Forty rare disease cases received new diagnoses through OpenAI technology at Boston Children’s Hospital. The system reduces operational burdens for clinicians while surfacing critical patterns in complex patient data. This deployment proves that LLMs can accelerate diagnostic timelines for orphan diseases. Practitioners can now identify elusive conditions faster than with manual review.