This talk summarizes current trends and use cases that apply state-of-the-art natural language processing in healthcare systems, pharmaceuticals, and health IT companies. It covers unlocking use cases that become possible with current large language models, enabling medical domain experts to train & tune models in a co-code environment, and testing NLP models across aspects of Responsible AI in preparation for regulatory oversight. In this talk, David also shares free and open-source tools you can use today in these three areas.