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Shelf photo recognition 3 companies

From a photo taken by a representative or a camera, software recognises each product, counts it and checks it is in the right place at the right price.

Infilect logoInfilectInfilect recognises products in photos of shelves and checks what is missing or misplaced.
Snap2Insight logoSnap2InsightSnap2Insight recognises products in photos of shelves.
Vision Group Retail logoVision Group RetailVision Group Retail sells shelf checks and software for drawing how a shelf should be laid out.
The tech, explainedShelf image recognition
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Sales data analysis 1 company

A product that stops selling in one store may be missing from its shelf. Sales data shows where.

Retail Insights logoRetail InsightsRetail Insights reads a retailer's sales data to find products missing from shelves, and the waste and stock errors behind them.Bengaluru
The tech, explainedOut-of-stock detection
How it all worksRetail technologyThe cashier scans, the rep photographs the shelf.
See how it works →

What's changing

The shelf reports itself.

Cameras fixed above shelves can now check them all day, not just when a representative visits, and alert staff when a product runs out.

Read moreShelf image recognition
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Elsewhere in Retail tech:E-commerce storefront, checkout and search toolsRetail pricing and merchandising analyticsPrint-on-demand and fashion design software

Companies: ingrid's company map. Hiring signals: postings feed of 5 Nov 2026.