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[RET] Retail & Analytics

Understand how customers move, browse, and buy.
Video-driven retail intelligence.

Turn existing security cameras into analytics sensors. Customer flow heatmaps, dwell time analysis, queue management, and loss prevention — all from video.

30%Queue wait reduction
15%Shrink reduction
2xDisplay ROI insight
0Additional hardware
The Challenge

What you're dealing with today.

01

Underutilized security cameras

Retail stores have dozens of cameras but use them only for loss prevention after the fact. No proactive analytics.

02

Limited floor analytics

Understanding customer behavior requires expensive dedicated sensors, beacon systems, or manual audits.

03

Long checkout queues

Customers abandon purchases when wait times are too long. Staffing decisions are based on schedules, not real demand.

Solutions
How VII Helps

Purpose-built for retail & analytics.

[RET-01]

Customer Flow Heatmaps

Visualize how customers move through the store. Identify high-traffic zones, dead zones, and the true path to purchase.

  • Movement tracking
  • Zone dwell time
  • Path analysis
[RET-02]

Queue Management

Monitor checkout queues in real time. Predict wait times. Trigger staff alerts when lines exceed thresholds.

  • Queue length detection
  • Wait time estimation
  • Staff notification triggers
[RET-03]

Loss Prevention

Detect suspicious behavior patterns: concealment, ticket switching, unusual shopping patterns. Alert loss prevention in real time.

  • Behavior pattern detection
  • Real-time LP alerts
  • Evidence capture with timeline
Example alerts
Example Alerts

What VII tells you.

Real alerts are structured JSON. Here's what the narrative summary looks like.

MEDIUM

Checkout queue at registers 3-5 exceeds 8 customers. Estimated wait: 9 minutes. Staff threshold exceeded.

HIGH

Potential concealment detected in Aisle 7 (Electronics). Customer placed item in personal bag. Confidence: 0.87.

LOW

Zone A (New Arrivals) dwell time dropped 40% versus last Tuesday. Display change may need evaluation.

See how VII works for retail & analytics.