Data Governance Advisory Monitoring Standards
- Monitoring standards at DG Advisory level include:
DQ Scores summary of all BDOs
This dashboard presents a summary of the data quality score for each BDO, based on their performance in data quality management. The table also shows the remediation time for different types of incidents, categorized by criticality level: critical incidents, high priority incidents, medium priority incidents, and low priority incidents.
Information: Please refer to the Key terms and abbreviation section for the definition of terms used in the dashboards. Please note that figures provided in the dashboard are illustrative examples. For more details about calculating the overall score.
This dashboard is a crucial tool for data governance consulting, providing insights into each BDO’s ability to effectively manage and resolve data quality incidents. It also helps plan targeted improvements and allocate resources more strategically to improve overall performance.
DQ Scores trends summary of all BDOs
This dashboard presents the trend of the data quality score for each BDO, over a six-month period in terms of handling data quality incidents and the time required to remediate these incidents, divided into four criticality categories: critical incidents, high priority incidents, medium priority incidents, and incidents low priority.
Information: Please refer to the Key terms and abbreviation section for the definition of terms used in the dashboards. Please note that figures provided in the dashboard are illustrative examples. For more details about calculating the overall score.
Each BDO is evaluated not only on how quickly it handles incidents, but also on the consistency of its performance (indicated by numerical scores changing color from red to green, where green represents better performance). This dashboard is crucial for monitoring the effectiveness of data quality management across different BDOs, enabling a better understanding of performance over time and facilitating proactive data management in the organization.
DQ Implementation Maturity summary of all BDOs
This dashboard presents the data quality score of all BDOs per capability, an overview of the performance and maturity of different BDOs in terms of data quality governance.
Information: Please refer to the Key terms and abbreviation section for the definition of terms used in the dashboards. Please note that figures provided in the dashboard are illustrative examples. For more details about calculating the overall score.
This dashboard is essential for understanding where each BDO stands in terms of developing its data quality management practices. It helps identify areas where improvements are needed and where best practices are already well established. The information provided can guide decision-makers in strategic planning to strengthen data governance practices in areas requiring particular attention.
Data can help allocate resources for professional development, training, and technology investments for data governance areas that have low maturity scores.
DQ Implementation Maturity Trend summary of all BDOs
This dashboard presents the evolution of the data quality score of all BDOs. Each evaluated category displays performance variations for each BDO, illustrated by arrows indicating the direction of performance change and percentages that show the evolution of maturity.
Information: Please refer to the Key terms and abbreviation section for the definition of terms used in the dashboards. Please note that figures provided in the dashboard are illustrative examples. For more details about calculating the overall score.
The dashboard helps understand how data quality governance practices evolve over time for each BDO.
Negative trends indicate where additional investment or training may be needed to improve data governance practices. By identifying areas of weakness, decision-makers can allocate resources more effectively to address specific deficits and strengthen governance practices.
This dashboard enables dynamic monitoring of progress or deficits in data quality governance across different organizational units, thereby facilitating proactive and strategic management of resources to continually improve data management practices.
General DQ Status dashboard
This dashboard provides a snapshot of the Data Quality status, including a global DQ score, governance details, and the status of datasets and controls. It highlights critical, high, medium, and low incidents, along with their target and average resolution times, indicating areas that require immediate attention.
General DQ Status evolution dashboard
This evolution dashboard tracks the changes in data quality status over the last six months, showing improvements in the global DQ score and the evolution of incidents by severity. It highlights governance roles, dataset statuses, and control metrics, providing insights into the effectiveness of data quality initiatives.
Monitoring template
Please refer to the Data Quality Framework documentation center.