This paper proposes the Data Architecture implementation process and the suggestions for automation which will enable the analyzing and measuring of the data structure as well. We verified the standardization of data that proposes a baseline for minimum quality, communications with stakeholder within an information system, minimization of application changes, and the effect of data values on quality improvement. The baseline is tested through the measurement and assessment of the quality indicator of a data structure as well as a quality control process deduced during the implementation.