Over 50 AI agents now run on OneAdvanced's UK-sovereign AWS architecture. To maintain strict data residency, the company self-hosted Llama 4 Maverick and Llama Guard 4 via Amazon SageMaker AI. This bypasses the lack of managed service availability in the UK region. It provides a blueprint for sovereign enterprise LLM deployment.