This playbook offers AWS cost optimization strategies—like right-sizing, serverless adoption, and AI inference control—to reduce cloud and AI expenses without slowing product delivery, featuring quick wins, decision frameworks, and key metrics.

This playbook guides managing AI GPU costs on AWS by leveraging cost-efficient instances, spot instances, right-sizing, autoscaling, and AWS tools to optimize spending and align technical choices with business value.