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Data Governance

Data Governance Maturity Assessment: Where Does Your Organization Stand?

Joshua Garza

Most organizations know they need better data governance. Few know where they actually stand. A maturity assessment gives you an honest baseline before you invest in tooling or process change.

The Five Dimensions We Measure

1. Data Ownership and Stewardship
Are data owners formally assigned? Do they have authority to enforce standards, or is ownership purely nominal? Mature organizations tie stewardship to performance reviews.

2. Metadata and Data Catalog Coverage
What percentage of your critical data assets have documented definitions, lineage, and quality rules? Coverage below 40% is common and consistently surprises leadership teams.

3. Data Quality Processes
Are quality checks automated and monitored in pipelines, or are issues discovered after business decisions are made? The gap between reactive and proactive quality management is measurable.

4. Policy Enforcement
Policies written in a document are not policies in practice. We assess whether access controls, retention schedules, and classification rules are actively enforced versus aspirationally documented.

5. Regulatory Alignment
GDPR, CCPA, HIPAA, and sector-specific rules create overlapping obligations. Maturity here means mapped controls, not just awareness of requirements.

What a Level Looks Like

Assessments typically produce a score from Level 1 (Ad Hoc) through Level 5 (Optimized). Most mid-market companies land at Level 2 or early Level 3. That is not a failure — it is a starting point.

The value of the assessment is not the score. It is the prioritized gap list that tells your team exactly where to spend the next ninety days.

Ready to find your baseline? Contact us to schedule an assessment.