How Anomaly Detection Video Surveillance Will Define 2026 Security

Security threats emerge from the ordinary, hiding within everyday patterns until something goes wrong. Traditional surveillance systems wait for incidents to happen, then crawl to respond. Here is where anomaly detection video surveillance changes everything.

Instead of waiting for disasters, anomaly detection technology spots the unusual moments that signal potential trouble.

• A person lingering too long in a restricted area.
• An abandoned package in a crowded space.
• Unusual movement patterns that break from the norm.

With anomaly detection video surveillance, subtle signs become powerful early warnings.

How Anomaly Detection Video Surveillance Works?

Anomaly detection works on a simple yet profound principle: (most behavior follows predictable patterns). When something deviates significantly from established norms, it deserves attention. The anomaly detection video surveillance technology learns what normal looks like in each environment, then flags anything that doesn’t fit.

Example: At a busy shopping mall, an AI-powered video analytics system learns typical customer movement patterns throughout the day. It understands rush hours, quiet periods, and seasonal variations. When someone starts behaving differently, perhaps moving against traffic flow or spending excessive time near security-sensitive areas, the system takes notice.

The market recognizes this potential: according to recent analysis, the anomaly detection market reached $2.56 billion in 2023 and projects explosive growth to $10.5 billion by 2035 (MRFR, 2025).

AvidBeam’s Security Innovation Across the Middle East and Africa

AvidBeam was created by former Intel engineers who shared a deep interest in video technology. The “Dream Team” set out to solve an important problem: how to make regular security cameras smarter and more useful for businesses and organizations.

In just a few years, the company has won major awards:

• Named two times in the top 20 most promising Big Data companies by CIO Review.
• Selected among 100 global AI startups changing industries by IFC and the World Economic Forum.

Today, AvidBeam is a leader in smart city solutions, intelligent buildings, and various industries through AI-powered video analytics systems, including AvidGuard, which specializes in video monitoring for anomaly detection video surveillance.

AvidGuard: AvidBeam’s Cornerstone Product

AvidBeam‘s cornerstone product, AvidGuard, transforms complex AI algorithms into an intuitive security platform.

• Multi-Threat Detection: Identifies intrusions, loitering, abandoned objects, crowd formations, and social distancing violations.
• Vehicle Analytics: Provides vehicle classification, lane change detection, traffic light violations, and illegal parking recognition.
• Real-Time Monitoring: Detects smoke and fire, Personal Protective Equipment (PPE) compliance, face masks, and suspicious activities like fights.
• Operational Flexibility: Compatible with 2MP to 4K cameras, supporting lenses from 3-12mm with minimal hardware requirements (2GB RAM/camera, 2.4GHz CPU).
• Scalable Architecture: Deploys on-premise, private, or public cloud with VMS integration (Milestone, Genetec) and ONVIF camera support.
• Cross-Industry Applications: Serves smart cities, transportation, oil & gas, healthcare, and education sectors globally.

Also you can learn more about: Video Analysis AI

Success Stories: AvidBeam and Egypt’s Security Transformation

Driving Egypt’s smart future, AvidBeam video analytics solutions powering national development initiatives. Explore some of AvidBeam’s impactful implementations:

1. New Alamein City: The ambitious coastal development project in Egypt deployed AvidBeam‘s integrated security ecosystem, combining face recognition, anomaly detection video surveillance, and license plate recognition.
2. Knowledge City, New Capital: Egypt’s flagship educational hub uses video analytics-based anomaly detection video surveillance alongside facial recognition systems.
3. Alexandria Smart Tech Park: The technology hub uses anomaly detection’s versatility through AvidBeam’s integrated security and traffic management systems.
4. Military Stadium, New Capital: Egypt’s premier sports venue relies on AvidBeam’s advanced facial recognition and anomaly detection video surveillance to manage crowds.

Also you can learn more about: Anomaly detection in video surveillance

Success Stories: AvidBeam and Saudi Arabia’s Security Leadership

AvidBeam‘s video analytics solutions are widely adopted across Saudi Arabia, aligning with Vision 2030 objectives. Here are “some” success stories:

1. King Abdullah Petroleum Studies and Research Center: The research facility in Saudi Arabia implemented AvidBeam‘s anomaly detection video surveillance system to secure sensitive petroleum research operations.
2. Soundstorm 2024, Riyadh: AvidBeam’s smart video analytics enabled security coordination for over 450,000 attendees at MDLBeast Soundstorm 2024, a three-day music festival featuring global headliners like Eminem, Calvin Harris, ASAP Rocky, Camila Cabello, Muse, and Linkin Park.
3. Riyadh Parking: AvidBeam reshaped parking management for 18,000 slots across Riyadh through AvidFace solution. The system monitors parking violations, optimizes space allocation, and provides real-time availability updates to city management systems.

Also you can learn more about: Video Security Analytics

GenAI and AvidBeam’s Specialized Solutions Portfolio

AvidBeam Technologies is currently developing advanced systems that integrate artificial intelligence and natural language to create a unique interactive monitoring experience.
The solution combines intelligent threat detection, natural conversational interfaces, and precise analytics. AvidBeam merges video analytics with generative AI to:

1. Enable real-time video feed analysis by AI to identify risks such as safety violations or equipment malfunctions.
2. Allow operators to ask plain-language questions like:
   • “Describe the triggered alert and explain why it occurred.”
   • “Locate the nearest fire extinguisher.”
   • “Identify which workers are present in this area.”
3. Provide exact alert locations and violation details (e.g., “3 meters northwest of Conveyor #4” or “Worker missing hardhat in Zone C”).
4. Deliver contextual understanding that goes beyond object recognition to interpret relationships between workers, equipment, and environments.
5. Eventually support proactive alerting capabilities.

While this natural language-based system remains under development, AvidBeam already offers exceptional AI-powered video analytics solutions including:

AvidAuto Solution

AvidAuto platform transforms chaotic traffic patterns into manageable data streams. The system delivers surgical precision in vehicle tracking while providing traffic analysis capabilities:

• Wrong-way driver detection with instant alert systems for highway safety.
• Identification of vehicle specifications, including color, dimensions, and model.
• Licence plate recognition in Latin and Arabic alphabets.
• Peak traffic hour analysis enabling dynamic traffic light optimization.
• Historical license plate searches by date, time, and location for law enforcement.
• Speed violation documentation with photographic evidence for traffic courts.
• Lane change monitoring to identify aggressive or dangerous driving patterns.

AvidFace Solution

AvidFace is a facial recognition technology, achieving over 90% accuracy rates and goes beyond simple identification to understand behavioral context and movement patterns. The system creates profiles including:

• Individual interaction analysis to identify potential security risks.
• Behavioral pattern recognition that learns normal versus suspicious activities.
• Movement tracking across multiple camera zones for comprehensive monitoring.
• Access control integration links facial recognition with access control systems.
• Visitor management automation simplifies guest registration and tracking processes.
• People counting feature ensures accurate tracking without double-counting.

AvidRetail Solution

Converting surveillance infrastructure into powerful business analytics tools, AvidRetail reveals customer behavior insights previously available only to online retailers:

• Heat mapping visualization shows high-traffic areas and customer preferences.
• Demographic analysis provides age and gender insights for targeted marketing.
• Shopping pattern recognition tracks customer journeys through retail spaces.
• Queue management optimization reduces wait times and improves customer satisfaction.
• Theft prevention integration combines business intelligence with loss prevention.

AvidHawk Solution

AvidHawk transforms hours of footage into actionable intelligence:

• Intelligent video condensation reduces longrecordings to short clipts with Tags for Fast Search and Event Detection.
• Advanced search capabilities enable keyword-based video content discovery.
• Automated tagging systems categorize video content for retrieval.
• Forensic investigation tools enable frame-by-frame analysis for use in legal proceedings.
• Real-time alert integration connects historical analysis with live monitoring systems.