Forty rare disease cases received new diagnoses after Boston Children’s Hospital deployed OpenAI technology. The system reduces operational burdens for clinicians while surfacing critical patterns in complex patient data. This application demonstrates a concrete shift from general LLM use to high-stakes clinical diagnostic support for rare pediatric conditions.