Platforms & People
Book a callCustom development
Retail / manufacturing · computer vision · United States

Design search from weeks to seconds with image matching

Image-embedding search over the full design catalogue, ranked for the sales team and linked to live ERP pricing and stock.

GoldStar Jewelers
AI searchERP integration
Reference → catalogue0.4 s · 38,000 designs

customer photo

→

GS-221097%

GS-224793%

GS-228488%

ERP · in stockquote ready

weeks → seconds

to find a matching design

↑ close rate

faster quotes win more deals

live ERP

price and stock on every match

The problem

Matching a customer's reference image against the catalogue was manual, took weeks, and quotes were lost to faster competitors.

“What used to take weeks can now be done in seconds. Our clients are impressed with how fast we can provide quotes, and it has significantly improved our closing rate.”
Mr. Shah · Director, GoldStar Jewelers

What we built

  • Image embedding and similarity search over the full design catalogue
  • Ranked matches with confidence scores for the sales team
  • ERP integration so a match pulls live pricing and availability

Stack

CLIP embeddingspgvectorPythonNext.jsERP API

Want something like this?

Tell us what you are building. A senior engineer replies within one working day.

Custom development