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LedgerPilot: AI Bank Transaction Categorizer & P&L

LedgerPilot: AI Bank Transaction Categorizer & P&L ships as a ready-to-import n8n automation package: load the bundled workflow JSON, connect the credentials listed on this page, and activate it on self-hosted n8n or n8n Cloud.

Stop hand-sorting bank exports — paste rows into a Google Sheet and AI files each one into your chart of accounts daily, flags low-confidence rows for review, and emails a monthly P&L.

  • Categorize every new bank transaction automatically with AI into your own chart of accounts
  • Flag low-confidence matches for review instead of silently guessing, so you stay in control
  • Email you a monthly P&L with income, spend by category, net, and the biggest movers vs last month
  • Work from the Google Sheet you already paste bank exports into — no new software to learn
  • Never reprocess a row: once categorized, transactions are skipped on every future run
  • Keep AI costs predictable with a configurable per-run batch cap and one batched call per day
OpenAIGoogle SheetsSMTP
n8n / workflow / ai-bank-transaction-categorizerActual workflow — not a mockup
Daily Run — Schedule TriggerDaily RunSCHEDULE TRIGGERConfig — SetConfigSETFetch Transactions — Google SheetsFetch TransactionsGOOGLE SHEETSSelect Uncategorized — CodeSelect Uncategoriz…CODEHas New Rows? — IFHas New Rows?IFCategorize with AI — OpenAICategorize with AIOPENAIMerge & Flag — CodeMerge & FlagCODEUpdate Sheet Rows — Google SheetsUpdate Sheet RowsGOOGLE SHEETSReport Day? — IFReport Day?IFBuild Monthly P&L — CodeBuild Monthly P&LCODEEmail Monthly P&L — Send EmailEmail Monthly P&LSEND EMAILRecord Report Sent — CodeRecord Report SentCODE
12 nodes · 11 connections · 1 trigger · 2 in-canvas notesExported from the workflow file you receive — scroll sideways to follow the full path.
One-time
$17
~10 min
setup time

Setup Serviceoptional live install and test. Choose your tier at checkout (not tied to this template's price).

Instant download after payment
Refund as per the Refund Policy for downloadable templates.
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Lifetime updates

APIs required
OpenAIGoogle SheetsSMTP
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How it works

Workflow summary

One workflow handles everything end-to-end.

  1. 1Runs every morning on a schedule in your timezone
  2. 2Reads the Transactions sheet where your bank-export rows land
  3. 3Picks out rows that have no category yet, up to a configurable batch size
  4. 4AI files each transaction into your chart of accounts with a confidence score
  5. 5Writes category, confidence, and status back to the sheet, flagging low-confidence rows for your review
  6. 6On your chosen day each month, builds a P&L for the previous month with income, spend by category, net, and biggest movers
  7. 7Emails the P&L report straight to your inbox
Deliverables

What's included with your purchase

Every checkout includes the same practical package so you are never hunting for missing files mid-setup.

  • 01Workflow JSON exports ready to import into your n8n workspace (self-hosted or n8n Cloud).
  • 02Step-by-step guide that walks credential creation, node-by-node checks, and activation.
  • 03Credential checklist for OpenAI, Google Sheets, SMTP. Email support@n8ntemplatestore.com if you get stuck — replies within 24 hours (SLA).
  • 04Perpetual (lifetime) use license Your one-time purchase includes an ongoing right to use this template package on n8n instances you control for your own automation — not for resale or public redistribution of the files as a product. Terms & conditions.
  • 05We keep the copyright Workflow JSON, guides, screenshots, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.

Need a second opinion before buying? Compare the full catalog, browse more Finance templates, see how n8n compares to Zapier and Make, or read the support policies.

Setup

Three steps to a running n8n automation

01

Import the workflow into n8n

02

Paste your API keys into the credentials panel

03

Press ‘activate’ — you’ll get your first report tomorrow morning

Support

Need help setting up this n8n template?

Beginner-friendly guidance is included. Our support team will help you if you get stuck — email support@n8ntemplatestore.com or visit support.

Email support
Replies within 24 hours (SLA)
Contact
Setup Service4 tiers — your choice
Optional live session — we install, configure, and test on a screen share. Add Setup Serviceat checkout and pick any tier; pricing is not tied to this template's list price.
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FAQ

About this template

How long does it take to set up LedgerPilot: AI Bank Transaction Categorizer & P&L?
Most people finish in minutes following the guide. If you’ve never used n8n before, budget an hour — the first workflow is always the slowest.
What if I get stuck?
Email support@n8ntemplatestore.com. Free basic support is included with every purchase, and you’ll get a reply from our team within 24 hours. If setup needs more than email, we can schedule a call.
Do I need to pay for OpenAI?
API costs are separate and go directly to the provider — typically a few dollars a month at most for a solo business. Full breakdown is in the setup guide.
Can I customize the workflow?
Yes, completely. You own the .json — edit nodes, swap in your own prompts, re-wire the logic. Our support team can help you plan customizations over email.
What if it doesn’t work for me?
Refunds are issued only as described in our Refund Policy (https://n8ntemplatestore.com/refund-policy). Or add Setup Service at checkout for a live install and test session — pick any tier you prefer.