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Building an AI platform on Amazon EKS has become a practical and scalable approach for organizations that want full control over their machine learning lifecycle without locking into a monolithic managed service. As teams move from experimentation to production, they need a platform that supports iterative development, distributed training, governed model management, and high-performance inference. This article provides an end-to-end view of how open-source tools can be composed on Amazon EKS to form a production-grade AI platform that scales with both technical and organizational complexity.

December 23, 2025

Building a Scalable Production-Grade AI Platform on Amazon EKS

AI PlatformAmazonAmazon EKS

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