Case Study: a global enterprise automating month-end finance reporting improves finance close validation with QEagle

Global Enterprise Automating Month-end Finance Reporting reduces testing effort by 45% with QEagle

A global enterprise automating its month-end finance reporting faced significant challenges with its data pipeline. Small mapping errors were causing delays in the financial close and reconciliation processes, while ETL jobs were failing silently or producing incomplete outputs. The finance teams at this organization lacked transparent evidence by entity and account, making it difficult to trace issues across pipeline stages. QEagle was engaged to address these critical issues.

QEagle implemented a comprehensive solution featuring automated checks across each ETL stage for journals, mappings, and conversions. They built close-period dashboards, validated transformation rules, and created test-data packs for various scenarios. This integration into CI/CD and orchestration tools enabled faster changes and provided greater confidence in the data. As a result, QEagle helped the enterprise achieve an estimated 35% improvement in cycle time, reduce defects by 20%, and cut primary testing effort by approximately 45%, leading to faster reconciliation and fewer surprises during the close cycle.