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Data Governance: Building a Framework for Enterprise Data Management

Without data governance, data lakes become data swamps. Learn how to establish ownership, quality standards, and access policies across your data estate.

What is Data Governance?

Data governance is the set of policies, standards, and processes that ensure data is accurate, available, secure, and used correctly across an organisation. It answers: who owns this data, who can access it, and how good does it need to be?

Core Components

  • Data Catalogue: A searchable inventory of every data asset, including descriptions, owners, and lineage.
  • Data Stewardship: Assign business domain owners (stewards) responsible for quality and definitions.
  • Access Control: Implement attribute-based access control aligned to data classification levels.
  • Data Lineage: Track data from source to consumption to understand impact before making changes.