Case study
AnomSecure: AI-Based Security & Anomaly Detection
AnomSecure is an advanced AI-powered security and anomaly detection platform designed to modernize surveillance operations for airports, commercial zones, and critical infrastructu…
Introduction
AnomSecure is an advanced AI-powered security and anomaly detection platform designed to modernize surveillance operations for airports, commercial zones, and critical infrastructure. It enables real-time threat identification, reduces false alarms, and enhances incident response through intelligent automation.
The problem
Security teams face major limitations in traditional surveillance operations:
- Reactive security where incidents are noticed only after damage occurs
- Inability for human operators to monitor hundreds of cameras 24/7
- Extremely high false alarm rate (95%), causing desensitization
- Slow detection and response time (15–30 minutes)
- No analytics to detect patterns or predict threats
- Lack of proactive incident prevention
Impact: Security breaches, financial losses, property damage, safety risks, operational downtime, and higher manpower costs.
What we deployed
AnomSecure combines AI-based anomaly detection with real-time monitoring to deliver proactive, automated, and highly accurate security intelligence.
The solution offers:
- Real-time detection of unauthorized access, suspicious behavior, weapons, and anomalies
- Intelligent alert filtering with up to 95% false-alarm reduction
- Predictive analytics for early threat identification
- Easy integration with existing CCTV / VMS systems
- Fully functional web dashboard (ML model integration in final stage)
What changed
- 85% faster threat detection (30 minutes → 4 minutes) - 95% reduction in false alarms - 70% decrease in security-related incidents - 50% manpower cost reduction through automation - 60% faster overall response time - Annual facility savings between ৳50,000–300,000 - Achieved 60% ROI in the first operational year
Commercial model
Subscription Tiers: - Basic – ৳3,500/month (up to 5 cameras, anomaly detection) - Professional – ৳20,500/month (up to 10 cameras, anomaly detection + facial recognition) - Enterprise – Custom (unlimited cameras + custom ML models) Additional profit avenues: - Custom ML model development - Hardware integration services - On-premise deployment fees - Yearly support & maintenance agreements - API integration with third-party security systems
Market differentiation
- High-accuracy real-time anomaly detection across people, objects, and vehicles - 95% reduction in false alerts via ML-based filtering - Optional facial recognition and license plate recognition modules - Smooth integration with existing CCTV/VMS infrastructure - Comprehensive analytics dashboard with trends, heatmaps, and playback - Scalability up to city-wide deployments
Where it is used today
- Airports (terminal & perimeter security) - Commercial malls and business districts - Government & critical infrastructure (power plants, secure sites) - Smart city surveillance in Middle East & Africa - Industrial zones (factories, warehouses) - High-security residential areas (DOHS, diplomatic zones)
What comes next
- Edge AI processing for ultra-low-latency detection - Drone surveillance integration - Audio anomaly detection (gunshots, glass break, screams) - AR-based tools for on-ground security staff - Predictive heatmaps for crime-prone zones - AI fire detection and worker PPE violation detection - Full integration with IoT devices and smart city dashboards
Market strategy
- Partnerships with global CCTV vendors, VMS providers, and security contractors - Expansion into Middle Eastern and African smart-city initiatives - SaaS expansion with monthly subscription bundles - Offering APIs for third-party security platforms - Large-scale deployments for airports, smart cities, and industrial clusters - Adding domain-specific modules (industrial safety, fire prediction, traffic analytics)
Conclusion
AnomSecure transforms traditional surveillance into an intelligent, proactive, and data-driven security system. By reducing false alarms, accelerating detection, and improving response time, it significantly enhances safety while lowering operational costs for organizations of all sizes.
About AnomSecure: AI-Based Security & Anomaly Detection
Yes, it works with current CCTV and VMS setups without hardware replacement.
Yes, it provides instant detection and alerts.
No, it is an optional add-on module.
Airports, malls, government sites, factories, smart cities, and residential zones.
Up to 95% false-alarm reduction and significantly faster detection.
Yes, a 3-month pilot with 30% discount is available.
contact@nxtvis.com
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