Forty rare disease cases received new diagnoses using OpenAI technology at Boston Children’s Hospital. The system reduces operational burdens for clinicians while accelerating patient care. This deployment proves that LLMs can surface critical patterns in complex medical data. Practitioners can now automate the initial screening of rare genetic markers.