Real-time dental image verification with Amazon SageMaker AI at Henry Schein One
11 million X-rays processed. Henry Schein One just deployed real-time AI image verification across 10,000 dental locations—and it's scaling to 40,000.
Why it matters
Enterprise AI deployment at scale: a healthcare vertical player built and shipped a production ML system that went from concept to 10,000+ active locations in months, processing 1.5M images weekly. This is a real case study in moving AI from pilot to operational infrastructure.
The key facts
11 to know10,000+ active locations in production (months from concept)
11 million X-rays processed to date
1.5 million X-rays processed per week (growing)
Scaling to 40,000 locations globally across four regions
Built on Amazon SageMaker AI
Real-time quality verification at point of capture
Henry Schein One (healthcare vertical platform)
10,000+ active locations deployed within months
1.5 million X-rays processed per week (current velocity)
Scaling to 40,000 locations globally across 4 regions
Henry Schein One (healthcare IT platform)
Go to the source
AWS Machine Learning Blogaws.amazon.com
Publisher excerpt: This post describes how Henry Schein One closed that gap by building Image Verify, an AI-powered quality verification system on Amazon SageMaker AI that evaluates dental X-ray quality at the point of capture, in real time, across thousands of locations. The system went from concept to over 10,000…