Match IQ

The Match IQ application allows you to create a model that you can use to match records within a tenant, and, match records stored in an external file with the records in a tenant.

This matching is performed using machine learning techniques instead of using the match rules defined for the tenant.

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Match IQ Features

The following are the key features of the Match IQ application:
  • A machine learning model is used to perform matching on the dataset.
  • You can build your ML models by using the active learning process where you answer questions to identify match pairs.
  • You can create and test multiple models before you publish the model that produces the most accurate results. To test a model, you can download the match results and review them for accuracy.

Match IQ Benefits

The following are some of the benefits of using the Match IQ application:
  • Match IQ recommendations can be used as additional validation for potential matches. This reduces the time and effort of data stewards.
  • The model can generate additional relevant match pairs as the model learns over time.
  • Users can filter the potential matches to show the pairs that are generated only by Match IQ and resolve multiple matches for an entity in bulk.

The following sections provide information about how to use machine learning techniques to perform matching: