Real-time dental image verification with Amazon SageMaker AI at Henry Schein One

AWS Machine Learning · 6 days ago

Henry Schein One deployed Image Verify, an AI system built on Amazon SageMaker that evaluates dental X-ray quality in real time at the point of capture to reduce rejected insurance claims caused by poor image quality. The system reached over 10,000 active locations processing 1.5 million X-rays weekly with a median latency of 1.4 seconds and 0.01 percent error rate, achieved through GPU optimization and multi-region deployment. By catching low-quality images before patients leave, Image Verify reduces patient callbacks, improves claim acceptance, and eliminates costly retakes.