Getting the data
into the accounting.

Before a single transaction can sit cleanly inside an accounting system, somebody has to get it there. Collect the source document. Pull out the numbers. Figure out what each line item actually is. Check that nothing’s missing. Format everything so the ledger will accept it. That preparation lay…

It’s 9:47 on a Monday morning. You’ve got 14 client statement PDFs stacked in your inbox, three are scanned crooked from a client’s ancient Brother printer, and your junior bookkeeper just pinged you asking which Chart of Accounts to use for the new restaurant client. You need softwa…

Yes, ChatGPT can extract transaction data from some bank statement PDFs and arrange it into a structured table. It can parse dates, descriptions, amounts, and running balances with reasonable accuracy on clean, digital documents. But there’s a gap between a ledger-shaped table and an accounting-…

It’s the 3rd of the month. Your inbox has 14 PDFs from 9 different clients. Three are scanned. One is sideways. Two are password-protected, and you won’t discover that until the upload fails silently at 2 PM. You already know what’s coming. Typing. Reformatting. Fixing columns in Exc…

Every bookkeeper knows the drain: a client emails twelve months of bank statements as PDFs, and somewhere between page 40 and page 300, an entire afternoon quietly disappears into a spreadsheet. The frustrating part is that none of that time is actually accounting. It’s transcription — copying…