Henry Schein One Verifies Dental X-rays in Real-time with SageMaker AI

Troy Miller· July 10, 2026 View original

▶ The 2-minute explainer

Summary

Henry Schein One developed Image Verify, an AI-powered system on Amazon SageMaker, to assess dental X-ray quality at the point of capture across thousands of locations. This system processed over 11 million X-rays within months and is scaling globally.

Henry Schein One has successfully deployed an AI-driven quality verification system called Image Verify, built on Amazon SageMaker. This innovative solution addresses the critical need for real-time assessment of dental X-ray quality directly at the point of capture. The system has seen rapid adoption, expanding to over 10,000 active locations in just a few months. It has already processed more than 11 million X-rays, with processing rates continuing to climb significantly. The company plans further global expansion to 40,000 locations across four regions, demonstrating the scalability and impact of their AI initiative.

Why it matters

This case study showcases how AI can deliver immediate, tangible business value by improving quality control and operational efficiency in a specialized industry.

How to implement this in your domain

  1. 1Identify a critical quality control gap in existing workflows.
  2. 2Evaluate AI platforms like Amazon SageMaker for real-time processing capabilities.
  3. 3Design and develop an AI model for image verification or similar quality checks.
  4. 4Implement a scalable deployment strategy for the AI solution across multiple locations.
  5. 5Monitor system performance and plan for continuous scaling and improvement.

Who benefits

HealthcareDentalMedical DevicesSoftware Development

Key takeaways

  • AI can significantly improve real-time quality verification in specialized fields.
  • Amazon SageMaker enables rapid development and scaling of AI solutions.
  • Point-of-capture AI feedback enhances operational efficiency and reduces errors.
  • Successful AI deployments can achieve widespread adoption and substantial processing volumes quickly.

Original post by Troy Miller

"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 conce…"

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