We Built an n8n Invoice Processing System With AI Agents (OCR + RAG + Dashboards)

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Countless YouTube videos will show you a flashy demo of an AI extracting data from a perfect, typed PDF invoice. But what happens when you apply that same 'solution' to a REAL business with messy, handwritten receipts and a need for 100% accurate financial reporting across thousands of records? The system breaks, and the numbers are flat-out wrong.

This video is a real-world case study of how we built a production-ready invoice automation system for a client. I expose the critical flaw in 99% of AI data agents—the "data chunking" error that leads to disastrously inaccurate answers—and show you the exact architecture needed to solve it.

I also break down why a proper SQL database is the only way to handle serious financial data and reveal our n8n workflow for building an AI agent that writes its own SQL queries to guarantee perfect accuracy. This is the difference between a cool demo and a mission-critical business system.

📧 Email: [email protected]
👤 LinkedIn:   / rob-nool-b230431a0  
🌐 Website: https://www.windgrowth.com/

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