A finance team moved away from their sprawling Excel workbooks, achieving a faster, more accurate monthly close process.
The Old Way
We recently worked with a finance team buried under monthly close procedures. Their entire process, from accruals to reconciliations, lived in a series of interconnected Excel files. Many of us have seen this before.
Every month involved juggling dozens of spreadsheets. One large file handled revenue recognition. Another tracked deferred expenses. A third consolidated everything.
Errors were common. A broken formula, an overwritten cell, or a copy-paste mistake could ripple through the entire set of workbooks. Finding and fixing these errors ate up days.
The team leader estimated they spent 60% of their close cycle on data validation and error correction alone. That's three out of five working days dedicated to finding what went wrong.
The Shift
Our approach was not to automate everything overnight. Instead, we focused on the highest-risk, most time-consuming components first.
- We built a small data pipeline to pull transactional data directly from their ERP.
- We designed automated reconciliation scripts for common accounts.
- We established a single, auditable source for key financial metrics.
This meant the team no longer manually copied figures or built complex VLOOKUPs across files. The data arrived clean and structured.
The Outcome
The first close using the new system was not perfect. There were kinks to iron out, as there always are. But the difference was immediate.
The team cut their close cycle from five business days down to three. That's a 40% reduction in time spent on repetitive tasks.
Accuracy improved significantly. They caught fewer manual errors because there were fewer manual steps.
Less stress. The finance director reported a noticeable decrease in late nights and weekend work. The team spent more time analyzing results and less time troubleshooting.
This wasn't about fancy AI or a multi-million dollar software suite. It was about applying clear processes and targeted tools to a known problem. Excel has its place, but it shouldn't be the core of a modern finance operation.
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