Uruguay’s National Tax Authority needed to evolve from being a large-scale data collector into a truly analytics-driven organization. 

Tax data originated from multiple systems, with significant monthly volumes, continuous growth, and high volatility. Reporting requests were handled individually across operational systems, leading to duplicated efforts, fragmented views of information, and heavy reliance on IT teams. 

This environment limited the agency’s ability to segment taxpayers, identify risk profiles, prioritize audit plans, measure the fiscal impact of regulatory changes, and generate reliable statistics for executive decision-making across Revenue, Audit, Planning, Internal Control, and Economic Advisory units. 

A corporate analytics platform was implemented to consolidate tax information into a single, governed data repository, automating extraction, transformation, and data integration processes.

The solution incorporated metadata management, formal data quality rules, and multidimensional analytical models. It enabled the development of executive dashboards, analytical cubes, and standardized reporting within a unified platform.

As a result, the agency gained consistent managerial and operational insights to support key processes. The platform significantly reduced the operational impact on transactional systems while expanding analytical autonomy across all decision-making levels.