Data Governance, Quality & Trust

Policies, roles, stewardship, and practical templates to make analytics trustworthy, compliant, and usable at scale.


Template

Data Governance Roles & Responsibility Matrix (Template)

A practical, adaptable template that defines core governance roles, maps responsibilities and decision rights with a sample RACI matrix, includes a concise sample access policy, a stewardship cadence checklist, and step-by-step onboarding for new data domains. Ready for teams to copy and tailor to their environment.

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Template

Data Privacy Impact Assessment (DPIA) Template

An actionable, fillable DPIA template to assess projects for privacy risk, capture mitigation plans, and record approvals. Includes a worked example for a user analytics pipeline and fields to score likelihood, impact, and residual risk.

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Template

Governance: Stewardship & Role Description Templates

Copy-ready, customizable role descriptions and a short RACI template for data steward, data owner, analytics product manager, and privacy owner — plus guidance for adoption, light governance patterns, and examples for small and large organizations.

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Template

Analytics Governance RACI & Policy Starter Template

A practical, copy-ready RACI matrix and short policy templates for stewardship, access, retention, model approval, and data contracts — plus an implementation checklist, enforcement steps, and a communication plan for role changes.

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Template

Data Governance RACI & Stewardship Template

A one-page, ready-to-use template that combines a RACI matrix for dataset/metric ownership with a practical steward checklist, examples, and guidance for adoption. Helps teams clarify responsibilities, enforce lightweight quality checks, and keep datasets trustworthy and usable.

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