Features
Citation-ready extraction: what auditability actually requires in regulated document workflows
Extracting data correctly matters less than proving where it came from.
Elias Ford
Correspondent · · 7 min read
The Parse Layer
Features
Chunking is where most RAG pipelines quietly lose, and document structure should drive the splits
Document structure, not token limits, should determine where RAG pipelines split their chunks.
Rosa Reyes6 min read
Features
Why OCR accuracy benchmarks mislead, and what to measure on your own documents instead
Vendor OCR benchmarks test clean documents, not yours—measure accuracy on your actual files instead.
Lucia Haddad5 min read