Silkman Solutions
AI Jewelry Valuation Engine
The Challenge
Jewelry valuation requires expert appraisers and typically takes days. The industry had no scalable solution for instant, reliable remote valuations — a critical gap for online buyers and sellers.
What Silkman Built
A patent-pending computer vision pipeline that analyzes jewelry photographs for metal type, gemstone characteristics, craftsmanship quality, and comparable market data to produce valuations in under 30 seconds.
< 30 sec valuation
87% accuracy vs. appraiser
1 patent filed
Our Approach
How we delivered it
- 1
Trained custom CNN model on 50,000+ annotated jewelry images across 12 categories
- 2
Built hallmark detection and gemstone grading modules using transfer learning
- 3
Integrated live market price feeds for gold, platinum, and diamond spot rates
- 4
Deployed as API with consumer web interface — patent application filed May 2024
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