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Once the integration record's data has been edited for the corrections, the user should set the record to a status of 'Reprocess' and save the record. The next time the record is processed, it will process with the manipulated data instead of the original failed data.
Note: Edits made to the integration record will only save if the record is simultaneously saved with a status of 'Reprocess'.