What is AI Based Taxonomy Mapping?

AI-Based Taxonomy Mapping uses machine learning to automatically match products to the correct categories, subcategories, and product types. It reduces manual errors, eliminates inconsistent classification, and speeds up catalog onboarding. In PIM, this ensures products are categorised accurately for better search, navigation, and marketplace readiness.

A suggested category still needs to satisfy the destination taxonomy and any confidence rules. For example, an autonomous product data operation could take supplier categories such as High Bay Fixtures, suggest a match to the approved Lighting taxonomy, and hold ambiguous category matches for approval.