Customer Behavior Analytics
Tracks how people move, pause, and interact across your space to reveal real behavioral and usage patterns.
Top KPIs
- Movement density by zone
- Average dwell time
- Visitor counts per day
Typical ROI
- Improved layout and space utilization
- Enhanced visitor engagement and satisfaction
Target Sectors
PlazaMallsParks & PlazasTheme ParksRetailFnBGymsOffices
Leasing Intelligence
Identifies which tenants attract or disrupt visitor flow to guide smarter leasing and renewal decisions.
Top KPIs
- Tenant footfall contribution
- Tenant targeted demographic
- Visitor conversion by tenant category
Typical ROI
- Optimized tenant mix and rental income
- Reduced vacancy and tenant churn
Target Sectors
MallsMixed-Use Plazas
Marketing Intelligence
Measures visitor traffic and dwell time to evaluate the real impact of events, activations, and campaigns.
Top KPIs
- Event footfall uplift
- Dwell time variation before/after campaigns
- Engagement rate per activation zone
Typical ROI
- Improved marketing ROI and targeting accuracy
- Optimized event and activation planning
Target Sectors
Events & ExhibitionsPlazasMallsTheme ParksRetailFnB
Layout Optimization
Provides evidence-based redesign recommendations to improve flow, access, and overall functionality.
Top KPIs
- Congestion index by zone
- Accessibility and movement efficiency
- Visitor distribution balance
Typical ROI
- Increased space efficiency and visitor comfort
- Reduced congestion and bottlenecks
Target Sectors
PlazasParks & PlazasMallsTheme ParksGyms
Product Placement
Uses heatmaps and movement tracking to recommend optimal product and display placements that drive sales.
Top KPIs
- Zone exposure time
- Product interaction rate
- Dwell-to-conversion ratio
Typical ROI
- Increased sales from high-exposure placements
- Improved merchandising efficiency
Target Sectors
RetailSupermarketsFnBMalls
Operational Efficiency
Aligns cleaning, maintenance, parking, and energy operations with real usage patterns to cut waste and improve coverage.
Top KPIs
- Cleaning efficiency ratio
- Energy use per visitor
- Parking utilization and turnover
Typical ROI
- Reduced operational costs
- Improved maintenance and energy efficiency
Target Sectors
PlazasMallsParks & PlazasTheme ParksSupermarketsOffices
Staff Efficiency
Monitors staff activity, task response times, and checkout performance to improve service quality and productivity.
Top KPIs
- Staff disruption rate
- Checkout transaction time
- Service coverage per zone
Typical ROI
- Improved service performance and customer satisfaction
- Reduced labor costs through optimized scheduling
Target Sectors
RetailFnBSupermarketsGymsOffices
Safety & Security
Detects blind spots, weak lighting, and safety gaps, and monitors security team performance to reduce incidents.
Top KPIs
- Blind sights deduction
- Lighting and visibility score
- Patrol and staff coverage rate
Typical ROI
- Fewer safety incidents and liabilities
- Enhanced visitor trust and brand reputation
Target Sectors
PlazasMallsParks & PlazasTheme ParksEventsOffices