ShelfSpy

Overview

ShelfSpy is an enterprise AI computer vision platform built for retail supermarket operations, grocery chains, and FMCG brand merchandisers. It transforms aisle smartphone photos, handheld scanner snapshots, and continuous CCTV streams into real-time planogram audits in under 3.2 seconds.

The Problem

Supermarkets lose up to 8% of retail revenue due to out-of-stock (OOS) empty shelf gaps and misplaced products. Traditional store walkthroughs require up to 2 hours per shift, are prone to human oversight during peak shopping hours, and result in delayed replenishment. Furthermore, price rail tag misalignments and expired promotions trigger customer checkout friction and regulatory penalties.

The Solution

ShelfSpy solves retail execution friction with multimodal Sensifai Vision Core. Store clerks or autonomous cameras capture an aisle photograph. The AI identifies individual SKU facings, detects empty shelf voids with bounding box precision, checks facing ratios against authorized planograms, verifies price tags, and outputs an actionable, revenue-prioritized restocking checklist for backroom staff.

Key Capabilities

• Computer Vision Out-of-Stock Detection: Pinpoints empty shelf slots with bounding box spatial localization and calculates out-of-stock rate percentages.
• Planogram Facing Compliance: Compares real-world facings against master planograms, identifying misplaced items, unauthorized SKU drift, and facing ratio shrink.
• Price Tag & Electronic Shelf Label (ESL) Verification: Audits shelf edge tags against POS product catalogs, verifying pricing accuracy.
• Revenue Loss Telemetry: Estimates daily lost sales per empty void based on SKU velocity to prioritize high-value replenishment.
• Prioritized Replenishment Action Queue: Generates step-by-step restocking tickets for store clerks sorted by financial impact.
• Transparent Pay-As-You-Go Billing: €0.05 per aisle audit metered through Sensifai Gatekeeper and secure Logto OIDC authentication.

How It Works

1. Select a pre-configured retail shelf preset (Carbonated Beverages, Breakfast Cereals, Salty Snacks, Premium Endcap) or capture live store photos.
2. Sensifai Vision Core processes visual geometry and shelf slots in under 3.2 seconds.
3. Receive a comprehensive audit diagnostic with interactive bounding box matrix, compliance grade, and prioritized restock checklist.

Who It's For

Supermarket store managers, FMCG brand field representatives, retail operations directors, and inventory replenishment teams seeking automated, real-time shelf visibility.