Dataruba
Data Governance
Well-governed data is the foundation of every reliable analytics initiative, AI programme, and regulatory compliance requirement. Dataruba designs and implements practical governance frameworks that fit your organization, sector, and ambitions.
Core areas
What data governance covers
A complete governance programme addresses every layer where data can be poorly defined, misused, or left unaccountable.
Data Ownership & Stewardship
We define clear roles for data owners, stewards, and custodians across every domain so that accountability for quality, usage, and access is always explicit.
Data Quality Management
We establish quality rules, monitoring pipelines, and remediation workflows that measure and improve completeness, accuracy, consistency, and timeliness of your data.
Data Catalog & Metadata
We build a searchable catalog that documents datasets, definitions, lineage, ownership, and sensitivity so that every user can find and trust the data they need.
Access Control & Security
We implement role-based and attribute-based access controls across your data platform to ensure the right people access the right data under the right conditions.
Regulatory Compliance
We map your data landscape to GDPR, local Aruban and Caribbean regulations, and sector-specific requirements, helping you demonstrate accountability and avoid risk.
Data Lineage & Auditability
We track data from source to consumption, making it possible to trace transformations, identify root causes of quality issues, and satisfy audit requirements.
How we work
A governance model that actually gets used
Governance programmes fail when they produce documentation but change nothing. Dataruba builds governance into your platforms and processes so it is automated, measurable, and sustainable.
1. Assess & diagnose
We inventory your data assets, ownership gaps, quality issues, access risks, and compliance obligations to build a clear baseline.
2. Design the framework
We define policies, ownership structures, quality dimensions, metadata standards, and access classification that fit your organization.
3. Implement on your platform
We deploy governance controls directly into your data platform — including Unity Catalog, Microsoft Purview, or Azure Synapse — so rules are enforced at runtime.
4. Operate & improve
We provide dashboards, incident processes, and regular reviews that keep governance active and continuously improving alongside your data landscape.
What you receive
Practical outputs from a Dataruba governance engagement
- Data governance policy and operating model
- Data ownership and stewardship RACI
- Data quality rules, dashboards, and remediation workflows
- Configured data catalog with definitions and lineage
- Access control model implemented on your platform
- Compliance mapping to GDPR and applicable regulations
- Governance roadmap for ongoing improvement
Get started
Ready to govern your data with confidence?
Talk to Dataruba about a governance engagement that is practical, proportionate, and built to last.