← back to ideas

Secure Document AI Analyzer (RAG Optimizer)

8.2
ai profitable added: Sunday February 2026 06:16

A tool that improves the performance of Retrieval-Augmented Generation (RAG) systems, addressing the 'shredding' of documents issue referred to in the article. It preprocess and structures data far better than RAG pipelines.

280h
mvp estimate
8.2
viability grade
3
views

technology stack

Python Difficult PostgreSQL

inspired by

RAG systems don't understand documents – they shred them