Kshitij Works

Independent AI products & engineering.
Gurugram, India.

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Live pilot

Restaurant Vision Analytics

A clearer picture of what happens on the floor.

Connect multi-camera video with POS and operational data to understand table occupancy, dwell time, and customer movement across a restaurant.

A view of the whole floor
CAM 01 CAM 02 OCCUPANCY · DWELL TIME · MOVEMENT
Workflow illustration

Designed for

Restaurant and retail operators exploring how camera-derived activity can inform operational decisions.

The workflow

How it works.

  1. 01

    Observe the space

    A multi-camera pipeline detects and tracks visitors through the physical store.

  2. 02

    Connect the views

    Cross-camera re-identification and spatial mapping combine activity across camera views.

  3. 03

    Understand activity

    Review table occupancy, dwell time, movement flows, and zone activity alongside connected operational data.

Capabilities

Built for the whole workflow.

Multi-camera continuity

Detection, tracking, and re-identification maintain continuity as visitors move between camera views.

Spatial analytics

World-space mapping supports table occupancy, dwell time, movement flows, and zone-level activity.

Operational context

Backend integrations bring together vision-derived analytics and data from Petpooja, Zoho, and delivery systems.

Validated in a live setting

An independent platform with a live pilot and validation deployment at Dach & Nona.

Getting started

Plan a demonstration.

A pilot requires a review of camera coverage, compute hardware, store layout, and operational integrations. Deployment scope is agreed for each site.

Enquire about Restaurant Vision Analytics ↗

For the technically curious

Behind the product

The vision pipeline combines detection, tracking, cross-camera re-identification, and homography-based spatial fusion. Django and FastAPI services connect edge processing with operational data.

Read the engineering case study ↗

Let’s talk

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