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The leading guide to AI video analytics and intelligent surveillance

What is AI Video Analytics?

How AI Counts Visitors Using CCTV

AI Video Analytics vs Traditional CCTV

What is a Visitor Counting System?

What is Footfall Analytics?

How AI Queue Detection Works

AI Video Analytics Use Cases: 15 Applications

AI Anomaly Detection in Video Surveillance

LIVE INTELLIGENCE

What AI analytics sees in your store — right now

Real metrics, updating in real time. This is what operators see on their dashboard every day.

Visitors Today

3,847

↑ 12.4% vs yesterday

Conversion Rate

31.6%

↑ 3.2% this week

Avg Queue Wait

2m 14s

↓ 38% since AI deployment

PPE Compliance

97.3%

↑ 68% since deployment

STORE ZONE ACTIVITY HEATMAP — LIVE

Zone Dwell Time (avg minutes)

Entrance

0.8m

Electronics

4.2m

Apparel

3.1m

Checkout

2.2m

F&B

2.7m

Live AI Alerts

Zone 3 — 8 people detected, queue forming

AI Video Analytics in Saudi Arabia

PDPL and AI Surveillance in Saudi Arabia

Visitor Counting Systems in Saudi Arabia

Retail Footfall Analytics in Saudi Arabia

Smart Mosque Crowd Analytics

Smart City AI Surveillance Saudi Arabia

GLOBAL DEPLOYMENT REACH

AI video analytics deployed across 6 countries

From government smart cities to enterprise retail — see where Kashef is actively running today.

Saudi Arabia

0 deployments

GovernmentRetailOil & Gas

UAE

0 deployments

Smart CityHospitality

South Africa

0 deployments

MiningLogistics

Qatar

0 deployments

AirportsEvents

United Kingdom

0 deployments

RetailHealthcare

Kenya & Africa

0 deployments

MiningGovernment

Riyadh · Queue alert resolved · 2s ago

V-Count vs AI Video Analytics

RetailNext vs AI Video Analytics

Cloud vs On-Premise Visitor Counting

Best AI Video Analytics for Retail 2026

AI Cameras vs Security Guards

How to Choose an AI Video Analytics Vendor

WHAT OPERATORS REPORT AFTER DEPLOYMENT

0%

Visitor counting accuracy

↓0%

Queue wait time reduction

↓0%

PPE violations reduced

0 mo

Avg payback period

0x

More data from same cameras

AI Video Analytics for Retail

AI Cameras for Oil and Gas Facilities

AI Video Analytics for Construction Sites

AI Surveillance for Government Buildings

AI Video Analytics for Hospitals

Fuel Station Video Analytics

AI FUNDAMENTALS

What Is Computer Vision? A Complete Guide for 2026

AI FUNDAMENTALS

What Is a Vision-Language Model (VLM)?

AI FUNDAMENTALS

What Is an LLM? Large Language Models Explained

AI FUNDAMENTALS

How LLMs Help Businesses Operate More Efficiently

AI FUNDAMENTALS

How AI Reads Camera Data: From Pixels to Insights

AI FUNDAMENTALS

Deep Learning vs Traditional Video Analytics

AI FUNDAMENTALS

Edge AI vs Cloud AI: Where Should Video Processing Happen?

AI FUNDAMENTALS

What Is ONVIF? The Standard Behind AI Camera Integration

AI FUNDAMENTALS

How AI Video Analytics Alerts and Notifications Work

AI FUNDAMENTALS

AI Video Analytics Dashboards and Reporting Explained

AI FUNDAMENTALS

What Is Object Detection?

AI FUNDAMENTALS

Real-Time AI Video Analytics Explained

Natural Language Video Search Explained

Facial Recognition for Touchless Access Control

What Is PoE? Power Over Ethernet for Security Cameras Explained

NVR vs DVR: What's the Difference?

Dome vs Bullet vs PTZ Cameras: Which Type Do You Need?

Wired vs Wireless Security Cameras: Which Should You Choose?

How Many Security Cameras Do You Need for Your Property?

AI Camera vs IP Camera: Key Differences Explained

TECHNICAL GUIDE

AI Camera Resolution Guide: What You Actually Need

TECHNICAL GUIDE

How AI Cameras Connect to Existing Security Systems

How AI Cameras Can Benefit Your Business

AI Cameras for Restaurants: Complete Guide

AI Cameras for Gyms and Fitness Centers

AI Cameras for Banks and Financial Branches

POS Fraud Detection: How AI Cameras Catch Register and Refund Fraud

AI Cameras for Manufacturing and Factories

AI Cameras for Salons and Spas

AI Cameras for Car Dealerships

AI Cameras for Pharmacies

AI Cameras for Parking Facilities

Signs Your Business Needs AI Video Analytics

Top Benefits of AI Video Analytics for Business

Occupancy Monitoring and Smart Building Automation

RETAIL ANALYTICS

AI Loss Prevention in Retail: How Computer Vision Reduces Shrinkage

RETAIL ANALYTICS

How to Measure Retail Conversion Rate with AI Cameras

RETAIL ANALYTICS

Dwell Time Analytics: What It Reveals About Shopper Behaviour

RETAIL ANALYTICS

Retail Heatmap Analytics: How AI Maps Where Shoppers Go

RETAIL ANALYTICS

Shopping Mall Tenant Analytics: How AI Measures Footfall by Zone

RETAIL ANALYTICS

How to Stop Shoplifting and Employee Theft with AI Cameras

LOSS PREVENTION

Banned Customer and Watchlist Detection for Retail

AI Video Analytics for Airports

AI Video Analytics for Hotels

AI Video Analytics for School Safety

Port and Container Terminal Video Analytics

AI Cameras for Warehouses and Logistics

WAREHOUSE SAFETY

AI Forklift Safety: How Computer Vision Prevents Collisions

WAREHOUSE SAFETY

Cold Storage AI Video Analytics: Cameras for Deep-Freeze Warehouses

WAREHOUSE SAFETY

Loading Dock Safety: How AI Cameras Prevent Dock Accidents

WAREHOUSE SAFETY

Worker-Vehicle Proximity Detection in Warehouses

AI Fire Detection for Warehouses and Industrial Facilities

LOSS PREVENTION

AI Perimeter Security and Intrusion Detection

AI Fire and Smoke Detection: How It Works

Visual Smoke Detection AI vs Traditional Detectors

How AI Detects Fire Faster Than Ceiling Sensors

Fire Safety AI Cameras: Buyer Guide 2026

Edge AI Cameras: How They Work and When to Use Them

AI PPE Detection in Saudi Arabia

AI Queue Management in Saudi Arabia

AI Video Analytics Cost and Pricing 2026

Best AI Cameras for Business 2026: Complete Buyer Guide

Best AI Cameras for Small Retail Stores

Best AI Video Analytics Software for Small Business

Best AI Security System for Small Business in 2026

THE AI PIPELINE

From camera frame to operational decision

Every 33 milliseconds, this is what happens inside an AI video analytics system.

01

Frame Capture

Camera streams at 25–30fps via RTSP. Each frame is 1920×1080px of raw visual data.

~33ms interval

02

AI Detection

YOLOv8 model scans each frame. Detects persons, objects, PPE items, license plates simultaneously.

GPU inference · <12ms

03

Track & Count

Each detected person gets a persistent ID. Tracked across frames and zones. Dwell time calculated.

ByteTrack algorithm

04

Rule Engine

Business rules checked: queue threshold, zone density limit, PPE requirement, restricted area breach.

Configurable thresholds

05

Alert & Dashboard

Instant push alert to manager. Dashboard updates. Analytics logged for reporting. All within 1 second.

<1s total latency

Processing next frame...

0ms

How AI PPE Detection Works

AI License Plate Recognition (ANPR)

AI Crowd Analytics: Density and Flow

Facial Recognition vs Object Detection

AI Slip and Fall Detection

AI Video Analytics ROI

AI Video Analytics vs V-Count Systems

Best AI Video Analytics Software in 2026

AI Visitor Counting: The Complete Guide 2026

Cloud vs On-Premise AI Video Analytics 2026

AI Video Analytics for Retail: The Complete Guide 2026

HOW IT WORKS

AI analytics infrastructure, visualized

Two deployment patterns that cover 90% of enterprise and government deployments worldwide.

ON-PREMISE DEPLOYMENT

Edge computing on your network

Zero data leaves the building. Full PDPL compliance.

CLOUD DEPLOYMENT

Stream to cloud for analytics

Multi-site aggregation. Requires data residency verification.

GET IN TOUCH

Talk to an AI deployment specialist

Our team in Riyadh responds within one business day. All deployments are on-premise and PDPL-compliant.

WhatsApp

+966 50 576 5384

Response time

Within 1 business day

Headquarters

Riyadh, Saudi Arabia

Full Name

Organization

Email Address

Phone / WhatsApp

Deployment Type

Message

Ready to deploy AI video analytics?

HOSN AI Technologies delivers the Kashef platform to enterprise and government clients across Saudi Arabia and the GCC. On-premise, PDPL-compliant, Arabic-language dashboards.

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