Google Cloud BlogSamuel Moss4 min readintermediate
How Orange uses agents to make FinOps everyone's responsibility
Summary
Orange created a FinOps Community of Practice and runs ‘Clean Days’—protected, gamified sessions that get engineers actively optimizing cloud spend. They then scale this culture with AI agents that surface cost data, suggest quick‑win fixes, and automate reporting, extending responsibility across thousands of engineers.
- FinOps Clean Days use protected time, leaderboards, and mentorship to turn cost optimization into a collaborative team activity.
- A Community of Practice with regular, actionable sessions builds shared responsibility and visibility for FinOps across stakeholders.
- AI agents address awareness, bandwidth, and complexity gaps by surfacing real‑time cost data, proposing ready‑to‑merge code changes, and automating reporting.
- Deploy agents gradually: start with read‑only advisory bots before moving to autonomous remediation to manage operational risk.
Engineering leaders and FinOps practitioners should care because the approach shows how to embed cost accountability into daily workflows and scale it with AI assistance.
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