Keeping Data Clean, Connected, and Ready to Use
Governance doesn’t have to be complex—but it does have to be done right. We help teams create simple, scalable practices that keep data accurate, consistent, and trusted across platforms like Qlik and Power BI. Whether you’re managing reporting across teams or scaling up for the first time, we bring structure without slowing you down.
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Data You Can Rely On, Built Into the Process
Protecting Trust Without Slowing Teams Down
When ownership is unclear or quality slips, dashboards and reports lose their meaning. Good governance builds confidence at every step—from data entry to insight. We help implement lightweight structures that keep your reporting aligned, your users empowered, and your data trusted. When governance is in place, dashboards perform better—see our work in Data Visualization.
Governance isn’t about restricting access—it’s about creating clarity and confidence in how data is used. We help put the right guardrails in place, so teams can move quickly while maintaining accuracy, security, and compliance across tools like Qlik and Power BI.
Governance That Moves With You
As your data scales, so should your ability to trust it. We help businesses put guardrails in place that evolve with growth—so insight stays clear, access stays aligned, and decisions stay grounded in reality.
🧩 Data Stewardship & Ownership Models
Clear accountability is at the core of governance. We help define who owns what—and what that ownership means in practice.
✔ Role-based data responsibility structures
✔ Cross-functional ownership frameworks
✔ Embedded accountability in operational workflows
🛡️ Access Controls & Policy Enforcement
We design permissioning strategies that keep systems secure without slowing down business users.
✔ Tiered access across teams and roles
✔ Audit-ready controls for compliance
✔ Alignment with regulatory and internal policy standards
🧹 Data Quality & Validation Processes
Governance is only as good as the quality it protects. We help you define, measure, and maintain data integrity at scale.
✔ Validation rules and quality thresholds
✔ Monitoring and alerts for anomalies
✔ Data remediation workflows tied to root causes
🔍 Metadata & Lineage Visibility
Know where your data came from, how it’s used, and where it’s going. We design metadata strategies that bring transparency to the full data lifecycle.
✔ Source-to-report traceability
✔ Metadata management practices
✔ Visual lineage for audit and debugging support
Want deeper visibility from source to report? See how we support Data Architecture.
Who we work with
Affari partners with businesses across multiple industries to create visualization solutions that drive results. Whether you’re in manufacturing, distribution, retail, CPG, health & wellness, or construction, our expertise ensures that your data is more than just numbers—it’s a strategic advantage. Explore how we transform data across industries.