You can configure rule associations to cleanse and standardize data.
When you configure rule associations to cleanse and standardize data, the rule associations first validate the data and enriches the fields with cleansed data based on the validation results. When you configure cleansing and standardization, you can choose to downgrade the trust scores of fields that fail validations by specifying the percentage of trust score to downgrade.
The following table lists the plugin that you can use to cleanse and standardize data:
Plugin Name
Service that the plugin uses
Can connect to external data provider?
Application Integration-based Cleansing
Application Integration
Yes
Application Integration-based Cleansing plugin
To validate and cleanse data by connecting to an external data provider, use the Application Integration-based Cleansing plugin.
You need to create Application Integration processes that you can use with this plugin. For more information about creating a process for Application Integration-based cleansing, see Payload formats for Application Integration-based cleansing.
The following table lists the properties of the plugin:
Property
Description
CAI Process Identifier
Identifier of the Application Integration process that the plugin uses.
CAI Process Name
The API name of the process that's specified in the CAI Process Identifier property.