This article outlines a high-level, repeatable strategy for saving money on the cloud. We developed this strategy as part of our cost-saving product, Pyrae Policy Engine, which regularly saves our customers 25%+ overall on their AWS bills. These methods can be applied repeatedly to any AWS service, or even to other cloud providers, based on the needs of your organization.