Case Studies

Work that
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Real engagements. Real results. Every client situation is different — but the approach is always the same: understand first, then build something that lasts.

Case Study
Accounting & Bookkeeping
SizeSmall firm, local market
ServiceProcess Automation & Optimization
ArchetypeThe Optimizer
TimelineSingle engagement
Automated Monthly Reconciliation: Hours Reduced to Minutes

A local bookkeeping and accounting firm was spending hours every month manually processing commission calculations for a client. The work was repetitive, complex, and kept their most experienced accountant tied up in data tasks — leaving less time for the strategic financial analysis where she delivers the most value.

  • Exporting data manually from multiple payment platforms each month
  • Filtering hundreds of rows across complex, inconsistent criteria
  • Cross-referencing transactions between systems to match and extract fees
  • Consolidating everything into a master workbook for final commission calculations

We developed an automated workflow that consolidates data from multiple platforms with a single prompt, applies consistent filtering logic, automatically matches transactions across systems, calculates totals, and links them directly to the final calculation worksheet. A built-in verification step confirms data accuracy before the output is used.

Hours
→ Minutes. Significant reduction in monthly processing time.
100%
Repeatable. Any team member can run the process from documentation.
Built-in
QA. Verification step catches data issues before they reach the output.
More
Strategic time. Accountant freed to focus on higher-value client work.
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