AI infrastructure now splits into three blocks — American, Chinese, European — each with a different price, legal exposure, and level of control. On-prem is returning because sovereignty has become a business requirement.
A guardrail is a privacy checkpoint that helps control what happens before data passes from one system to another.
OpenEvidence's EU and UK withdrawal shows why clinical AI in healthcare needs sovereignty, auditability, subprocessor control, and private on-premises or sovereign cloud architecture.
Healthcare automation must be architected around privacy, role-based access, auditability, interoperability, and human accountability from the start.
Deploying AI in healthcare is constrained by data residency and regulatory exposure — not model capability. Learn how combining on-premises GPU infrastructure with AWS European Sovereign Cloud (EUSC) satisfies GDPR requirements while enabling rapid, compliant AI deployment.
When AI decides and the human supervises, clinical accountability diminishes. A 400-participant study examines how system design shapes safety, traceability, and regulatory compliance in healthcare.
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