Cleaner wine identities
Wine Labs helps connect existing merchant records to consistent wines, producers and vintages.
Scarsdale Wine & Spirits x Wine LabsTurning a merchant inventory into richer product data
Scarsdale Wine & Spirits used Wine Labs to strengthen the product data behind its existing wine inventory. The project connected merchant records to consistent wine identities and created a better foundation for operations, merchandising and future digital experiences.
Visit Scarsdale Wine & SpiritsScarsdale Wine & SpiritsInventory enrichment
1
Inventory
Start with the merchant records already in use
2
Match
Connect each record to a dependable wine identity
3
Enrich
Add structure for stronger product experiences
Wine Labs helps turn an existing merchant inventory into a stronger source of product information.
Customer perspective
“Wine Labs helped me turn an existing inventory into cleaner, richer product data without having to rebuild everything from scratch.”
A.J. Hoffman, Scarsdale Wine & Spirits
Richer product information
Structured wine details give the inventory a stronger foundation for merchandising and discovery.
A merchant-led path forward
Flexible Wine Labs tools let the team make progress while keeping day-to-day retail priorities in focus.
The opportunity
Make existing inventory data work harder
Wine merchants build their inventory over years, often across systems that were designed to move stock rather than create a rich product catalog. Names, regions, producers and other details can vary from one record to the next.
The team wanted a practical way to improve that foundation while continuing to run the business. The goal was steady progress: cleaner records, richer wine context and more useful data throughout the inventory.
What we delivered
Wine matching for the existing catalog
Wine Labs connected merchant records to consistent wine identities, giving each matched item a stable foundation for enrichment and future use.
Structured details for stronger product records
Wine information from Wine Labs helped fill out the context around each product, improving the quality and consistency of the inventory beyond a simple title and price.
Flexible tools that fit the merchant
The team could use Wine Labs alongside the systems already in place. That flexibility made it possible to enhance the inventory in stages rather than wait for a larger platform project.
The result
A successful first pass with a foundation for more
A successful first enhancement pass
The team moved through the initial inventory project with Wine Labs supporting the data work underneath.
Better records for the business
More consistent wine identities and attributes create a stronger operational and customer-facing catalog.
Progress without a full rebuild
The workflow fit around the merchant’s existing systems and could improve incrementally over time.
The initial inventory enhancement project moved forward successfully. The team finished with better-structured wine data and a repeatable way to keep improving the catalog as the business evolves.
The impact
A stronger data foundation for modern wine retail
Cleaner wine identities reduce ambiguity across the inventory.
Richer product attributes support better merchandising and discovery.
Incremental enrichment makes modernization practical for a working merchant.
The same data foundation can support future catalog, imagery and customer-facing experiences.
What's next
Scarsdale Wine & Spirits and Wine Labs can keep building on the same foundation as the merchant evolves its digital operations. Better identity and richer product information create room for stronger merchandising, imagery and customer discovery over time.
Enrich your wine inventory