Locationing
Analyze user presence data in Wi-Fi locations to optimize experiences and strategies.

LUMEN platform collects and analyzes strategic information on the physical behavior of users and their movements within Wi-Fi Locations.
Information on user density and dwell time allows businesses to understand and anticipate industry trends in a completely new way, predict business demand, and optimize staffing and workspace utilization.
Immunity to MAC Randomization
MAC Randomization is one of the main challenges in Wi-Fi analysis, with devices generating over 100 fake MAC addresses per minute. Thanks to **Lumen Locationing** technology, integrated with Wi-Fi sensors installed on-site, devices can be uniquely identified. This ensures accurate analysis and a deeper understanding of customer behavior within the store.


Presence analysis
▶ Analysis of High-Frequency Areas by Day of the Week and Time Slot ▶ Average Dwell Time ▶ Most Frequent Paths ▶ Correlation Between Authentication and Location Data
Location analysis
▶ Real-Time Analysis of Wi-Fi Devices in a Specific Area (Blue-Dot) ▶ Analysis of High-Traffic Areas in Real-Time and Historical Data ▶ Analysis of High-Dwell Areas in Real-Time and Historical Data ▶ Heatmap of Traffic and Dwell Time


Flow Analysis and Visualization
▶ Detect User Movement Within an Area ▶ Identify the Most Common Intersections Between Areas of Interest ▶ Flow Analysis for All Devices with Wi-Fi Enabled ▶ Flow Analysis for Authenticated and Profiled Users via Active Authentication Systems