Advanced Shoplifting Detection AI That Sees What Others Miss
Powered by state-of-the-art pose detection and behavior analysis
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.
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
Understands body language, not just movement
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. This goes far beyond traditional motion detection.
Precise Object Estimation
Knows what's in hand, and what shouldn't be
Our agent estimates object size, shape, and location in real time, enabling detection of actions like hiding merchandise in bags or swapping products. It spots the interaction between people and products, not just where people move.
Real-Time Behavior Modeling
Catches the why, not just the what
Using historical patterns and contextual clues, Dragonfruit’s Shoplifting Detection AI aget identifies behaviors that match known theft tactics, like circling a display repeatedly, approaching items from blind spots, etc. The AI adapts over time to new shoplifting strategies.
Act when it matters most.
Get instant notifications when suspicious behavior is detected, with video evidence and incident details for quick decision-making.
Get Smarter with Every Incident
AI learns from every incident to recognize evolving theft patterns and adapt to your store's unique environment.
One Suspect. One View. Many Angles.
Follow suspects seamlessly across your entire store with advanced person tracking that maintains identity across multiple cameras and zones.
Stop Theft Before It Leaves the Store
Advanced AI analyzes body language and behavior patterns to detect concealment and checkout fraud before items leave your store.
Everything You Need to Act Quickly
Comprehensive documentation and case management tools streamline investigations and provide court-ready evidence.
Precision Without the Noise
Fine-tuned AI reduces false alerts while maintaining high detection accuracy across diverse store environments.
Cross-Agent Synergy
Even stronger when paired with other AI Agents.
- Sales Analysis (Exception Based Reporting, Customer Not Present, SCO & Staffed Lane Fraud)
- Intrusion & After-Hours Monitoring
- Case Management & Investigations Agents
- Slip / Trip / Fall Detection
What It Stops — at a Glance
Real-Time Detection of the Costliest Self-Checkout Fraud Types
Scan Avoidance
How Dragonfruit Prevents It
Detects items placed in bags without a scan, using real-time visual verification
Concealment Behavior
How Dragonfruit Prevents It
Flags suspicious movements like placing items in bags, under clothing, or in strollers, especially when far from checkout.
Bypass at Self-Checkout
How Dragonfruit Prevents It
Identifies cases where items are bagged without scanning, skipped on purpose, or blocked from view.
Coordinated Group Activity
How Dragonfruit Prevents It
Spots distraction tactics or multiple individuals working together to obscure actions and steal.
Exit Without Purchase
How Dragonfruit Prevents It
Notices shoppers exiting without scanning or paying, especially after lengthy browsing.
Known Offender Behavior
How Dragonfruit Prevents It
Learns and flags patterns from repeat visitors or previously flagged individuals, even if their appearance changes.
Shoplifting Detection AI Agent FAQs
How accurate is the Shoplifting Detection AI Agent?
Dragonfruit’s AI is trained on real retail incidents and gets smarter over time. It detects up to 10× more suspicious gestures than human observers—while cutting false alarms by 95% or more, delivering enterprise-grade accuracy you can rely on.
Can it track individuals across multiple cameras?
Yes. Our person re-identification engine follows the same individual across different camera angles.
Will it overwhelm my team with false alerts?
No. Our behavioral AI is tuned for low false positive rates. Only high-confidence events are surfaced, so your team stays focused on what matters.
Does this work with our existing cameras and VMS?
Yes. Dragonfruit integrates with leading VMS platforms, using your existing camera infrastructure.
What kind of hardware is required?
All deployments include a Dragonfruit Base Station (Apple Mac Mini with M4 chip) that handles local AI processing—no GPU cloud costs or extra hardware needed.
How quickly can we deploy this?
Most deployments go live in under a week thanks to our plug-and-play architecture that works with your current systems and scales easily across locations.
Can this connect to our GSOC or alerting system?
Absolutely. Alerts can be routed to in-store devices, regional dashboards, or central GSOCs via direct integrations or API.
What kind of support does Dragonfruit offer?
We provide onboarding, training, and ongoing support via our customer success team. Optional 24/7 monitoring and integration support are also available.
Can I use this at multiple locations?
Absolutely. The platform is built for chain-wide rollout and gives you centralized visibility across all your stores.
Is the alerting customizable?
Yes. You can tune sensitivity levels by time, zone, or store to align with your LP team's strategy.
Do I have to pay extra for case management?
Case Management is available as an add-on agent, fully integrated for seamless incident escalation and resolution.