SQube
System status · live

Know exactly who's inside —
without double-counting anyone.

SQube turns your existing entry cameras into a real-time deduplication and capacity-alert system. One person, counted once, no matter how many times they walk back in.

ENTRY_LEDGER · DEMO_GATESAMPLE
0000/ 500 unique  ·  example limit window

Stop guessing your capacity.

Manual headcounts drift. Hand-clickers fail during a rush. And every time someone steps out for air and walks back in, your count climbs even though the room hasn't changed. SQube replaces the clicker with a deduplication engine that recognizes a returning face and simply… doesn't count it twice.

~99%
TARGET MATCH ACCURACY
<5s
ALERT DISPATCH TIME
500–50K
UNIQUE PROFILES PER WINDOW, BY TIER
Process

Intelligence in four steps.

Every entry passes through the same pipeline, end to end, in under two seconds.

STEP 01

Connect

Plug into the IP cameras already mounted at your entry points. No new hardware required.

STEP 02

Detect

Each face is converted into a compact feature signature, processed at the edge.

STEP 03

Deduplicate

New signatures are matched against everyone already counted in the active window.

STEP 04

Alert

Crossing your limit fires an email, SMS, or dashboard alert to your floor staff.

Platform

Built for scale. Designed for precision.

Every feature maps to a real operational problem at the door — not a checkbox.

FR1 · INGESTION

Multi-camera ingestion

Aggregate every entry and exit feed into one unified count, across as many doors as you have.

FR2 · IDENTITY

Unique identity recognition

A compact feature signature distinguishes individuals even in crowded, fast-moving lines.

FR3 · WINDOWS

Configurable time windows

Define exactly when counting starts and stops — a single shift, a two-night event, anything in between.

FR4 · DEDUPLICATION

Intelligent deduplication

Re-entries are recognized and ignored, so smoke breaks and bathroom runs never inflate your count.

FR5 · ALERTING

Real-time capacity alerts

The moment your limit is reached, staff get an SMS, email, or dashboard ping — automatically.

FR6–7 · REVIEW

Identity gallery & auditing

Browse every counted person by first-seen time, with a representative image, for fast investigation.

FR10 · RETENTION

Automated data lifecycle

Set a retention period and SQube purges identity data automatically once it expires.

IDENTITY_GALLERY · SAMPLE WINDOW · EXAMPLE RESULTS
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Optional

Modules you can switch on later

FR8 · OCCUPANCY

Live occupancy mapping

Track entries against exits to estimate how many people are inside right now, zone by zone.

FR9 · DEMOGRAPHICS

Anonymized age-group insights

Bucket visits by approximate age range for reporting, without storing extra personal data.

Architecture

Under the hood.

For the IT and security leads who need to know exactly what they're deploying.

IP Camera
RTSP / ONVIF
Edge Detection
person located
Feature Extraction
vector signature
Matching Engine
dedup vs. window
Alert

Mid-sized venue

1–4 camera feeds
Standard on-site compute
Minimal network load (10–20 Mbps)
Up to 3,000 unique profiles / window

Stadium & arena

10+ camera feeds
GPU-accelerated clusters
High-throughput load balancing
50,000+ unique profiles / window

System requirements

  • Works with standard RTSP / ONVIF IP cameras — no proprietary hardware lock-in.
  • Low bandwidth overhead: roughly 10–50 Mbps depending on how many streams you run.
  • API-first design, so it integrates into the VMS you already operate.
Industries

Tailored to your floor.

The same engine, pointed at four very different doors.

Nightlife & events

Challenge

Holding to fire-code capacity while guests step out and back in all night.

Solution

Automated limits and alerts before a room gets overcrowded — smoking-area re-entries are never double-counted.

Stadiums & large venues

Challenge

Tracking tens of thousands of people across dozens of gates at once.

Solution

GPU-accelerated matching scales to large crowds while keeping per-gate latency under a couple of seconds.

Restricted-access facilities

Challenge

Proving exactly who was in a secure zone, and when.

Solution

Role-based access to the identity gallery, plus a searchable, timestamped audit trail.

Retail & public spaces

Challenge

Understanding foot traffic patterns without overstepping on privacy.

Solution

Optional anonymized demographic reporting, with no permanent biometric storage required.

Trust & security

Privacy first, by design.

Biometric data is some of the most sensitive data there is — we treat it that way by default.

01 / ENCRYPTION

Encrypted at rest and in transit

Identity vectors and images are encrypted using AES-256 at rest and TLS 1.2+ in transit, end to end.

02 / ACCESS

Role-based access control

Only authorized administrators can open the identity gallery or change system configuration.

03 / RETENTION

Ephemeral by default

Identity data auto-purges once your configured retention window closes — nothing lingers by accident.

04 / COMPLIANCE

Built for compliance

Designed around consent, minimal retention, and data sovereignty — aligned to evolving regional regulation.

Pricing

Transparent pricing, any scale.

Three tiers, built around how many doors you're watching.

Starter

SMALL VENUES & CLUBS
  • Up to 2 camera feeds
  • Core deduplication engine
  • Real-time alerts
  • Standard support
Talk to sales
Recommended

Pro

MID-SIZED FACILITIES
  • Up to 10 camera feeds
  • Identity gallery review
  • Custom retention windows
  • Priority support
Talk to sales

Enterprise

STADIUMS & CAMPUSES
  • Unlimited camera feeds
  • High-throughput GPU scaling
  • VMS & API integrations
  • Dedicated account manager
Talk to sales
How quickly can SQube be deployed?+

Most Starter and Pro deployments go live in under 48 hours, using the IP camera infrastructure you already have installed.

Is facial recognition legal in my area?+

Rules vary by region. SQube is built with strict deletion and anonymization controls to help you meet local privacy law and signage requirements — but we'd recommend checking with local counsel for your specific venue.

What happens when we hit our capacity limit?+

The system fires an alert — email, SMS, or dashboard — the moment the count reaches your configured limit, typically within a few seconds of the triggering entry.

See your own door, counted correctly.

Bring your camera feeds. We'll show you the ledger in real time.

Book a Demo