QA for Reporting & Analytics – Accuracy Is Everything

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“The dashboard says revenue is up.”

But is it?

We’ve seen too many organizations blindly trust their ERP dashboards, only to uncover mapping errors, reconciliation gaps, or compliance violations months later. In a world where numbers drive boardroom decisions, QA must be your truth filter.

Why Reporting QA Matters

Multiple Data Layers: Source tables, ETL processes, BI dashboards—each adds risk.

Compliance Pressure: Regulatory filings depend on accurate ERP data.

Decision Impact: CFOs and CIOs make million-dollar calls based on these numbers.

A Real-World Story

We found a $5M discrepancy in quarterly reporting. The root cause? A single mapping error in the ETL layer. Without QA intervention, this error would have gone straight to auditors.

By validating every step—from transaction data to dashboard visuals—we protected the client’s credibility.

The Takeaway

QA in reporting isn’t about pretty visuals; it’s about trustworthy insights:

Cross-system data reconciliation.

Performance and load testing for executive dashboards.

Compliance validation for every metric.

 

 💬 How confident are you in your dashboards today?

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