Category: Use cases
Real-time shelf stock-out detection using cameras
shelf monitoring in retail store: current out-of-stock challenges Retail teams still rely heavily on manual shelf monitoring, and this creates costs and gaps. Staff walk aisles, scan planograms, and record shelf conditions on clipboards or tablets. These routines are labour intensive and often inconsistent, so human error leads to missed signs of low stock. For […]
Queue management with CCTV in checkout lanes
Queue management with CCTV in checkout lanes Queue Management System Fundamentals at Retail Checkout Lines A modern store cannot ignore the pressure of long lines. Retailers now use a queue management system to keep pace with peak hours and shifting customer patterns. This management system turns passive video into operational signals that trigger action. For […]
Retail analytics: heatmaps and people counting solution
people counting and analytics in retail supermarkets People counting technology records the number of people entering and leaving a space and it reports movement inside. The technology spans overhead sensors, camera-based counts, and AI. Retailers use people counting to see how many shoppers arrive during an hour. As a result, they can allocate staff, reduce […]
Shoplifting detection with AI-powered video analytics
Understanding Retail Theft and Shrinkage in Retail Stores Shoplifting detection and broader retail security begin with clear definitions. Retail theft is the loss of inventory through external or internal actions, and shrinkage is the aggregate of those losses including damage, error, and theft. Globally, retailers report steady pressure from retail crime, and shrinkage eats into […]
AI video analytics for retail operations
video analytics for retail Video analytics for retail turns cameras into live sensors. Today AI and computer vision convert in-store cameras into data sources that drive decisions. First, the system detects people and movement. Then it measures footfall, dwell time, and traffic patterns. Also it builds heatmaps that show where shoppers stop. In addition, queue […]
Real-time AI teller queue wait time analytics
Real-time Queue Analytics: Data-driven Wait Time Metrics Real-time queue analytics delivers immediate, actionable insight into teller lines. It tracks people in line, service times, and sensor events so managers can act quickly. For banks, this approach transforms CCTV and POS logs into operational signals. Visionplatform.ai turns existing cameras into a sensor network that detects people […]
Left-behind object detection in bank video surveillance
detection system in Banking and Finance Left-behind object detection acts as a core detection system inside bank branches. It monitors lobbies, counters, ATMs and waiting areas. It helps bank security teams spot abandoned objects and suspicious items quickly. Banks prioritize customer safety and asset protection, and this detection system strengthens those goals. AI and computer […]
Fraud prevention: AI suspicious behavior detection in banks
AI Is Transforming Fraud Detection in Banking AI is transforming fraud detection in banking by analyzing vast transaction data and user behavior in real time. Banks now rely on AI to digest millions of transactions and spot subtle patterns that humans would miss. Machine learning, neural networks and behavioral biometrics give systems the power to […]
Bank Branch Occupancy Analytics: Optimise Space Utilisation
understanding occupancy Understanding occupancy begins with a clear definition. In a bank-branch context, occupancy covers headcount, dwell time, and how space is used. Also, occupancy refers to the number of customers and staff present, the time they spend, and the distribution of people across counters and waiting areas. For managers, this single view supports better […]
ATM lobby safety analytics with cameras
ATM Surveillance: Enhancing Coverage with Security Camera Systems ATM lobbies require clear sightlines and robust coverage. Banks place surveillance at entrances, exits and around each ATM to protect customers and assets. Camera placement matters. Positioning multiple cameras reduces blind spots and helps a security team respond fast. Also, a well-planned layout supports both real-time monitoring […]
