Data Governance
What is Data Governance?
The overall management of the availability, usability, integrity, and security of data employed in an organisation. Data governance includes policies, processes, standards, and metrics that ensure the effective use of information.
Terms that appear alongside data governance
Each of these is named in at least one of the same controls as data governance. The number is how many controls name both.
- governance 87 shared controls
- data protection 25 shared controls
- gdpr 9 shared controls
- cybersecurity 8 shared controls
- privacy by design 8 shared controls
- consent 7 shared controls
- compliance 7 shared controls
- transparency 7 shared controls
Frameworks that govern data governance
What the standards actually require on data governance
Requirements naming data governance across 6 standards, quoted from the control text.
Have regard to the Data Governance Board's role in governing secondary use and data governance of My Health Record data (Part 7).
MYHR-GOV-2 · Data Governance Board →Establish policies, decision rights, and accountabilities for the proper management of data assets across the organization.
DG-1 · Data Governance Strategy →High-risk AI systems that make use of techniques involving the training of AI models shall use training, validation and testing data that meet the quality criteria in Art.10(2)-(5): appropriate data governance, examination for possible biases, identification o...
EUAI-Art.10 · Data and data governance →Integrate ISO 8000 requirements into data governance bodies, charters, and decision rights.
ISO8000-DG · Data Governance Integration →Privacy (Puraibasii プライバシー) is the fourth of 10 Principles per Japan AI Guidelines for Business + intersects with APPI Act on Protection of Personal Information (2022 Amendment effective April 2023) + Copyright Act 2018 Amendment Article 30-4 (text and data mi...
JP-AIG-Data-Governance-Training-Data-Quality-Provenance-Lineage-Copyright-APPI-Personal-Information-Protection · Japan AI Guidelines Data Governance + Training Data Quality + Provenance + Lineage + Copyright Act 2018 Article 30-4 Text Data Mining Exception + APPI 2022 Amendment + Personal Information Protection + Privacy Principle →Respect and uphold data privacy and protection during design, development and deployment, including privacy-by-design and adherence to applicable data protection laws.
AIGE-P5 · Privacy and Data Governance →Questions people ask about data governance
What is Data Governance?
Why is Data Governance important for compliance?
Which compliance frameworks address Data Governance?
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See how Data Governance applies across compliance frameworks
Our platform maps 686 frameworks with 311K cross-framework control mappings. Explore how this concept is addressed across standards.