V
A
IR
The product data layer for fashion brands
API Docs
Schema
v1.0
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EN DE FR IT ZH
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120+ attributes
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EU DPP ready
Supplier A — Clean
Supplier B — Messy (German)
Supplier C — Chaotic
Supplier D — Chinese Factory
Raw Supplier Input
No file loaded
⬆
Drop a CSV file or click to upload
CSV or XLSX — supplier data as-is, no cleanup needed
Normalized Output
Waiting for input
Normalized Output
Drop a supplier file to see structured garment records
CSV or XLSX · EN DE FR IT ZH · 120+ attributes
Normalizing supplier data...
Normalization report will appear here
Records
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Avg Confidence
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Fields Mapped
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Fields Missing
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DPP Ready
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DPP Score
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Normalization Warnings
DPP Readiness
Supplier Quality Score
Normalization Audit