"The statement comes in as a PDF. It leaves as a spreadsheet ready to reconcile."
A solution that takes your banks' PDF statements and automatically converts them into spreadsheets ready to reconcile, post, or load into your ERP. No manual copying, no row-by-row tweaking, no transcription errors.
If your accounting firm, SME, or admin team spends its time opening PDFs and copying transactions by hand — or typing them into the accounting system — you already know the cost. It's not just time: it's exhausted attention, transcription errors, and the inability to close the month on time.
"PDFs aren't tables: they're text extracted from a visual layout."
Pasting the content into Excel gives a mess. "Convert PDF to Excel" works 60% of the time. The other 40% gets tweaked row by row.
A workflow built in Make.com that combines three tools: PDF.co extracts the text, Gemini interprets it with a per-bank prompt, and Google Sheets receives the structured data. PDF goes in one end, spreadsheet comes out the other.
gemini-2.5-pro receives the text and, guided by a prompt tuned for that bank, returns a structured JSON with each transaction as an object.1.250,50 → 1250.50), date format, mandatory JSON columns, what parts of the PDF to ignore. This separates a solution that works sometimes from one that works every month.1.250,50) breaks any naive import. The prompt resolves it before returning JSON: clean numbers, correct sign, ready for formulas.Adding a new bank doesn't mean rebuilding: it's writing the specific prompt and cloning the base scenario. Takes 2–4 hours depending on statement format.
01/10/25. The prompt expands to full year.02-02), inferred from the header. Handles long statements.Not a new system your team has to learn. It's a layer on top of what you already use: your PDFs keep arriving as they do today, your spreadsheet is still Google Sheets, your ERP is none the wiser. The only change is that the middle step — currently done by a person — is now done by an automatic flow.
Make.com orchestrates the scenarios without you having to maintain code or servers. PDF.co handles text extraction with usage-based pricing. Gemini does the cognitive work of interpreting variable layouts. If tomorrow you want to modify a prompt or add a bank, everything is visible and editable.
If you have multiple bank accounts, manual transaction loading, and monthly headaches, book a call. The first conversation is to understand your volume and send you a concrete quote.