Table Of Contents What was happening The impact Approach Implementation Technical stack Business impact What did not change Key takeaway Final note In one of our recent projects, reporting cycles weren’t measured in minutes or hours. They were measured in weeks. Data existed across multiple systems. Teams were working with it daily. But getting a consolidated, reliable view across finance and operations still took 10–14 days. Not because the data was inherently complex. Because it was distributed across systems without a unified data layer. What was happening The organization used: SAP S/4HANA SAP FSM SharePoint other operational sources Each system functioned independently, but there was no centralized layer for consistent data integration. A typical reporting cycle involved: Extracting data from multiple systems Aligning formats and structures manually Reconciling inconsistencies Reapplying business logic for each reporting cycle These steps were repeated for every reporting requirement.…