Atropos Health is working to close the evidence gap by making observational studies easily accessible for physicians. The company's Principal Data Scientist, Rebecca Hyde, has over ten years of experience in data science and public health. They have developed AutoSummary, an LLM-based prompting tool that produces summaries of these studies, which physicians can edit. To measure the performance of AutoSummary at scale, they are setting up a monitoring framework using LLM Observability. Hyde spoke about her experiences with Arize:Observe, where she learned more about LLMs and their use cases.