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 doctors while surfacing critical patterns in complex patient data. This application demonstrates how LLMs accelerate diagnostic speed for rare conditions that typically evade standard medical screening.