We tested Imajev-4B, an open-source Jev alternative, against a 27B LLM for document classification: 98% agreement on decided docs, and one telling failure.
Fixed-length chunking breaks enterprise RAG because it shreds the inherited structure that gives legal, regulatory, and code-based content its meaning.
Compare document scanning service costs (3–12¢/page), vendor criteria, and compliance requirements. 40+ years scanning 50M+ records annually.