Data Governance Essentials for Knowledge Organizations
An executive overview of data governance principles, policies, and practices that knowledge-intensive organizations must establish.
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Data is the foundation of every digital knowledge platform. Without proper governance, organizations risk regulatory violations, security breaches, and the erosion of stakeholder trust.
The Five Pillars of Data Governance
1. Data Ownership
Assign clear ownership for every data domain. Data owners are accountable for quality, access policies, and lifecycle management.
2. Access Control
Implement role-based access with the principle of least privilege. Every person should access only the data they need for their role.
3. Quality Standards
Define and enforce data quality metrics: accuracy, completeness, timeliness, and consistency.
4. Retention Policies
Establish clear retention and disposal schedules aligned with regulatory requirements and organizational needs.
5. Audit and Compliance
Maintain audit trails and conduct regular compliance reviews to ensure policies are followed.