What data governance framework are you using?
1.7k views3 Comments
Sort by:
Sr. Manager in Banking8 months ago
Considering data in the clouds you could use CDMC framework too for your Data Governance. The same is available from EDM.If you need further information please let me know.
Data Managera year ago
EDM council Frameworks – EDM Council
Content you might like
Yes, but it doesn’t exist yet26%
Yes, and it already exists42%
No, but I wish23%
No, and I don’t think it needs to9%
The data19%
The people43%
The processes21%
The policies12%
I wish I knew5%
A data governance framework is a structured approach to managing and protecting an organization's data assets. It ensures that data is accurate, consistent, secure, and used effectively. Here are the key components of a typical data governance framework:
1. Vision and Strategy
Objectives: Define clear goals for data governance.
Success Metrics: Establish metrics to measure the effectiveness of data governance.
Risk Management: Identify and mitigate risks associated with data handling.
2. People
Roles and Responsibilities: Assign specific roles such as data owners, data stewards, and data protection officers.
Training and Awareness: Ensure that all stakeholders are aware of their responsibilities and are trained in data governance practices.
3. Processes
Data Quality: Implement processes to ensure data accuracy and consistency.
Data Lineage: Track the origin and movement of data within the organization.
Conflict Resolution: Establish mechanisms to resolve data-related conflicts.
4. Policies
Data Handling: Set guidelines for how data should be collected, stored, and used.
Security and Compliance: Ensure data is protected and complies with relevant regulations and standards.
5. Technology
Tools and Platforms: Utilize technology solutions like data cataloging and governance tools to manage data effectively.
Some public references
1.Top 10 Data Governance Frameworks in 2025 - Carmatec: This article highlights the top data governance frameworks for 2025, emphasizing their features, use cases, and benefits. It discusses the importance of data quality, compliance, security, and accessibility (https://www.carmatec.com/blog/top-10-data-governance-frameworks/)
Data Governance Frameworks, Models & Best Practices - Claravine: This resource provides an overview of data governance frameworks, explaining how organizations can leverage people, processes, and technology to manage data effectively (https://www.claravine.com/resources/data-governance-framework/)
Data Governance Framework: Guide, Examples, Template - Atlan: This guide offers a detailed structure for implementing data governance, including guidelines, protocols, processes, and rules for managing data within an enterprise (https://atlan.com/data-governance-framework/)