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Scaling Power BI Testing Automation for Pharma Consulting Analytics

Power BI Testing Automation in Pharma Analytics

Customer Profile

A pharmaceutical consulting organization managing Power BI reporting across multiple clients, seeking to automate dashboard validation and ensure KPI consistency at scale.

Business Challenges

  • Manual Power BI validation was time-consuming and difficult to scale.
  • Maintaining KPI consistency across multiple dashboards and client environments.
  • Managing complex validation scenarios involving filters, slicers, and large data volumes.

How We Solved It

  • Automated Power BI dashboard, KPI, and visual validation using BI Validator.
  • Enabled cross-report consistency checks and automated reconciliation testing.
  • Implemented API-triggered validations and reusable test frameworks across multiple pharma clients.

Outcomes Delivered

  • 70% reduction in manual validation effort
  • 80% faster testing turnaround time
  • 30–60 minutes saved per report validation cycle

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