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Tag Governance at Scale: How to Build a Cloud Tagging Strategy That Actually Sticks
How-ToDevOps

Tag Governance at Scale: How to Build a Cloud Tagging Strategy That Actually Sticks

via Dev.toMuskan3h ago

Tag Governance at Scale: How to Build a Cloud Tagging Strategy That Actually Sticks The $231 Billion Visibility Problem Global cloud spending hit $723 billion in 2025. Organizations wasted 32% of it. That number has barely moved in six years: 30% in 2019, 32% in 2021, 27% in 2025. Despite better tooling, better awareness, and more FinOps practitioners than ever, the waste rate is essentially flat. Year Cloud Waste Rate (Flexera) 2019 30% 2020 30% 2021 32% 2022 28% 2023 28% 2024 27% 2025 27% This isn't a tooling problem. It's a visibility problem. When more than 20% of cloud spend lacks tags, cost identification breaks down because you can't attribute charges to teams, workloads, or products. You see a line item in a billing report, but no owner, no environment, no business context. You can't optimize what you can't identify. The Drift case is instructive. Their DevOps team built manual tagging processes on AWS to track spend. It wasn't enough. Costs from machine learning features were

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