Modern healthcare runs on data. Sprawling electronic health record (EHR) databases, streaming device feeds, clinical notes dictated at the bedside, diagnostic images, and thousands of billing and quality reporting codes form the backbone of care delivery. Both care teams and administrators want to put this mountain of information to work using large language model (LLM) technology. The goal is to summarize thick chart packets in seconds, flag high-risk medication combinations before they cause adverse events, or draft a discharge summary while the physician is still with the patient.