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DTW 2026 - Latest AWS AI Innovations as of H1 2026 | AWS Events

AWS (re:Invent) · Sep 01, 2026 · Product Launches

AWS AI Factories bring full cloud AI stack including Bedrock on-premise to telco data centers.

“it's not only about GPUs and AWS AI chips, but we also bring services like AWS Bedrock and SageMaker into the customer premise”

AWS is extending its full AI stack—including Trainium chips, GPUs, Bedrock, and SageMaker—into customer on-premise environments via AWS AI Factories, with telco data centers as a primary target. Trainium 3 ultra servers, used internally to train AWS's own frontier models, are now available for customer large-scale training workloads. This signals AWS moving aggressively into hybrid/on-prem AI infrastructure rather than cloud-only deployments.

AWS AI infrastructure on-premise Trainium Bedrock telco AI factories

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