AI Surveillance for Customer Flow Optimization
AI-powered software for real-time visitor counting, occupancy tracking, and route analysis
Client
The client for this project was a real-estate agency specializing in the management of shopping centers, seeking AI-powered solutions to enhance customer flow optimization and operational efficiency.
Project duration
6 months
SERVICES WE PROVIDED
Solution
Our software solution leverages a network of CCTV cameras as its primary data source, capturing real-time video feeds. These video streams are preprocessed through edge computing nodes for tasks like video compression and privacy protection. The preprocessed data is then transmitted securely to powerful cloud-based servers for in-depth AI-driven analysis. These servers host machine learning models for real-time people counting, occupancy tracking, POI analysis, and route and flow analysis. The system integrates seamlessly with existing CRM, POS, and other systems, overlaying weather data for additional insights.
- Configurable admin panel for zone and parameter definition.
- Interactive dashboards with predictive analytics.
- Alerts for high occupancy and long queues.
- Privacy compliance through anonymized data processing.
- Social distancing monitoring and anomaly detection.
- User-friendly mobile app for real-time data access.
- Scalable to adapt to varying business needs.
CORE FEATURES WE IMPLEMENTED
Real-Time People Counting
Occupancy Tracking
Point of Interest (POI) Analysis
Route and Flow Analysis
Queue Management
Stay Duration Analysis
Heatmap Visualization
Configurable Admin Panel
Data Reporting & Dashboards
Alerts & Notifications
Social Distancing Monitoring
Anomaly Detection
Weather Data Integration
TEAM COMPOSITION
1 Project Manager
1 Business/Data Analyst
1 UX/UI Designer
2 AI Solution Specialists (Architects)
2 Software Development Engineers
2 Quality Assurance Engineers
DEMONSTRATION
Interested in seeing our detection process in action? Feel free to inquire!RESULTS WE ACHIEVED
Our AI-Powered Surveillance Solution:
- Achieved a 20% reduction in wait times
- Ensured 98% compliance with social distancing guidelines
- Optimized occupancy, resulting in a 10% increase in rentable space utilization and potential revenue
- Reduced operational costs by 15% through more efficient staff allocation based on real-time visitor patterns
