medRxiv PreprintsInternational13 October 2026
Introducing Infrastructure as Code for deployment and governance of medical AI: A case study
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Clinical AI deployment rarely reaches the bedside because both workstation integration and governed backend provisioning are challenging. We introduce a workflow that allows rapid and governed access to AI functionalities through a browser interface or API, enabling privacy-compliant data analysis. The complex setup for compliant healthcare applications such as a secure backend, private AI model endpoint, and managed identity configuration is encoded by itself, a concept known as Infrastructure as Code (IaC). IaC is a concept in which networks, access rights, and service endpoints are written
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