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Glossary term

What is AI Product Data Mapping?

Definition

AI Product Data Mapping uses machine learning to automatically align product data or supplier data fields with a company’s internal PIM schema. This reduces the time spent manually matching attributes and ensures more accurate onboarding of bulk catalog data. It is especially valuable for organisations handling large, diverse, or frequently changing supplier Data feeds.

Field matching identifies equivalent meanings; value transformation may be a separate step. For example, an autonomous product data operation could take a supplier column named Operating V, suggest a mapping to the target operating-voltage attribute, and request confirmation before reusing the mapping.

AI Product Data Mapping in an autonomous operation

  1. Step 1:

    Input

    A supplier column named Operating V

  2. Step 2:

    AI Product Data Mapping

    Suggest a mapping to the target operating-voltage attribute

  3. Step 3:

    Outcome

    Request confirmation before reusing the mapping

Field matching identifies equivalent meanings; value transformation may be a separate step.

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