RAG for Top Law Firms

We built a legal-document intelligence platform for multidimensional contract blacklining and precedent matching. The core challenge was a many-to-many comparison problem across large sets of legal documents, so we used vector-based similarity methods and retrieval workflows to make it easier to locate relevant precedent, compare versions intelligently, and surface the differences that matter. We built it less like a keyword search box and more like retrieval infrastructure for serious legal work. That means structured search, precedent matching, and legal document intelligence for teams that need speed, nuance, and fewer late-night Ctrl+F rituals.