The Blueprint: Movix Bridges the Dental Skills Gap with Specialized Agentic AI

Demand for orthodontic appliances and crowns is surging, but a shortage of skilled dental technicians is causing numerous errors in the manufacturing process. In particular, errors in orthodontic appliance production result in a cost loss of about $300 per unit, becoming a major factor that worsens company profitability.

Movix built a specialized Agentic AI solution based on Google Cloud infrastructure to solve this problem. This solution automates the quality control (QC) process for dental device manufacturers, bridging the skills gap and streamlining workflows.

Key technical implementation details are as follows:

• Custom AI Models: Developed custom models for deep learning, computer vision, and 3D mesh analysis over 5 months
• Gemini Enterprise Agent Platform: After defect detection, naturally generates feedback to be delivered to customers as if written by a human technician
• High-Performance Computing: Uses Cloud Run and L4 GPUs to perform large-scale 3D segment scans and defect detection
• Scalability and Security: Utilizes Cloud Storage and Compute Engine to process large-scale datasets, with security optimized for compliance with medical data regulations