Please select your industry. This will help us provide benchmark data for your industry-specific Data Capability Maturity Levels.
1.1 How well-defined is your organisation's data strategy?
1.2 How mature is your data governance framework?
1.3 How well does your organisation manage data ownership and stewardship?
1.4 How effective is your data policy management?
1.5 How well does your organisation manage data ethics and compliance?
2.1 How mature is your data architecture?
2.2 How well does your organisation manage data integration?
2.3 How advanced is your data storage and processing infrastructure?
2.4 How well does your organisation handle data security and privacy?
2.5 How mature is your metadata management?
3.1 How mature is your data quality management process?
3.2 How well does your organisation manage the data lifecycle?
3.3 How advanced is your master data management?
3.4 How well does your organisation handle data cataloging and discovery?
3.5 How mature is your data cleansing and enrichment process?
4.1 How advanced is your organisation's data analytics capability?
4.2 How well does your organisation leverage data for decision-making?
4.3 How mature is your self-service analytics capability?
4.4 How well does your organisation manage data visualisation?
4.5 How advanced is your organisation's use of artificial intelligence and machine learning?
5.1 How would you describe your organisation's overall data culture?
5.2 How mature is your data literacy program?
5.3 How well does your organisation promote data sharing and collaboration?
5.4 How effective is your change management for data initiatives?
5.5 How well does your organisation measure and communicate the value of data?
