Enterprise Data Governance Operating Model
Practical governance operating model with RACI matrices, data stewardship, catalog standards, classification tiers, access reviews, and change management workflows.
GovernanceIntermediateFramework Document
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464 linesReplace {{PLACEHOLDERS}} with your environment values, then deploy to your stack.
# Enterprise Data Governance Operating Model
**Version:** {{FRAMEWORK_VERSION}}
**Owner:** {{CHIEF_DATA_OFFICER}} / {{GOVERNANCE_TEAM}}
**Last Updated:** {{LAST_UPDATED_DATE}}
**Organization:** {{ORGANIZATION_NAME}}
---
## Executive Summary
This document defines the **enterprise data governance operating model** for {{ORGANIZATION_NAME}}. It establishes RACI matrices, stewardship structures, catalog standards, data classification, access review processes, and change management so data is **trusted, compliant, discoverable, and appropriately protected** across all domains.
**Governance mission:**
> Enable safe, efficient use of data assets while meeting regulatory obligations ({{REGULATORY_FRAMEWORKS}}) and internal risk appetite.
---
## 1. Governance Framework Overview
```
┌─────────────────────────────────────────────────────────────────┐
│ EXECUTIVE DATA GOVERNANCE COUNCIL (EDGC) │
│ Strategy, policy approval, risk appetite, funding │
└────────────────────────────┬────────────────────────────────────┘
│
┌────────────────────────────┴────────────────────────────────────┐
│ DATA GOVERNANCE OFFICE (DGO) │
│ Standards, catalog ops, metrics, training, tool administration│
└────────────────────────────┬────────────────────────────────────┘
│
┌────────────────────┼────────────────────┐
▼ ▼ ▼
┌───────────────┐ ┌───────────────┐ ┌───────────────┐
│ DOMAIN │ │ DOMAIN │ │ DOMAIN │
│ STEWARD COMM. │ │ STEWARD COMM. │ │ STEWARD COMM. │
│ (Finance) │ │ (Customer) │ │ (Operations) │
└───────────────┘ └───────────────┘ └───────────────┘
│ │ │
└────────────────────┼────────────────────┘
▼
Data Owners, Stewards, Custodians
│
▼
Catalog, Policies, Access Controls
```
---
## 2. Roles and RACI
### 2.1 Role Definitions
| Role | Description | Typical Title |
|------|-------------|---------------|
| **Executive Sponsor** | Accountable for enterprise data strategy | CDO, CIO |
| **Data Owner** | Accountable for a domain's data assets and access decisions | VP / Director of domain |
| **Data Steward** | Operational governance for definitions, quality, catalog | Business analyst, domain SME |
| **Data Custodian** | Technical implementation of policies | Data engineer, DBA |
| **Data Consumer** | Uses data per granted entitlements | Analyst, data scientist |
| **Privacy Officer** | DPA, DPIA, privacy compliance | DPO, legal counsel |
| **Security Officer** | IAM, encryption, threat model | CISO team |
| **Governance Analyst** | Metrics, access reviews, training | DGO staff |
### 2.2 Enterprise RACI Matrix
| Activity | Exec Sponsor | Data Owner | Data Steward | Custodian | DGO | Privacy | Security |
|----------|:------------:|:----------:|:------------:|:---------:|:---:|:-------:|:--------:|
| Enterprise data strategy | A | C | I | I | R | C | C |
| Classification taxonomy | A | C | C | I | R | C | C |
| Domain glossary terms | I | A | R | C | C | I | I |
| Access grant approval | I | A | R | C | I | C | C |
| Technical access implementation | I | I | C | R | C | I | A |
| Quality standards | I | A | R | R | C | I | I |
| Catalog curation | I | A | R | C | R | I | I |
| Access recertification | I | A | R | C | R | C | C |
| Regulatory reporting | A | R | C | C | R | R | C |
| Policy exception / waiver | A | R | C | I | R | C | C |
| Incident (data breach) | I | C | C | R | C | A | R |
// ... download full template for remaining codeHow to use this framework
Practical governance operating model with RACI matrices, data stewardship, catalog standards, classification tiers, access reviews, and change management workflows.
- Download the full document and review with your platform/architecture team
- Replace organization-specific placeholders (team names, AWS accounts, domains)
- Map each section to your current-state vs target-state gap analysis
- Use as an RFC or architecture decision record (ADR) starting point
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UpdatedJul 2, 2026