Clinical enterprises are undergoing a fundamental transformation in how they deploy, orchestrate and manage artificial intelligence workloads. The rapid integration of high-performance models into core workflows, ranging from real-time diagnostic imaging to predictive patient risk modelling and automated clinical documentation, has exposed the limits of traditional public cloud architectures. In response, healthcare systems are increasingly adopting sovereign artificial intel