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How It Works
The FinOps Framework describes three phases: Inform, Optimize, and Operate. The Operate phase comes last and is where decisions made in the earlier phases get put into action. Teams activate the optimizations they identified, such as purchasing commitment-based discounts, enforcing tagging policies, setting budget alerts, and automating resource right-sizing. The Operate phase is not a one-time step. It runs as a continuous loop, feeding new spending data back into the Inform phase so that the cycle repeats and improves over time. Across AWS, Azure, and GCP, the specific mechanisms differ, but the governing logic is the same: measure, act, and iterate.
Why It Matters for Cloud Cost
Cloud costs do not optimize themselves. Without an active Operate phase, engineering teams generate cost insights that never become action, and finance teams review reports without a clear path to change behavior. The Operate phase closes that gap. It assigns ownership over cost decisions, creates repeatable processes for purchasing and adjusting commitments, and builds accountability through governance policies. Organizations that skip this phase tend to accumulate waste as cloud usage grows, because the tooling to identify inefficiency outpaces the process to fix it. A mature Operate phase turns cost visibility into measurable savings.
Usage AI’s Autopilot mode operationalizes the commitment purchasing layer of the Operate phase directly, purchasing and refreshing Savings Plans, Reserved Instances, and Committed Use Discounts on a daily cycle across AWS, GCP, and Azure without requiring human approval.