Machine Learning at the service of medical imaging
Revolutionizing dental radiology with cutting-edge AI
WeDiagnostix is a company specializing in AI-assisted dental radiology. Their technology is based on deep learning algorithms capable of analyzing dental X-rays in real-time to provide accurate and fast diagnoses.
The challenge: an infrastructure suited for AI and healthcare
WeDiagnostix, a leader in AI-driven dental radiology, trains its models in-house, but inferences generate significant consumption. The challenge: deploy these models to the cloud seamlessly while ensuring scalability and protection of sensitive data. OpsVox designed an automated architecture on the sovereign host Outscale's IaaS (Infrastructure-as-a-Service) cloud, also certified SecNumCloud 3.2, combining efficiency and security to boost healthcare innovation.
The intervention: OpsVox's key role
Deployment automation
Thanks to a customized architecture, WeDiagnostix teams (developers and data scientists) can deploy complete environments with just a few clicks. This frees up time to perfect their AI algorithms without getting lost in complex configurations.
Data security
Protecting sensitive data is a top priority. The solution integrates robust encryption, strict environment isolation, and complies with security standards in line with the host Outscale, providing a secure framework for patient information.
Optimized GPU power
Dedicated GPU clusters with adjustable allocation provide the necessary power to process deep learning models in real-time. This flexibility ensures high performance while controlling costs.
Simplified CI/CD
A continuous integration and deployment (CI/CD) pipeline automates testing and production releases. This accelerates development cycles and ensures reliable deliveries for both code and AI models.
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