Forty rare disease cases received new diagnoses after Boston Children’s Hospital integrated OpenAI technology into its clinical workflows. The system reduces operational burdens for medical staff while surfacing critical patterns in complex patient data. This deployment proves that LLMs can accelerate diagnostic timelines for the most elusive pediatric conditions.