See more. Serve better.
Vision AI Built for Indian Restaurants & F&B
Most outlet cameras only record. Nobody watches the footage until something goes wrong. The Listerr One series watches for you: it counts guests, measures queues, tracks table status, and checks kitchen hygiene — turning video into live numbers and alerts.
On-Device AI
Runs locally on camera
Works Offline
Syncs when online
Privacy Blurring
Faces & plates masked
Single-Cable PoE
Power + Gigabit data
POS Paired
Petpooja & Restroworks
WhatsApp Alerts
Instant captain pings
The 7-Point Advantage
Why leading Indian restaurant chains choose Listerr Vision AI over ordinary surveillance systems.
Unified Operating Platform
Cameras, Vision AI, POS, CRM, and digital signage operate in a closed reactive loop on one Listerr system.
Built for Indian F&B
Engineered specifically for Indian operational workflows — from high-rush prasadam counters to multi-outlet QSR chains.
Video Stays On-Premise
AI runs locally on the camera or Edge Box. Continuous video remains inside your outlet; only numbers leave.
Ready-Made Solutions
Pre-trained models ready out of the box: counter queues, table occupancy, door footfall, kitchen hygiene, and parking.
Works With Your Existing CCTV
No need to rip out working cameras. The Vision AI Edge Box adds Listerr intelligence to standard IP cameras.
WhatsApp & Live Dashboard
Instant reactive alerts on WhatsApp for store staff and a real-time analytics command centre for franchise owners.
Complete On-Site Setup Included
Site survey, camera installation, virtual zone configuration, rule drafting, and staff training handled by Listerr engineers.
Already Have CCTV Cameras?
The Vision AI Edge Box upgrades your existing Hikvision, CP Plus, or Dahua cameras into smart sensors in under 30 minutes.
From Footage to Decisions
A camera that only records adds to your work. A Listerr AI camera takes work off your plate. Every camera follows the same four-step loop.
See
Cameras capture the counter, floor, kitchen, and entrance around the clock.
Understand
Listerr Vision AI detects, tracks, and classifies on the device, frame by frame.
Measure
Events become numbers: footfall, wait times, table turns, compliance rates.
Act
Alerts reach WhatsApp, the dashboard updates, and digital signage & POS respond.
Counter Queue Reactive Pacing
The camera counts five people in the queue zone and estimates a four-minute wait. The manager gets a WhatsApp alert, and the digital menu board instantly switches to quick-serve combos until the line clears.
Eight Ways Our Cameras Understand a Scene
Listerr Vision AI combines eight core computer-vision tasks, running live on the camera.

Object Detection
Finds and boxes every person, plate, cup, tray, or vehicle in the frame.
Application:
Footfall counts, queues, table status

Instance Segmentation
Outlines each individual item to the pixel, even when items overlap or touch.
Application:
Portion control and dish plating checks

Semantic Segmentation
Labels every pixel by type: floor, counter, wall, dining area, people.
Application:
Zone mapping, crowding density

Image Classification
Names what is in the picture with a calibrated confidence score.
Application:
Dish recognition, clean vs dirty table

Pose Estimation
Tracks body keypoints to read gestures, posture, and arm movements.
Application:
Service requests (raised hand), hand-wash steps

Depth Estimation
Estimates how far each customer or object is from the camera lens.
Application:
Physical queue length in meters, spacing

Oriented Bounding Box
Angle-aware bounding boxes for items seen from above at any rotation.
Application:
Trays on the pass, packed delivery bags
Multi-Object Tracking
Follows each person across video frames with a persistent, steady ID.
Application:
Counting guests once, dwell time, walking paths
How Tasks Combine into Outlet Solutions:
Detection + Zones + Tracking
Queue Management
Detection + Classification
Kitchen Hygiene Checks
Tracking + Floor Zones
Heatmaps & Dwell Time
Pose + Table Zones
Service Request Alerts
The Listerr One AI Camera Range
Engineered for commercial kitchens, bustling dining rooms, and high-rush counters. Every model runs Vision AI on the device itself.
Listerr One Turret AI Camera
Eyeball camera aimed at counters and order points to measure wait times and drive POS triggers.
Sensor
4MP High-Definition Eyeball Sensor
Connectivity
Single-cable PoE
Casing
IP66 Semi-outdoor & Indoor Housing
Recommended Vision AI Solutions:
Queue Length & Wait Estimation
Live headcount inside the designated queue zone and calculated estimated wait time in minutes.
Counter Service Duration
Time elapsed from a customer reaching the till to receiving their receipt.
Digital Signage Triggers
Automatically switches menu boards to quick-serve combos when lines grow past 6 people.
Footfall-to-Bill Ratio
Compares visitors standing at the counter against bills generated on the POS to identify lost sales.


A queue zone drawn once in the app: the camera counts people inside it and estimates the wait time in seconds.
Privacy Guarantee:
Faces and license plates are blurred on the camera before saving or exporting. Continuous video stays inside your outlet.
Numbers Your Outlet Manager Can Act On
Every event the cameras detect lands in the Listerr dashboard alongside your POS sales. You see how many people came in, how long they waited, and how many bought something.
Listerr Vision AI · Outlet Dashboard
Footfall Today
1,386
+8% vs last Tuesday
Average Queue Wait
3m 22s
Peak 6m 24s at 8 pm
Table Turnover
48 min
Lunch 41 · Dinner 55
Visitors Who Billed
60%
836 bills ÷ 1,386 visitors
Kitchen Hygiene Compliance (% checks passed by shift)
Today's Real-Time Alerts
Staff the Peaks
Queue wait passes 5 minutes around 1 pm and again from 7 to 8 pm. Opening a second counter targets the worst wait spikes.
Find Lost Sales
550 visitors left without a bill. Comparing that by hour with queue wait shows whether long lines are turning guests away.
Coach the Evening Shift
Hygiene compliance falls to 86% in the evening, the lowest of the day and a clear focus for supervisors.
A Camera Wired into the Whole Outlet
A stand-alone AI camera gives you another dashboard to check. A Listerr camera connects to the same platform that runs your billing, screens, and messages.
Queue longer than 6 people at counter
(Turret AI Camera)Digital menu boards automatically switch to express quick-serve combos until the line clears.
Listerr One Digital SignageDining table left uncleared for 5 minutes
(Dome AI Camera)Floor captain receives a WhatsApp alert with the exact table number to accelerate turnover.
WhatsApp Staff BotFootfall rises by 25% while POS bills remain flat
(Bullet AI Camera + POSist)Dashboard flags a walkout conversion drop for the outlet manager to open a secondary till.
Manager Live DashboardWorker missing cap or gloves on the prep line
(Kitchen Hygiene Camera)Kitchen supervisor is immediately pinged on WhatsApp and the event is logged for FSSAI audit.
Kitchen Alert & Audit CloudGuest raises hand at dining table
(Dome AI Camera (Pose Estimation))Assigned steward is notified on their smartwatch or phone to attend Table #8.
Steward Dispatch AppMovement detected in closed outlet after hours
(Bullet / Kitchen Camera)Emergency intruder siren triggers and high-priority snapshot alert dispatches to owner's phone.
Security WhatsApp & SirenFind the Right Vision AI Setup for Your Outlet
Select your establishment type to see recommended camera models, edge processing requirements, and estimated walkout reductions.
Quick-Service Restaurant (QSR)
High counter rush, express combos, drive-thru, and fast cashier turnover.
Listerr One Turret AI Camera
Counter & Queue Tracking
Listerr One Bullet AI Camera
Entrance Footfall & Drive-thru
Listerr One Digital Signage Screen
Reactive Express Menu Board
₹55,000 - ₹95,000 / mo
Estimated value created per outlet
- Cuts queue walkouts by 34% via express menu switching
- Correlates counter visitors against bills on Petpooja/POSist
- Tracks order-to-bag service duration per cashier shift
Includes site survey, mounting, zone setup, staff training & 1-year warranty.
Book Site Survey for Quick-Service Restaurant (QSR)From First Call to Live Dashboard in Four Steps
Site Survey
We walk the outlet and map what to measure and where each camera goes.
Installation
Cameras or Edge Box installed, networked, and connected to Listerr.
Zones & Rules
Queues, tables, and count lines drawn; alert rules agreed with you.
Training & Go-Live
Managers are trained on the dashboard and alerts, then we go live.
Book a Site Survey Today
Tell us about your outlet and we will suggest the cameras and solutions to start with. Free on-site feasibility report for multi-outlet brands.