Every month the owner exported bank transactions, manually cleaned and reformatted them, then imported into QuickBooks Online. The work was tedious, error-prone, and grew with the business.
Outcome
Fully automated monthly prep that was previously all manual
Outcome
Versioned rules instead of tribal knowledge
Outcome
Exception-driven review replaces line-by-line cleanup
The Challenge
QuickBooks Online's bank feed did not fit how this owner categorized transactions, so they had been manually cleaning exports for years. The rules were stable and well understood. They just lived in the owner's head.
Hiring a bookkeeper would solve the time problem and introduce a different one: training someone on rules that had never been written down.
The Solution
Capture the rules before automating them
- Worked with the owner to document categorization rules and edge cases in plain language
- Reviewed historical exports to validate the rules behaved correctly against real data
Build a pipeline the owner can trust
- Automated end-to-end flow from bank export to QBO-ready import file
- Categorization logic encoded as code, so the rules are versioned instead of memorized
- Exception handling that flags unusual transactions for owner review rather than silently miscategorizing
The Results
Monthly bookkeeping prep moved from fully manual to fully automated. The owner reviews a short exception list instead of cleaning every line.
Because the rules are written down, the work no longer depends on one person remembering them. A future bookkeeper can pick it up from documentation.
Services Used
Engagement details anonymized at the client's request.