Extract invoice data from Gmail PDFs to Google Sheets with human review

This workflow processes invoices (PDFs and images) using Cradl AI’s all-in-one document processing capabilities, including LLM-powered data extraction, validation, human-in-the-loop review, and RAG-powered learning to improve accuracy over time — all within a single node.

💡 What problem does this workflow solve? Data extraction workflows often break in production due to hallucinations, lack of validation and error handling, and the difficulty of learning from past errors. This workflow shows how to solve this using Cradl AI as a single node that handles the entire document data extraction pipeline.

👥 Who It's For

n8n users looking for a production-ready invoice data extraction pipeline.

✅ Benefits

All-in-one node for document processing (extraction, validation, and error handling) Automatic learning — every human-reviewed invoice improves the model over time Built-in human-in-the-loop review for uncertain predictions Anti-hallucination and confidence checks to improve data reliability Automatic error handling and retries Invite accounting team members as reviewers and notify them when input is needed

⚙️ Customization

The template is intentionally minimal — import and export tend to vary between setups. The following are easy to swap: