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Security Monitoring Using Computer Vision

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AI Computer Vision Security
Security Monitoring
see threats, not noise.

AI-driven computer vision that analyzes live camera feeds in real time — detecting unauthorized access, loitering, and anomalous behaviour while cutting false alarms.

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The Brief

Traditional CCTV floods operators with false alarms

A facilities management company needed to modernize their physical security posture across multiple sites. Traditional rule-based video surveillance systems generated excessive false alarms and lacked the intelligence to detect nuanced threats such as unauthorized access, loitering, or anomalous behaviour in restricted zones. The customer required an AI-driven solution that could analyze camera feeds in real time, reduce false positives, and provide actionable security intelligence to their operations team.

Excessive false alarms Missed nuanced threats Multi-site complexity
The Solution

AI vision on existing cameras, one security brain

From object detection to context-aware alerting — live video intelligence that scales across every site from a single platform.

01

CV on existing cameras

Deployed a computer vision platform integrated with existing IP camera infrastructure to analyze live video streams in real time using AI and machine learning models.

02

Object detection & classification

Implemented object detection and classification models to identify people, vehicles, and objects of interest within designated security zones.

03

Intelligent security rules

Configured intelligent rules for detecting unauthorized access, perimeter breaches, loitering, and anomalous behavior with context-aware filtering to minimize false positives.

04

Real-time alerting

Implemented real-time alerting on the dashboard to surface threshold breaches and fault conditions as they occur.

05

Cloud security dashboard

Provided a cloud-based security dashboard with live monitoring, event logs, and historical playback for audit and investigation purposes.

06

Multi-site scale

Designed the system to scale across multiple sites with centralized monitoring from a single platform.

The Dashboard

Live video intelligence, not a wall of noise

Live monitoring, event logs, and historical playback in one cloud view — so security teams respond to real threats, not false alarms.

  • People, vehicles, and objects classified in designated zones
  • Context-aware rules for access, perimeter, and loitering
  • Event logs and playback for audit and investigation
Security Monitoring Using Computer Vision Dashboard Live AI analysis
Highlights

What the customer gained

AI threat detectionReal-time threat detection powered by AI-driven computer vision.
Fewer false alarmsSignificant reduction in false alarms compared to traditional rule-based systems.
Faster responseFaster security response times through intelligent, context-aware alerting.
One dashboard, many sitesCentralized monitoring across multiple sites from a single dashboard.
Situational awarenessEnhanced situational awareness with live video analytics.
Future-ready scaleScalable, future-ready architecture that evolves with security requirements.

Turn camera noise into security intelligence

Talk to Big Instance about AI computer vision, context-aware alerting, and multi-site security dashboards on your existing cameras.

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Works with existing IP cameras Context-aware alerting Multi-site centralized view