Queue Management

Real-time monitoring of wait times and service bottlenecks.

Dynamic per-person timers across every queue in your facility. Identify when queues exceed thresholds and dispatch staff before customers leave.

What is Queue Management

At Argu.ai, we pioneered the shift to Vision Agents. By combining Large Language Models (LLMs) with visual encoders, we built a system that understands the world the way humans do through context and language.

Per-Person Wait Timers

Individual timers for each person in queue — green for under 2 min, yellow for 3 min, red for 5 min+. Dispatch staff to the right lane automatically.

Bottleneck Detection

Identify which service windows create the most delays. Optimize staffing allocation based on real queue data, not estimates.

Multi-Location Monitoring

Monitor every checkout, teller window, or service desk simultaneously from a single dashboard.

Key Takeaways

These are the core principles that define how Argu approaches every deployment. Our solutions are built to work on your existing infrastructure, require no engineering overhead, and deliver measurable results from day one. Every feature is designed with one goal: giving your team the intelligence to act faster, with more confidence, and without adding complexity.

Color-Coded Wait Alerts

Red, yellow, green timers per individual in real time.

Staffing Optimization

Data-driven evidence for lane and staff allocation decisions.

Works on Existing CCTV

No queue-specific hardware required.

See it in Action

Watch per-person wait timers update in real time as a teller line builds, triggering automatic staff dispatch when thresholds are exceeded.

Person #1 hits 5 minutes — timer turns red, dispatch notification fires automatically

Person #2 at 3 minutes — yellow. Others green. Staff directed to the right lane

Bottleneck report shows Window 3 is consistently 40% slower than others

How It Works

Connect Your Cameras
Point any existing camera at your queue area. No floor sensors or specialized hardware required.
Define Your Scenario
Set wait time thresholds and dispatch rules in plain English. Green, yellow, and red timers configure automatically.
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Receive real-time dispatch alerts, bottleneck identification, and daily wait time analytics for staffing decisions.
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Product Advantages

Per-Person Wait Timers

Individual timers for every person in queue — color-coded by urgency in real time.

Automatic Dispatch

Staff notified automatically when thresholds are exceeded. No manual monitoring required.

Bottleneck Identification

Know which service windows are slowest. Make staffing decisions based on real data, not estimates.

Works on Existing CCTV

No queue-specific hardware. Any overhead camera angle is sufficient.

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