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Case Studies

Wine businesses use Wine Labs to get accurate wine data, track market prices, and build products faster. Here's how companies are using our infrastructure to solve real problems.

The Duckhorn Portfolio logo

The Duckhorn Portfolio

Understanding where to grow across California

The Duckhorn Portfolio worked with Wine Labs to bring California market presence and distributor sales together for account planning, starting in Los Angeles and expanding statewide.

Wine producerMarket presenceAccount planning
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Cellar IQ logo

Cellar IQ

A Market-Data Spine for an AI-Powered Cellar Portfolio

Cellar IQ uses Wine Labs matching and market intelligence to power portfolio-grade valuations, history and recurring collector insights.

Collector platformPortfolio intelligenceMarket data
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Scarsdale Wine & Spirits logo

Scarsdale Wine & Spirits

Turning a Merchant Inventory into Richer Product Data

Scarsdale Wine & Spirits used Wine Labs to strengthen wine identities, enrich product records and move inventory modernization forward.

Wine retailerInventory enrichmentWine matching
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Nectar logo

Nectar

Market Intelligence Built for Singapore Fine Wine Sourcing

Nectar uses Wine Labs to bring reliable local and global market context into an AI-assisted sourcing workflow for its Singapore fine wine business.

Wine merchantMarket intelligenceAI-assisted workflow
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Fero logo

Fero

Market Data Infrastructure for a Modern Drinks Platform

Fero uses Wine Labs as the pricing and market-data layer behind its sector-specific wine workflows, from initial ingestion to ongoing pricing context.

Market data APIWorkflow ingestionListings
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dVIN Labs logo

dVIN Labs

Pricing Infrastructure Behind Bacchus, the AI Cellar Assistant

dVIN Labs builds Bacchus, an AI powered collector assistant that helps people choose wines, manage their cellar and monitor value. Wine Labs provides the matching, market data and listings coverage behind every bottle.

Consumer appMatching APIMarket data
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WineFi logo

WineFi

Building a Wine Investment Platform on Reliable Data

WineFi uses Wine Labs to match wines accurately, track real market prices, and ship features faster while building their next generation investment platform.

Investment platformData infrastructureMatching at scale
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WineMenu.ai logo

WineMenu.ai

Retail Prices and Critic Scores Behind Every Wine on the List

WineMenu.ai helps diners scan a restaurant wine list and see markups against retail and critic ratings, using Wine Labs retail price data and aggregated critic scores.

Consumer appMarket dataCritic scores
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Rare Index logo

Rare Index

The Right Image for Every Vintage

Rare Index uses Wine Labs to bring accurate, vintage-specific bottle and label images to the fine wine records on its alternative-asset intelligence platform.

Market intelligenceWine imageryVintage-specific
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