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Mission complete Case study · Ledgerline

Cutting manual data entry by 92%

AI document extraction and reconciliation workflows for an accounting firm serving 600 small businesses.

Industry
Finance
Service
Workflow Automation
Timeline
7 weeks
Stack
n8n, OpenAI, Xero, QuickBooks, Google Drive

Docs processed by hand / mo

380

4,800

-92%

  • Docs processed by hand / mo 4,800 380

Month-end close

4 days

12 days

-67%

  • Month-end close 12 days 4 days

Client onboarding

3 days

9 days

-67%

  • Client onboarding 9 days 3 days

The challenge

Ledgerline’s accountants spent a third of their week chasing documents and re-typing figures from invoices, receipts and bank statements.

What we built

  • Automated document requests and reminders with a secure client upload portal.
  • Built AI extraction for invoices, receipts and statements with confidence scoring and human review for exceptions.
  • Synced verified data to Xero and QuickBooks, with every action logged for audit.

The results

Manual entry fell by 92%, month-end close shrank from twelve days to four, and the firm took on 140 new clients without adding headcount.

“We grew by a quarter this year without hiring. That simply would not have been possible before.”
Marcus LevinPartner, Ledgerline

Cleared for takeoff

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