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QueueSense
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Sensifai Vision Core · Retail & Operations

Real-Time Retail Queue & Footfall Intelligence in 3 Seconds

Eliminate checkout bottlenecks, predict customer wait times, and automatically recommend register lane deployments from store cameras, audio reports, and POS feeds.

Launch Studio Workspace
< 3.2s
Analysis Latency
94.2%
Queue Accuracy
-40%
Cart Abandonment
QueueSense Retail Queue Detection in Action
Lane 1 & 2 Live Monitor
Active count: 15 customers
Bottleneck
Recommended Immediate Action
Open Register Lane 3 & 4
+40% Flow

Engineered for Retail Floor Operations

An intuitive command center designed for store managers, cashiers, and operations leads.

https://queuesense.sensifai.com/workspace
Live Telemetry Core
QueueSense Live Workspace Interface
End-to-End Retail Intelligence

Turn Footfall Friction into Revenue

Every second customers wait in line directly impacts checkout satisfaction and basket size.

Queue Length & Bottleneck Detection
01

Queue Stanchion & Headcount Detection

Pinpoints exact customer density, queue trajectory, and line spillover across every active checkout lane.

Cashier & Register Lane Optimization
02

Dynamic Cashier Deployment

Predicts exactly when to open additional registers before wait times surpass the critical 5-minute abandonment barrier.

Footfall & Abandonment Telemetry
03

Footfall & Abandonment Telemetry

Monitors customer arrival pacing, throughput service rates, and floor efficiency scores in real time.

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Live Queue Intelligence Studio

Select realistic store presets or upload store footage for real-time analysis.

Pricing: €0.05 / request
Pre-loaded Store Scenarios (Free Instant Testing)

Custom Camera Upload & Observations

Sensifai Account Required for Custom Inputs

Explore sample presets for free, or sign in with your Sensifai wallet to analyze custom store feeds (€0.05 per request).

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Total Customers in Queue
15
Pacing:3.4/min
Estimated Wait Time
6.8m
Range: 5.2m – 9.4m
Register Lanes
2 / 4 rec.
Deploy +2 lane(s)
Abandonment Risk
38%
Congested
Operational Efficiency Score
62out of 100

Throughput service rate: 1.6 customers/min

Real-Time AssessmentConfidence: 94%

Congested Queue Density Detected

High customer density detected across 2 operational lanes. Customer wait times exceed the 5-minute threshold, projecting an abandonment risk of 38%. Register lane 3 and 4 should be deployed immediately.

Next Check: Re-evaluate in 3 minutes after Register 3 opens.
Engine: Sensifai Vision Core (820ms)

Operational Context & Impact

High customer density detected across 2 operational lanes. Customer wait times exceed the 5-minute threshold, projecting an abandonment risk of 38%. Register lane 3 and 4 should be deployed immediately.

Threshold Warnings
  • Queue duration exceeds 5 minutes: industry benchmarks show basket abandonment spikes above this duration.
Report ID: qs_preset_supermarket_01
Transparent Unit Economics

Simple Metered Pricing for Retailers

Pay only for what you analyze. Zero long-term contracts.

Pay-As-You-Go
€0.05 / request

Ideal for ad-hoc queue checks, trial deployments, and low-frequency stores.

  • Full multimodal queue detection
  • Immediate cashier recommendations
  • Deducted directly from Sensifai Wallet
Get Started with Wallet
Popular for SMBs
Store Operator Pro
€29 / month

Continuous 15-minute polling for supermarket and grocery store branches.

  • 1,000 monthly automated analyses
  • Automated Cashier PA alert broadcasts
  • Full API & webhook integration
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Multi-Store Enterprise
€99 / month

Multi-location chain operations with customized footfall thresholds and SLAs.

  • 5,000 monthly analyses + high-priority queue
  • Multi-camera RTSP video stream ingest
  • Dedicated Slack & Webhook dispatch
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