The client provides healthcare data and reporting solutions that depend on accurate, consistent information across multiple systems. Financial and operational reporting was generated using a combination of SQL databases, Excel models, and Power BI dashboards. Over time, discrepancies between systems began to undermine confidence in reported results.
Leadership relied heavily on these reports to guide decision-making, pricing strategies, and performance evaluation. As inconsistencies increased, so did uncertainty around which metrics could be trusted.
The challenge
Reports produced different results depending on the source system, and reconciliation processes were unclear or nonexistent. Reporting logic varied across tools, creating confusion and slowing decision-making. Without a consistent framework, leadership lacked confidence in both financial and operational metrics.
The organization needed to understand where breakdowns were occurring and how to restore consistency without disrupting ongoing operations.
Outlook's approach
Outlook conducted a comprehensive assessment of the reporting environment, tracing data flows from source systems through final dashboards. Discrepancies were identified and reconciled, and reporting logic was standardized to ensure consistent outputs across platforms.
In addition to resolving existing issues, Outlook introduced governance practices designed to prevent future inconsistencies. Reporting processes were documented, validation checkpoints were established, and ownership of key data elements was clearly defined.
