Technical deep-dives, architecture insights, and industry perspectives from the DocuLexis team.
Compact OCR models now score 94%+ on benchmarks — surpassing models 100x their size. But recognition isn't understanding. Here's why enterprise document intelligence demands a full pipeline, not a better model.
Reasoning models fail at document parsing. More thinking tokens mean more hallucinated table cells, more structural errors, and higher costs — with zero accuracy gain. Here's why we took a different path.