Amazon SageMaker Pipelines

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AI Model Development & MLOps

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Figma trains AI Search models in 5 months using Amazon SageMaker AI

Design platform Figma built its AI infrastructure on Amazon SageMaker AI, using Amazon EMR with Apache Spark to process billions of design elements and the custom FigmaStep framework on SageMaker Pipelines to orchestrate training. Figma trained and deployed the models behind its AI Search feature within five months, launching it at Config 2024, and ran more than 10,000 SageMaker AI training jobs in 2025 to support features including the AI prompt-to-app tool Figma Make.

FigmaAmazon SageMaker AI · Amazon SageMaker Model Training · Amazon SageMaker Pipelines +4