Why 80% of Enterprise Data Breaks RAG 📊

80 to 90% of all enterprise data is in unstructured format. We're talking about PDFs, Word documents, emails, meeting transcripts.

By and large, this can be very messy data.

With RAG systems, it's garbage in, garbage out. So it's crucial that you preprocess your data using techniques like OCR and metadata extraction to represent that data cleanly in your vector stores.

This is the difference between a clean proof of concept and the messy reality of a production RAG system.