Orient Software

Swapping LLMs barely moved Orient Software's document extraction quality

Son Nguyen says his team ran the same prompt and the same use case through different models, found the difference surprisingly small, and rebuilt the preprocessing, context and validation around the model instead. He calls that surrounding system the agent harness.