Skylark Labs' vision-based footfall analytics system delivers precise, real-time people-counting and behavioral insights for retail, hospitality, and public venues -- powered by Sentinel AI Cameras and the Kepler platform.
01Why Traditional Counting Fails.
Manual tallies and basic sensors produce unreliable data. Beam sensors and manual tallies routinely double-count or miss visitors entirely. Raw headcounts reveal nothing about dwell time, movement paths, or conversion behavior.
Without accurate traffic data, businesses overstaff quiet periods and understaff rush hours. Unidentified peak windows and underperforming zones translate directly to lost sales. Modern retail analytics demands the precision that only AI-driven vision systems can provide.
Once you can measure footfall accurately, every other operational decision -- staffing, layout, promotions -- becomes data-driven instead of guesswork.Dr. Amarjot Singh, CEO of Skylark Labs
02How the Analytics Platform Works.
Overhead AI cameras and edge processors count individuals with high accuracy, then layer on movement tracking, zone analytics, and predictive modeling through the Kepler platform.
Movement heatmaps, dwell-time distributions, and zone-to-zone flow analysis provide behavioral insights. Historical traffic curves identify optimal staffing windows and promotional timing. ML models project future traffic volumes so teams can plan resources days in advance.
Vision-based tracking eliminates double-counts and missed entries common with beam sensors. The system distinguishes between entering and exiting visitors, staff members, and children -- delivering accuracy rates above 99% across varying crowd densities and lighting conditions.Highlight
03Business Impact.
Precise traffic data replaces intuition in staffing, inventory, and layout planning. Aligning promotions and staffing to peak traffic windows increases conversion rates. Predictive scheduling reduces labor costs while maintaining service quality.
Shorter wait times and optimized layouts improve customer satisfaction and repeat visits. The platform integrates with existing POS and workforce management systems for end-to-end visibility across high-traffic venues.
