Forty rare disease cases received new diagnoses after Boston Children’s Hospital integrated OpenAI technology into its clinical workflow. The system reduces operational burdens for medical staff while surfacing critical patterns in complex patient data. This deployment demonstrates how LLMs accelerate diagnostic discovery in specialized medicine. Practitioners can now identify elusive conditions faster.