The ERAM Reporting Architecture Audit is the starting point of every transformation.
It answers a critical question:
Why can your reporting system not be trusted under pressure?
Most dashboards appear correct — until they are used in real decision contexts.
When filters are applied, when data is segmented, or when departments compare results, inconsistencies emerge.
These inconsistencies are not random.
They are structural.

The audit evaluates your reporting system across three critical dimensions:
Where grain is undefined, duplicated, or inconsistent across tables.
Where KPI definitions conflict or aggregation rules break under filtering.
Where visuals may appear correct but mask underlying inconsistencies.
These examples highlight a consistent pattern:
The problem is not the dashboard.
It is the underlying data structure and KPI logic that determine whether a reporting system can be trusted.
This process replaces guesswork with clarity.
It ensures that any rebuild or optimization is grounded in a stable, scalable architecture — not assumptions.
If your reporting system cannot be fully trusted under real usage conditions:


We’re dedicated to helping organizations unlock the full value of their data through modern business intelligence, clear insights, and scalable analytics solutions. By combining industry-leading tools like Power BI, best-practice data modeling, and performance-driven dashboard design, we empower companies to make confident, data-driven decisions. With a client-first mindset and a commitment to innovation, we ensure your analytics are accurate, actionable, and built for long-term success.
Image by Freepik
+1 (587) 896-0187
© 2026 Eden Data Studio - All Rights Reserved.