A leading financial services firm in the US relied on an application to generate retirement readiness scores for participants. This data fueled reports for clients and leadership, facilitating informed decision-making. However, the application sourced data from disparate sources, making it difficult to consolidate and analyze data effectively. Additionally, with the need to generate Tableau and SAP Crystal reports, the application required enhancements to cater to the evolving reporting and analytics demands.