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Case Study Category: Cloud Services

The Model That Worked in Testing and Failed in Production

aria-label="Four-stage pipeline diagram showing data pipeline, auto-train, validation, and blue/green deployment stages for a production ML system.

The Bill That Kept Growing

Before-and-after diagram showing unoptimized cloud spend, idle GPUs, and inference bottlenecks transformed by a FinOps and architecture redesign into cost savings

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