Industries - Retail

Retailers invest heavily in camera infrastructure primarily for loss prevention, yet those same feeds contain rich behavioral data that most organizations never extract. Customer flow patterns, dwell times, queue lengths, and shelf interaction rates remain invisible without dedicated analytics. ConductVision's technology can transform security camera networks into business intelligence platforms, providing store operations teams with the same depth of behavioral data that e-commerce teams take for granted. The result can be evidence-based merchandising and staffing optimization.

The challenge

Brick-and-mortar retailers operate with far less behavioral data than their e-commerce counterparts. In-store conversion paths, dwell-to-purchase correlations, and queue pressure remain opaque. Loss prevention teams review footage reactively, and staffing models rely on transaction data that lags actual foot traffic by hours.

Our solution

ConductVision can use existing security cameras to produce foot traffic counts, customer journey heat maps, queue length flags and shelf interaction analytics. Concealment and policy violations can be flagged for loss prevention teams to review, while staffing dashboards can compare traffic with register throughput.

Capabilities - AI detection for Retail

The detection capabilities that apply to Retail sites.

People Detection. Count people and track occupancy in each zone, available for deployment.
Behavioral Analytics. Loitering, aggression, crowd surges, and abandoned objects, flagged against the usual patterns at your site. Available for deployment.
Crowd Analytics. Density estimation, flow analysis, and surge detection, available for deployment.

Use cases

Ways ConductVision can help at Retail sites.

Foot Traffic and Conversion Analytics

Entry/exit cameras can count visitors by hour and zone, correlating traffic with POS transactions to calculate true conversion rates. Traffic pattern shifts after merchandising changes or promotional events can be quantified automatically.

Customer Journey Heatmaps

Overhead cameras can generate dwell-time heatmaps showing which aisles, endcaps, and displays attract the most engagement. Merchandising teams can use this data to optimize product placement and evaluate promotional effectiveness.

Queue Detection and Staffing

Checkout queue lengths and wait times can be monitored. Queues over a threshold can be flagged so managers can open additional registers or redirect staff.

Loss Prevention

The system can recognize concealment gestures, bag-stuffing and ticket switching. These events can be flagged for loss prevention teams to review, with marked-up video clips.

Shelf Monitoring and Planogram Compliance

Aisle cameras can detect out-of-stock conditions, misplaced products, and planogram deviations. Shelves that need restocking can be flagged for floor staff.

People counting and foot traffic
Foot traffic counts, occupancy and retail traffic from the camera system you already run.
See people counting

Try ConductVision at your site

A pilot runs on video from your camera system for an agreed period, and you get a report of the results.

Plan a pilot

Related industries

All capabilities

Contact us

Tell us which cameras you have and what you want them to watch for.