FINANCIAL SERVICES • DATA QUALITY
Transforming Executive Reporting with Automated Dashboard Validation
CLIENT
A leading U.S.-based global investment bank providing mergers & acquisitions advisory, capital markets consulting, financial restructuring, valuation services, and strategic advisory solutions to clients worldwide. The organization relies heavily on business intelligence dashboards to support executive decision-making and financial reporting.
CHALLENGES
The client depended on manual validation processes to verify data displayed across Tableau dashboards. As reporting complexity increased, this approach became time-consuming, inconsistent, and difficult to scale.
Manual Data Validation: Financial dashboards were validated manually, requiring significant time and effort from business and QA teams. This process created inconsistencies and made it difficult to keep pace with growing reporting demands.
Risk to Reporting Accuracy: Complex Tableau calculations, multiple data sources, and frequent report updates increased the risk of discrepancies between source data and dashboard outputs, potentially impacting business decisions.
Limited Testing Coverage: With dozens of dashboards and reports to validate, teams struggled to achieve comprehensive test coverage. Time and resource constraints often resulted in selective validation rather than end-to-end testing.
Delayed Business Insights: Lengthy validation cycles delayed report availability, slowing access to critical insights and reducing the speed of executive decision-making.
SOLUTIONS
Technossus implemented an automated dashboard validation framework using BI Validator (DataOps) to streamline testing and improve confidence in business reporting. The solution automated data reconciliation across source systems, databases, and Tableau dashboards while enabling scalable regression testing for ongoing releases.
The solution included:
Automated Data Validation: Developed over 100 automated validation workflows to compare and verify data across databases, reports, and dashboard visualizations.
End-to-End Reconciliation: Implemented automated checks to validate data consistency from source systems through reporting layers, ensuring accuracy at every stage.
Cloud-Ready Testing Framework: Enhanced validation capabilities following the client's Tableau Cloud migration, ensuring seamless testing across cloud-based reporting environments.
Continuous Regression Testing: Established a scalable testing framework capable of supporting ongoing dashboard updates, releases, and enhancements across critical business reports.
IMPACT
