Forty rare disease cases received new diagnoses through OpenAI technology at Boston Children’s Hospital. The system reduces operational burdens while surfacing clinical patterns missed by human review. This deployment proves that LLMs can accelerate diagnostic timelines for complex pediatric cases. Practitioners can now identify elusive conditions faster using targeted AI synthesis.