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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