40+ detection scenarios.
Zero data labeling required.
Every use case in Monutus ships pre-trained on real-world footage. Pick your scenarios, configure your alert thresholds, and go live — often the same day.
Safety & Compliance
PPE Detection
Detect missing helmets, vests, gloves, and safety glasses on every worker in every frame. Compliance reports replace manual audits.
Restricted Zone Enforcement
Draw virtual boundaries on any camera. Instant alert when anyone enters a hazardous area, machine exclusion zone, or off-limits floor.
Fire & Smoke Early Warning
Computer vision detects smoke or flame signatures seconds before traditional heat sensors trigger — critical time saved in dense production environments.
Slip, Trip & Fall Detection
AI identifies when a person falls and automatically alerts first-aid teams with camera location and a clip — critical in elderly care, warehouses, and wet floors.
Retail & Commerce
Queue Depth Monitoring
Real-time count of people waiting in every checkout, service counter, or fitting room queue. Alert when depth exceeds your threshold.
Footfall Counting & Heatmaps
Accurate bidirectional people counting at every entrance, combined with in-store dwell-time heatmaps to identify dead zones and high-conversion aisles.
Shelf Out-of-Stock Detection
Monutus monitors shelf fill levels and flags empty or low-stock sections to replenishment teams before customers see a gap.
Loss Prevention & Shoplifting Alerts
AI identifies concealment behavior patterns — item pocketing, bag manipulation, and receipt skipping — alerting loss prevention staff with a real-time clip.
Security & Access
After-Hours Intrusion Detection
Unlike motion sensors, Monutus distinguishes between a cleaning crew, an animal, and an actual intruder — slashing false alarms while catching real threats.
Loitering & Suspicious Behavior
Flag individuals who linger in parking areas, lobbies, or near ATMs beyond your configured time threshold — before a crime occurs.
Tailgating Detection
Detect when more than one person passes through a secured door on a single credential — a leading cause of unauthorized access in corporate and healthcare buildings.
Vehicle & License Plate Monitoring
Track vehicle entry/exit, identify unauthorized vehicles in restricted lots, and build historical records of plate activity across your facilities.
Operations & Productivity
Production Line Monitoring
Monitor assembly line throughput, detect line stoppages, and measure operator activity levels — giving operations managers live visibility without walking the floor.
Dock & Loading Bay Management
Track truck arrival, docking time, loading duration, and departure — creating a timestamped log that eliminates dock scheduling disputes.
Employee Productivity Metrics
Measure time spent at workstations, idle time in break areas, and adherence to shift start/end times — entirely anonymized and GDPR-compliant.
Cleaning & Hygiene Compliance
Verify that cleaning schedules are followed, hand-hygiene stations are used, and sanitation SOPs are executed — especially critical in food production and healthcare.
Don't see your use case?
We've trained custom models for everything from surgical instrument counting to crane proximity detection. Tell us your problem — we'll tell you if we can solve it.
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