Architecture wins
20% cycle-time reduction
From a retrieval-augmented generation (RAG) proposal system in Python and LangChain, with support for 4-6 additional competitive bids annually; related work also includes an electronic health record (EHR)-integrated Medicare provider enrollment prototype that reduced enrollment time from hours to minutes.