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AWS Machine Learning Blog
AWS Machine Learning Blog
7/13/2026
Launching UI for generative AI inference recommendations in Amazon SageMaker AI

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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