.

Main entrance · today
4,302in
4,188out

Then read the report every morning.

Owner report

Thursday 23 October · sample numbers
8,870visitors
8 pmbusiest hour, 1,240 people
52 minaverage stay in the mall
1,312most inside at once, 8:35 pm
DoorInOut
Main entrance4,3024,188
North doors3,0713,120
Car park lift1,8411,906
All doors9,2149,214

More door crossings than visitors: some people step out and come back. They still count as one visitor.

Seating at 8 pm

  • Food court212 of 320 seats
  • Café, ground floor38 of 48
  • Café, first floor22 of 36

Counts people. Not who they are.

These are Parallax's own settings, as they ship. Two of them a mall may switch on, with the consequences written beside them. One is not a setting at all.

Where Parallax is today.

Made by
Secure Systems
Based in
Doha, Qatar
Stage
First pilot

Parallax is built, tested and starting in a real mall. Counting, the live dashboard and the owner reports were tested on recorded crowd video, with a written test report for every version. The first pilot runs in one wing of a shopping mall in Qatar, checked against people counting the same doors by hand. Then every entrance of that mall, then other malls in Qatar and the Gulf.

Record

Done

  1. First working versionOct 2026
  2. Stress tests: glare, dark, frozen picture, knocked cameraOct 2026
  3. Covered dress, shopping bags, crowdsOct 2026
  4. Several cameras counted as oneOct 2026
  5. Cafés and seatingOct 2026
  6. Pilot readiness checkOct 2026

Next

  1. First pilot, one wing, DohaNow
  2. Every entrance of the pilot mallNext
  3. Other malls in Qatar and the GulfNext

About Secure Systems.

Company
Secure Systems
Field
Artificial intelligence
Based in
Doha, Qatar
Contact
automations@securesystems-ai.com

Secure Systems is an artificial intelligence company in Doha, Qatar. Parallax is its first product: it turns the cameras a mall already has into visitor numbers, inside the mall.

A pilot, or a stake?

Both start with an email to automations@securesystems-ai.com