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🛡️
Loss Prevention AI

Guardian

AI-powered loss prevention that never sleeps. Detect theft, suspicious behavior, and security incidents in real-time across all your ARA locations.

-68%
Theft Reduction
First 6 months
24/7
Monitoring
Zero downtime
<2s
Alert Time
Real-time detection
94%
Accuracy
False positive rate <6%

What is Guardian?

An intelligent security layer for your stores

Guardian is an AI-powered loss prevention system that uses computer vision to monitor your store floor in real-time. Unlike traditional security cameras that require constant human monitoring, Guardian automatically detects and alerts you to theft attempts, suspicious behavior patterns, and security incidents.

Built specifically for Colombian retail environments, Guardian understands the unique challenges of ARA stores—from crowded weekends to high-traffic promotional periods. The system integrates seamlessly with your existing camera infrastructure, requiring zero hardware replacement.

For ARA, This Means:

  • 💰 Recover $180K+ annually in prevented losses across a typical 5-store operation
  • 👁️ Monitor 12+ stores from Bogotá HQ (ARA Calle 80, ARA Autopista Norte km 19, ARA Cedritos, ARA Centro Mayor) with a single security team instead of on-site guards at each location
  • 📱 WhatsApp alerts to store managers within 2 seconds of detection—faster than any human guard response
  • 📊 Identify your riskiest hours—Guardian data shows theft peaks between 2-4 PM and 7-9 PM in most Colombian stores
  • 🎯 Focus security on high-theft categories—liquor, electronics, cosmetics, and baby formula in Colombian retail
  • ⚖️ Legal evidence with timestamped video—admissible in Colombian courts for prosecution and insurance claims

How Guardian Works

Four-layer AI security architecture

1

Vision Layer

Connects to your existing security cameras via RTSP/ONVIF protocols. Processes video streams at 30fps with edge computing to minimize latency and bandwidth usage.

2

Detection Layer

YOLOv8-based object detection identifies people, products, bags, and suspicious activities. Custom-trained on 50,000+ hours of Colombian retail footage.

3

Behavior Analysis

Temporal pattern recognition detects suspicious behaviors: repeated shelf visits, concealment gestures, exit path anomalies, and coordinated group activity.

4

Alert System

Multi-channel notifications via mobile app, SMS, WhatsApp, and in-store speakers. Includes video clip evidence and suggested response protocols.

Technical Stack

• Computer Vision: YOLOv8, OpenCV
• Edge Processing: NVIDIA Jetson, Intel NUC
• ML Framework: PyTorch, TensorFlow
• Video Processing: FFmpeg, GStreamer
• Database: PostgreSQL + TimescaleDB
• Notifications: Twilio, Firebase Cloud Messaging

Real Cases from ARA Stores

How Guardian prevented losses in Colombian retail environments

🏪

Weekend Theft Ring - ARA Calle 80

Scenario: Organized Group Theft

Guardian detected a pattern of coordinated theft every Saturday afternoon. Three individuals would enter separately, with two creating distractions while the third concealed high-value electronics. The system flagged the behavioral pattern after the second incident, leading to 4 arrests and recovery of $12,400 in merchandise.

Impact
Prevented losses: $12,400
Detection time: 1.8 seconds
🎒

Backpack Concealment - ARA Suba

Scenario: Individual Shoplifting

A customer spent 8 minutes in the cosmetics aisle, repeatedly opening a backpack near products. Guardian's behavior analysis detected the anomaly and alerted security. Staff intercepted the customer at the exit, recovering $380 in concealed cosmetics.

Impact
Items recovered: 47 units
Alert timing: Before exit
👥

Employee Collusion - ARA Fontibón

Scenario: Internal Theft

Guardian identified unusual checkout patterns where an employee consistently undercharged specific customers. Cross-referencing with POS data revealed $8,900 in losses over 3 weeks. The employee was removed, and checkout procedures were revised.

Impact
Losses identified: $8,900
Pattern detected: 3 weeks

Key Benefits

Why ARA stores choose Guardian

💰

Reduce Shrinkage

Average 68% reduction in theft-related losses within 6 months of deployment.

Real-Time Response

Alerts within 2 seconds of detection. Stop theft before it exits the store.

📱

Mobile First

Managers receive alerts on their phones with video evidence and location data.

🔌

Easy Integration

Works with your existing cameras. No hardware replacement needed.

📊

Data Insights

Track theft patterns by time, location, and product category to optimize security.

🔒

Privacy Compliant

GDPR-compliant anonymization. No facial recognition. Behavior-based detection only.

Technical Features

Enterprise-grade security infrastructure

Detection Capabilities

  • Concealment detection (bags, pockets, clothing)
  • Suspicious loitering and repeated shelf visits
  • Group coordination patterns
  • Exit path anomalies and rushed departures
  • After-hours intrusion detection
  • Employee checkout anomaly detection

System Features

  • Multi-camera correlation and tracking
  • Automatic incident video clip generation
  • POS integration for transaction correlation
  • Multi-store dashboard and analytics
  • Customizable alert thresholds per location
  • Incident reporting and case management

Protect Your Investment

Schedule a demo to see Guardian in action. We'll show you how it detects theft in real-time using footage from your own stores.