PROJECT · Advanced
Unified Product Taxonomy Agent
Classify inconsistent retailer listings into one in-house category tree using product text, breadcrumbs, hierarchical retrieval, evidence checks, and deliberate human review.
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Business scenario
A commerce intelligence company receives product listings from several retailers. Each retailer organizes the same products differently: a robot vacuum may appear under appliances, floor care, smart home, or marketplace deals. Retailer category IDs cannot be compared directly, and breadcrumb labels are sometimes missing, overly broad, or simply wrong.