Filling the gaps in dental skills with specialized agentic AI

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Welcome to The Blueprint, a regular feature where we highlight how Google Cloud customers are tackling unique and common challenges across industries using the latest AI and cloud technologies. We hope to inspire others looking to innovate in their work.

The demand for dental appliances, like crowns and aligners, is booming, but it’s hard for manufacturers to keep up. At Movix, we’re building one of the first agentic AI solutions for dental appliance manufacturers and dental labs to help companies in the sector acquire digital technical expertise so they can scale clinical workflows cost-effectively and consistently.

The challenge:

Movix started in 2025 with a mission to solve a serious shortage of skilled dental technicians in aligner manufacturing through AI and agentic workflows. The need is significant: the global dental market is valued at nearly $400 billion and growing at double digits, yet many operations remain analog - creating enormous...

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