"At ClaimWise, we work with complex patents and scientific articles. Our customers operate at the intersection of science and legal, so naturally they have high standards for accuracy and precision. Meeting the retrieval quality expectations of our user audience has always been one of our main technical challenges. After integrating Contextual AI’s reranker into our RAG pipeline, we noticed a significant difference in the quality of the outputs. Our Patent Attorney agent is now frequently surfacing the most relevant paragraph set from hundreds of pages of scientific literature, which is key to building meaningful legal arguments.”