How OneAdvanced deployed over 50 AI agents on UK-sovereign AWS
Amazon Web Services Astrid Bowser, Alex Savage Nick Heap
OneAdvanced deployed a UK-sovereign AI setup on its own AWS accounts by self-hosting Llama 4 Maverick and Llama Guard 4 with a RAG pipeline, a tool layer, and more than 50 task-specific Strands agents on ECS/SageMaker. It built and shipped over 50 agents in only three weeks, starting from a two-week Bedrock prototype. As a result, customer data stays in the UK with model inputs screened by Llama Guard 4 before main inference, and users can retrieve from indexed documents with source references.
Why it matters
Learn how OneAdvanced, a UK enterprise software provider, built a UK-sovereign AI platform by self-hosting Llama 4 Maverick and Llama Guard 4 on Amazon SageMaker AI, with a RAG pipeline on pgvector and over 50 agents built with Strands Agents SDK on Amazon ECS.