Categories / Invoicing/Collections/Cash Flow

HN: two-member LLC replaces QuickBooks bookkeeper with Claude + CPA review

Two partners drop the monthly bookkeeper and categorize bank exports with Claude, then send a clean packet to their CPA — same close, less bookkeeping overhead.

CostFree (Claude + bank CSV) + CPA feesClaude Free works with uploaded CSVs. Official QuickBooks connector (US) can replace CSV for QBO users. You still want a CPA to review — that is the point of this story.
Businesssmall LLC with two partners (HN comment by riddlemethat)
Status✓ Setup guide
Added2026-10-14
SourceHacker News View original ↗
Task
bookkeeping without a human bookkeeper
Result
cancelled QuickBooks Advanced (~$3k/year saved); CPA said "the books look great"; bookkeeper role replaced, CPA kept in the loop. Reply in the same thread (onefiftymike): an AI-written local Python script maps bank CSV rows to GnuCash accounts from past categories, saving ~1 hour/week
Tools
  • Claude
  • bank CSV exports
  • CPA review; GnuCash + Python variant
Setup
  1. AI categorizes expenses from bank CSVs
  2. human CPA reviews the books
  3. owner stresses the CPA was not replaced. GnuCash variant: AI writes the script → clean CSV → owner reviews import → reconcile to bank
Step-by-step setup guide + copy-paste prompt

Why this way: HN comment describing a two-member LLC's workflow. We use Claude Projects + CSV (or the QuickBooks connector). Money movement stays human.

Prerequisites

  • Bank/credit-card CSV exports.
  • Free Claude account.
  • A CPA who will review (don't skip this).
  • Optional: QuickBooks Online + Claude QuickBooks connector (US).
  • Time: 30 minutes setup; 1–2 hours each month.

Step-by-step setup

Step 1. Claude Project "Books" → Instructions = the Copy-paste prompt (your chart of accounts).

Step 2. Monthly: download CSVs from each bank → upload to the project → "Categorize January."

Step 3. Review the table; fix anything marked [CHECK].

Step 4. Paste approved rows into QuickBooks/GnuCash (or ask the QuickBooks connector to draft expenses — you confirm).

Step 5. Export the P&L / categorization summary and send to your CPA.

What success looks like

Month-end categorization is a review, not a blank-sheet slog; CPA still signs off; bookkeeper hours drop.

Copy-paste prompt

You are my bookkeeping assistant for [LLC]. Chart of accounts: [PASTE]. Categorize each CSV row into an account; flag anything over $[THRESHOLD] or unclear as [CHECK]. Return a table: date | description | amount | account | notes. Never invent transactions. Summarize totals by account at the end.

Sources

Results as reported by the source; not independently verified. Community-sourced from public sites and attributed to the source platform. Original author? Ask us to correct or remove it. Read the disclaimer.

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