AWS Machine Learning Blog
7/13/2026

Launching UI for generative AI inference recommendations in Amazon SageMaker AI
Short summary
AWS launched a low-code/no-code UI in SageMaker AI Studio for generative AI inference recommendations, complementing the existing programmatic API. The UI guides users through preset use-case profiles, visual benchmark comparisons, and one-click deployment, removing the need for deep infrastructure expertise. Teams can now get validated model configurations without manually interpreting raw benchmark output.
- •New LCNC UI in SageMaker AI Studio for gen-AI inference recommendations
- •Guides users through preset profiles, visual comparisons, and one-click deployment
- •Removes need for deep infrastructure expertise to get validated configurations
Generated with AI, which can make mistakes.
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