Forty rare disease cases received new diagnoses through OpenAI technology at Boston Children’s Hospital. The system reduces operational burdens while surfacing critical clinical patterns. This application demonstrates how LLMs accelerate diagnostic discovery for complex pediatric cases. Practitioners can now identify elusive conditions faster than through traditional manual chart reviews.