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Use case

Wine Vintage Recognition

2 June 2025

Vision Agent used
A wooden crate of wine bottles with their labels facing out

In wine retail and distribution, bottles from different vintages often share the same barcode even when their value differs significantly. A premium vintage may look similar to a lower-value year, creating risk at checkout, during fulfilment or in stock handling.

The result can be mispricing, incorrect shipments, poor inventory accuracy and lost margin.

Tiliter Vision Agents solve this through image-based label recognition.

By analysing wine labels visually in real time, Tiliter can identify specific vintages, editions and collector variants without relying on barcodes alone.

What Tiliter Can Detect

  • Vintage year differences
  • Label design changes between releases
  • Colour and print variations
  • Foil badges, seals or embossing
  • Limited editions or collector runs
  • Misaligned or partially visible labels under real-world conditions

Where It Can Be Used

Retail Checkout

Prevent underpricing of premium vintages.

Warehousing & Fulfilment

Confirm the correct bottle is picked and packed.

Stock Control

Improve inventory accuracy where multiple vintages share a SKU.

Quality Assurance

Verify labels and packaging before dispatch.

Why It Matters

Protect Margin

Avoid selling higher-value bottles at lower-value pricing.

Reduce Returns

Prevent mismatched vintage orders reaching customers.

Improve Accuracy

Verify products visually without changing existing SKU structures.

Faster Operations

Automate checks without slowing staff or requiring specialist training.

Example Impact

For operations handling thousands of wine orders each month, even a small misidentification rate can lead to meaningful annual losses through pricing errors, returns and stock discrepancies.

Built for Real Retail Environments

Tiliter Vision Agents work with existing cameras, workflows and systems across retail, warehousing and fulfilment operations.

No new barcodes or infrastructure required.

Why It Matters

The value is often hidden in the details.

Tiliter helps identify it accurately and at scale.

Ready to turn images into operational data?

Build visual verification workflows and deploy them through mobile, web, cameras or your existing systems. Deployed in thousands of locations worldwide and ready to scale with your operations.