US EditionAWS AI Factories: AI-in-a-Box for Enterprise Datacenters
AWS AI Factories enable on-premises AI with Nvidia GPUs, addressing data sovereignty by keeping sensitive data inside corporate and government data centers, AWS said.
- Amazon/AWS unveiled AI Factories at re:Invent Tuesday, a collaboration with Nvidia to install and manage AWS AI infrastructure inside enterprises' and governments' own data centers.
- Customer demand for on-prem control prompted the launch as AWS designed AI Factories to address data sovereignty and prevent sharing sensitive data with external model makers or hardware.
- The system pairs Trainium3 or Nvidia GPUs with a petabit‑scale network and offers Amazon FSx for Lustre plus Amazon S3 Express One Zone storage while customers tap Amazon Bedrock and AWS SageMaker for model building and management.
- Customers will hand over space and power while AWS installs and manages the equipment, and Amazon did not disclose pricing; AWS cited the Kingdom of Saudi Arabia AI Zone with 150,000 AI chips.
- Industry context shows heavy competition from other Nvidia-backed on-prem offerings, with Dell, Lenovo, and HPE reporting strong sales, while analyst firms Forrester and Gartner warn AI spending is tightening and chip shortages persist.
20 Articles
20 Articles
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Amazon challenges competitors with on-premises Nvidia ‘AI Factories’
Amazon announced a new product Tuesday called “AI Factories” that allows big corporations and governments to run its AI systems in their own data centers. Or as AWS puts it: Customers supply the power and the data center, and AWS plunks in the AI system, manages it, and can tie it into other AWS cloud services. The idea is to cater to companies and governments concerned with data sovereignty, or absolute control over their data so it can’t wind …
AWS AI Factories could dash Telco's sovereign AI dreams
New on-premises managed service targets data residency needs, challenging telecommunications providers In sum – what we know: AWS AI factories – A new managed service allowing enterprises and governments to deploy AWS-managed AI infrastructure (Trainium or NVIDIA) within their own data centers. Sovereign AI push – The product explicitly targets the “sovereign AI” market, ensuring data remains […]
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