Portfolio / RAG Document Automation
RAG Document Automation
Drafts a structured document from your own files and live data, then hands it to a person for sign-off.
5× faster · 95% output alignment
The problem
Each document meant pulling information from several places by hand and then writing it up. It took 2 to 4 hours a time, and the results varied from one writer to the next.
What I built
I built a pipeline that finds the relevant passages in the team’s own files, adds the latest figures from the database, and writes a structured draft for a person to check. It runs in n8n, with Supabase for the search and BigQuery for the live data.
Results
Built with
Diagram
What you see here
The demo runs on made-up sample data. Real records, internal methods and anything confidential are left out.
Want something like this?
Tell me about the process you want off your plate. The brief takes about three minutes, and the project is priced before I start.
Start a Brief