According to some embodiments, a plurality of records may be received, and a data quality platform may execute a matching process to match at least some records with each other. A replay request associated with at least two of the received records may be received from a user, and information about the at least two records and a first decision in the matching process may be graphically displayed via a user interface. A result of the first decision in the matching process may then be graphically displayed to the user. Similarly, information about the at least two records and a second decision in the matching process, subsequent to the first decision, may be graphically displayed in the user interface. A result of the second decision in the matching process may then be graphically displayed to the user.