Advanced Shoplifting Detection AI That Sees What Others Miss

Stop shoplifting before it happens with smart behavior analysis that fits right into your existing security setup. Instant, accurate alerts help your team act fast—no noise, just results

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REAL BEHAVIOR

Not just motion or object detection

95%+

AI accuracy

FULLY COMPATIBLE

Works with your current cameras + VMS

Trusted by Leading Brands

The Power Behind Real-Time Shoplifting Detection

Our agent doesn’t rely on any one signal to raise an alarm. Instead, it continuously evaluates pose, object, and behavior signals to calculate a suspicious behavior score. Alerts are only triggered when the score crosses a dynamic threshold—reducing false positives and ensuring only real threats are flagged

Advanced Pose Detection

Dragonfruit's Shoplifting Detection agent tracks full-body skeletal posture to spot unnatural or suspicious motions, like bending to conceal items, turning away from cameras, or hovering in high-risk zones

Precise Object Estimation

Our agent estimates object size, shape, and location in real time, enabling detection of actions like hiding merchandise in bags or swapping products

Real-Time Behavior Modeling

Using historical patterns and contextual clues, Dragonfruit’s Shoplifting Detection AI agent identifies behavior that matches known theft tactics, like circling a display repeatedly, approaching items from blind spots, etc

Key Capabilities

Real-Time Alerts

Act when it matters most

• Instant in-store alerts (tablet, mobile, dashboard)
• Video clip + incident details for rapid decision-making
• Configurable escalation rules based on confidence and store policies

Adaptive Pattern Recognition

Get Smarter with Every Incident

• Identifies repeat patterns and evolving theft tactics based on entry/exit patterns, dwell time, and movement paths
• Builds timelines of suspicious behavior across visits and zones
• Continuously adapts to store-specific layouts and habits

One Suspect. One View. Many Angles.

Multi-Zone + Multi-Camera Tracking

• Tracks individuals seamlessly across zones and camera feeds
• Full-context incident reviews across space and time

Concealment Intelligence

Stop Theft Before It Leaves the Store

• Detects concealment behaviors and body-language cues
• Identifies skip-scanning and under-bagging at all POS areas
• Reduces reliance on manual monitoring and post-event review

Low False Positives, High Configurability

Precision Without the Noise

• Works across body types, angles, and customer behavior
• Adjust detection thresholds by area, time, or layout
• Fine-tune alert frequency for each store or region

Cross-Agent Synergy

Dragonfruit's Shoplifting Detection AI agent is even stronger when paired with other AI Agents

• Sales Analysis (Exception Based Reporting, Customer Not Present, SCO & Staffed Lane Fraud)

• Intrusion Detection

• Case Management & Investigations Agents

• Slip & Fall Detection

FAQs - Shoplifting Detection AI Agent

How accurate is the Shoplifting Detection AI Agent?

Will it overwhelm my team with false alerts?

Does this work with our existing cameras and VMS?

What kind of hardware is required?

Can this connect to our GSOC or alerting system?

Can I use this at multiple locations?

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