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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.

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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Liquid Grape logo

Liquid Grape

An AI Native Workflow for Fine Wine

Liquid Grape connects AI agents like Perplexity Computer to the Wine Labs MCP to generate multi vintage price and critic score analyses on demand, while running daily exchange, auction and retail comparisons and uploading their own private offers.

AI agentsMCPPricing across sources
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Millesimes logo

Millesimes

Finding Trading Opportunities at Market Speed

Millesimes uses Wine Labs Cellar Pricer to instantly value inventory spreadsheets and price analysis tools to identify arbitrage opportunities across exchanges and merchants.

Wine merchantCellar pricingMarket analysis
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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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