Disha: Cooler Audit

AGI4U

About this app

Disha: Cooler Audit is a field retail audit application for beverage and FMCG brand teams. It enables sales representatives and merchandisers to photograph in-store coolers during daily store visits and receive instant AI-powered shelf analysis without manual counting, spreadsheets, or guesswork.

Each captured image is automatically processed to detect products, score shelf compliance, identify missing stock, and flag foreign or misplaced items. Results appear on a live dashboard that field managers and sales reps can review on the same device immediately after capture.

── HOW IT WORKS ──

1. Sign in with your company-issued credentials
2. Visit your assigned retail store locations
3. Use the built-in guided camera to capture cooler images
4. Images upload automatically and are processed by the AI engine
5. View scores, shelf breakdowns, and product detection results directly on your dashboard

── KEY FEATURES ──

• Smart Capture Camera
Optimised camera with orientation assistance ensures consistent, high-quality images of cooler shelves in varied lighting conditions.

• On-Shelf Availability (OSA) Scoring
Get a daily OSA percentage showing how well your cooler shelves are stocked relative to the expected assortment.

• Cooler Purity Analysis
Identifies foreign and misplaced products inside your brand's coolers to ensure planogram integrity.

• Shelf-by-Shelf Breakdown
View per-shelf product lists, individual OSA scores, detected product counts, and missing position counts for granular compliance visibility.

• Product Detection Overlay
Each submitted image displays AI-detected bounding boxes around individual products so field staff can verify results at a glance.

• Missing & Foreign Product Tracking
Automatically flags empty shelf positions and products that do not belong, so corrective action can be taken during the same store visit.

• GPS Location Tagging
Captures are tagged with the device's GPS coordinates at the time of submission, creating a verifiable location audit trail.

• Date-Based Dashboard
Filter all captured images and metrics by date to review historical data and compare day-over-day performance.

• Daily Capture Progress
Track the number of coolers audited across all assigned store locations for the current day.

• Secure Cloud Sync
Images and analysis results are encrypted and synced to secure cloud storage for centralised access by field managers and brand teams.

• Image Gallery & Review
Browse all submitted captures, view AI analysis overlaid on each image, and check associated metadata such as timestamp and detected score.

── WHO THIS APP IS FOR ──

This application is intended exclusively for authorised field staff of organisations using the Neophyte retail intelligence platform. A company-issued login is required to use the app. It is not open for general public registration.

── PERMISSIONS ──

• Camera — Required to photograph cooler shelves during store audits.
• Location (GPS) — Used to geo-tag each capture with the store location for audit trail and territory reporting.
• Internet — Required to upload captured images and synchronise analysis results with the cloud platform.

── ABOUT NEOPHYTE ──

Neophyte Ambient Intelligence builds AI-powered tools for retail execution and trade visibility. Disha is its field audit platform for beverage and FMCG brands operating at scale across retail networks.

For support or access, contact your organisation's Neophyte account administrator.