Automated Finance Reporting

Challenge

Recurring financial reporting relied heavily on manual processes. That created delay, inconsistency, and unnecessary effort for reports that followed clear, repeatable rules.

Approach

I built pipelines and reporting workflows that took recurring finance and revenue reports off manual spreadsheet assembly.

Architecture

• Source systems and finance data consolidated in the warehouse
• SQL and Python transformations standardized recurring report logic
• Automated refresh and delivery reduced handoffs
• BI surfaces made the same numbers available without spreadsheet reconstruction

Implementation

• Mapped the recurring report inventory and identified high-effort, rule-based work
• Encoded report logic in pipelines instead of one-off workbook steps
• Improved consistency by making the same transformations the source of truth
• Gave finance and revenue teams faster access to business-critical information

Result

• Reduced recurring manual reporting effort by more than 90%
• Improved consistency across finance and revenue reporting
• Faster access to business-critical information