CCTV and Artificial Intelligence

Until a few years ago, CCTV systems had a simple role: record video and audio. Today, artificial intelligence (AI) enables them to understand what they see. With video-analytics algorithms, cameras can recognize people, vehicles or objects, detect unusual movements and alert early about potential incidents. This technology—already embedded in products from vendors such as Axis and Genetec—transforms CCTV from a passive monitoring layer into an active tool for prevention, security and data analysis.

Typical AI Functions in CCTV Systems

AI adds a layer of perception to modern surveillance platforms. Below are some of the most widely used functions supported today by the leading ecosystems.

Object detection and categorization

• Object Detection: recognition of people, vehicles, animals, objects.
• Object Classification: distinguishing vehicle type (passenger car, truck, motorcycle), gender or clothing attributes for people.
• Object Tracking: continuous tracking of an object within a scene or across cameras (Genetec AutoVu, Holowits Cross-Camera Tracking).

Motion and behavior analysis

• Line Crossing: notification when a person or vehicle crosses a predefined boundary (e.g., entrance, fence).
• Intrusion Detection: detection of presence in a restricted area.
• Loitering Detection: identification of unusually long dwelling in a space.
• Direction Control: enforcing direction of movement (useful for one-way corridors or vehicles).
• Speed Estimation: estimating movement speed for traffic or vehicle analytics.

Special security functions

• Face Recognition: identification or anonymous face detection.
• People Counting / Crowd Density: counting people and calculating occupancy in public spaces.
• Abandoned Object / Removed Object Detection: alert for suspicious object or removal of critical equipment.
• Smoke / Fire Detection: visual detection of smoke or flame (with Axis or Holowits thermal cameras).
• PPE Detection: checking whether personnel wear helmet, vest, mask, etc.—very useful in industry.

Traffic and vehicle analytics

• License Plate Recognition (LPR): plate recognition, embedded in Axis and Holowits models.
• Vehicle Counting / Traffic Flow: counting and analyzing vehicle flows.
• Illegal Parking / Wrong Way Detection: detection of illegal parking or driving against traffic.
• Traffic Incident Detection: detection of accidents, stopped vehicles, or congestion.

Analytical data & reports

• Heat Mapping: visualization of movement or crowd concentration in a space (e.g., shopping malls).
• Occupancy Monitoring: monitoring occupancy in buildings, car-park levels, or rooms.
• Behavior Analytics: correlating motion and time patterns for predictive analysis.

Practical AI Applications in Surveillance Scenarios

AI not only changes how we view footage, but how we use it. These solutions are already deployed in cities, factories, campuses and energy networks—proving that smart surveillance is not a future promise but a present reality.

Smart monitoring of public spaces (Smart Public Safety)

In municipalities, airports or sports venues, AI detects unusual movements, abandoned objects or crowding in real time. Holowits AI or Axis ARTPEC cameras integrate with Genetec Security Center, providing instant alerts and visualization of the incident on a map or operator console.

Traffic analytics and urban mobility (Smart Mobility)

On roads and junctions, Axis Q-Series cameras with built-in analytics detect vehicle flows, measure speed and identify violations such as wrong-way driving or illegal parking. Data can be fed into Genetec Traffic Sense, helping authorities manage traffic more effectively.

Safety in industrial facilities

In factories and warehouses, Holowits or Axis Q29 thermal cameras enable detection of smoke, overheating or human presence in restricted areas. AI classifies the type of risk and sends an alert to Genetec Security Center, which can trigger an alarm or automatically block access.

Smart energy and infrastructure monitoring (Critical Infrastructure)

In data centers or telecom sites, AI is used to monitor equipment, detect unusual thermal patterns and verify staff access. Using Holowits AI Box or GPU-based servers allows low-latency analytics with full data control on-premises.

Smart Campus Security

Across campuses—universities, research centers and hospitals—AI supports face recognition, analysis of people flows and the integration of access-control data with CCTV. Genetec Unified Security consolidates subsystems, while edge processing via an edge server or micro data center reduces latency and dependence on the cloud.

Layer 1 Technologies’ Contribution

A CCTV system that leverages AI requires a combination of hardware, software and infrastructure so that video analytics operate accurately and reliably. At the core are AI-ready cameras with embedded processors (SoC or NPU) to execute algorithms in real time. Above them runs a video management platform, such as Genetec Security Center, unifying video, analytics and access control in a single environment. Finally, correct parametrization of functions (detection thresholds, crossing lines, loitering times, confidence levels) and adequate data storage ensure consistent operation without false alarms.

Layer 1 Technologies provides a complete AI-enabled CCTV solution, covering the full project lifecycle: procurement, configuration and support. As an authorized partner of Holowits, Axis Communications and Genetec, we offer complete ranges of cameras, USP and analytics software—selecting the right combination each time based on environment, requirements and budget.

We undertake the tuning and optimization of AI functions to guarantee consistent and accurate performance. In parallel, we provide continuous technical support and SLAs, with options for remote telemetry monitoring and updates.

For larger projects, Layer 1 can combine the above with critical power and data-center infrastructure, delivering a complete operating environment for AI servers. In this way, every CCTV installation becomes an intelligent security and operational-analytics system, built on cutting-edge technologies and supported by a single technical partner.

AI redefines the role and function of CCTV: the value now lies in the information derived, not just the image. Leveraging this technology requires reliable equipment, proper configuration, and steady technical support. This is precisely where Layer 1 Technologies excels—combining products from top manufacturers with deep engineering know-how and experience in end-to-end projects. The goal is not merely “smarter monitoring,” but a system that enhances security, improves operations, and enables data-driven decision-making for organizations.