1. Establish and sustain a business-driven function to evaluate and improve the
quality of data assets.
2. Standardize data quality assessment objectives, targets, and thresholds according to industry accepted techniques and processes.
3. Adopt standard data quality dimensions across domains for development of thresholds, targets, and metrics.
4. Establish an empirical method for statistical evaluation of data quality.
5. Establish standard data quality assessment reporting, utilizing scorecards,
dashboards, and other analytical reports.
6. Utilize the results and conclusions of data quality assessments to develop and enhance data quality improvement plans.