Data Governance Roles & Responsibility Matrix (Template)

Purpose

This template helps teams make data responsibilities explicit so analytics remain trustworthy and operational decisions are fast. Use it to document who is accountable, who performs day-to-day stewardship, how access and changes are approved, and how issues are escalated.

How to use this template

1. Copy this template into your team space and replace placeholder names and contacts.
2. Customize the RACI rows to match your domain (e.g., Customer, Inventory, Production).
3. Agree the stewardship cadence and record meeting owners and participants.
4. Publish the completed matrix alongside your data catalog entries and access controls.

Core role descriptions (examples)

• Data Owner (Accountable): A business leader or product owner who is ultimately accountable for the correctness, fitness-for-purpose, and appropriate use of a data domain. Approves policy-level decisions and major schema changes.
• Data Steward (Responsible): The person or small team responsible for day-to-day data quality, metadata, owner coordination, triaging issues, and implementing owner-approved changes.
• Platform / Infrastructure Team: Provides and operates data platforms, pipelines, access controls, backups, and monitoring. Implements approved access changes and technical protections.
• Data Analyst / BI Developer: Produces reports, defines KPIs, builds transforms, and raises quality or coverage gaps to stewards and owners.
• Data Consumer: Typical users of the data (operations, sales, analysts, external partners) who must follow access and usage policies and report issues promptly.
• Security / Compliance (when applicable): Ensures data handling, classification, retention, and sharing meet legal and policy requirements.

Responsibilities & decision rights (sample RACI matrix)

Legend: R = Responsible (does the work), A = Accountable (final sign-off), C = Consulted, I = Informed. Adjust roles to match your organization.

Tip: Keep this matrix visible in your domain documentation and review it when roles or tooling change.

Sample access policy (concise)

Use the sample text below as a starting point. Replace bracketed values and align with your identity & access processes.

Policy: Access to the [Domain Name] dataset is granted on a least-privilege basis. Roles (Viewer, Analyst, Steward, Owner) map to predefined platform groups. Requests for new access must be submitted to the Data Steward via [request channel], include business justification, and receive Owner approval for elevated privileges. Access is reviewed quarterly; inactive accounts are revoked after 90 days of inactivity.

Stewardship cadence checklist (recommended)

• Weekly: Data Steward triage of outstanding data issues and incoming requests.
• Monthly: Short status sync between Owner, Steward, and Platform for operational blockers.
• Quarterly: Data quality review (KPIs), access audit, and policy adjustments with wider stakeholders.
• Annually: Formal governance review covering retention, classification, and any regulatory changes.

Record meeting owners, attendees, and action trackers next to this checklist so next steps are clear.

Onboarding steps for a new data domain (practical)

1. Name the domain and list business purpose and primary consumers.
2. Assign a Data Owner and at least one Data Steward with contact details.
3. Map high-level data sources, downstream consumers, and critical reports.
4. Populate metadata in your data catalog (schema, owners, sensitivity, retention).
5. Complete the RACI matrix for the domain and publish it with the catalog entry.
6. Set initial stewardship cadence, schedule the first quarterly review, and define KPIs to monitor.
7. Implement access groups in the platform and run a one-time access audit.

Common pitfalls & practical tips

• Don’t make governance a purely centralized approval bottleneck — keep decisions lightweight and local where safe.
• Avoid vague owners. Prefer a named person or role (e.g., "Head of Orders Product") rather than "Sales Team".
• Document escalation paths for unresolved issues and SLA expectations for stewards.
• Link this matrix to concrete artifacts: data catalog entries, access lists, and incident tickets.

Customizable fields (quick checklist for tailoring)

• Domain name
• Owner name & contact
• Primary steward(s)
• Platform contacts (team or service desk)
• Escalation contacts and SLA expectations
• Review cadence and meeting owners

Next steps

Copy this template into your team area, complete the customizable fields, attach it to the domain catalog entry, and schedule the stewardship cadence. If you plan to scale governance across multiple domains, consider creating a lightweight template per business function to reduce confusion and speed onboarding.