Standard motion detection creates alert fatigue. Archangel detects actual theft patterns.
AI behaviour detection for retail. Identifies coordinated shoplifting, suspicious loitering, staff safety incidents and unusual behaviour at tills and high-value fixtures. On your existing cameras.
Two months free. No hardware. No commitment beyond the conversation.
01 / The Challenge in Retail
Your cameras trigger alerts hundreds of times a day.
Your team has stopped watching them.
Retail crime cost UK businesses 4.2 billion pounds in 2023. The majority of it is not opportunistic: coordinated shoplifting by organised groups accounts for a growing proportion of high-value losses. These groups know where cameras are positioned, how alert thresholds work, and how long it takes for a response to arrive. Standard motion detection is not designed for what they do.
Alert fatigue is the deeper problem. Motion-triggered systems in retail environments fire hundreds of alerts per day: customers browsing, staff restocking, automatic doors opening. Teams learn to ignore the feed. By the time a genuine incident is in progress, the monitoring habit is already broken.
Staff safety is a separate but growing concern. Retail staff face higher rates of verbal and physical aggression than almost any other customer-facing sector. Incidents at tills, near store entrances and in changing room corridors often happen quickly and without warning. Detection that identifies pre-aggression patterns gives staff time to act.
Coordinated theft groups use diversion tactics: one person draws staff attention while others work a different part of the store. Single-camera monitoring misses this by design. Behaviour detection that works across your full camera estate identifies the coordinated pattern, not just individual movements.
“Alert fatigue means your team has already stopped watching by the time the real incident starts.”
02 / Detection Capabilities
What Archangel detects in retail stores
- Coordinated theft patterns: multiple individuals working separate zones simultaneously with diversion behaviour
- Pre-aggression indicators at tills and service points: raised voices, posture changes, escalating confrontation
- Loitering in high-value fixture areas, changing rooms and near fire exits
- Unusual behaviour patterns at self-checkout: concealment indicators and scan-avoidance movements
- After-hours intrusion through service doors, loading bays and rear access points
- Perimeter anomalies in car park and service yard areas linked to organised retail crime
03 / How It Works
Four steps. No new hardware.
- 01
Connect
We integrate with your existing CCTV infrastructure. No new hardware. No rip and replace. Live in under 48 hours.
- 02
Detect
Archangel monitors your camera feeds continuously, analysing behaviour patterns in real time across every zone.
- 03
Alert
When a relevant pattern is detected, your operators receive a specific alert with context clip and location. Not a motion trigger. An actionable signal.
- 04
Learn
The system calibrates to your environment over time, reducing false positives and improving signal accuracy for your specific site.
AI CCTV in your city
See how Archangel works across your store layout.
Book a discovery call. We will assess your current camera positions, review the detection layers most relevant to your store format, and show you what two months free looks like on your existing infrastructure.
Two months free. No hardware. No commitment beyond the conversation.
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