Case Stories

How we built an AI invoice pipeline to eliminate manual SAP data entry

See how a 150-person distribution company in CDMX cut invoice processing from 7 minutes to 12 seconds using n8n and GPT-4o.

KytoAI & Automation Firm
·
May 17, 2026

Key Takeaways

  • 1GPT-4o bypasses legacy OCR limits by reading unstructured LatAm invoices contextually.
  • 2A structured n8n extraction pipeline forces LLMs to output strict, ERP-ready JSON.
  • 3Automating data entry shifts your accounting team from manual typists to financial auditors.

Frequently Asked Questions

Can GPT-4o accurately extract line items from complex invoices?

Yes. Unlike traditional OCR that relies on fixed coordinates, GPT-4o reads the document contextually. It can accurately map line items, subtotals, and taxes even if the table format changes entirely between vendors.

Does this replace our accounting software?

No. The n8n pipeline sits between your email inbox and your ERP. It acts as an intelligent data parser, pushing the extracted JSON directly into your existing SAP or accounting system.

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Kyto

AI & Automation Firm

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