Why it matters
LLM FinOps shapes cost culture. Understanding shapes ops.
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The architecture
FinOps team + tools + processes.
Attribution + budgets + optimization + governance.
Regular reviews.
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How it works end to end
FinOps Foundation AI extension.
Tag every LLM call.
Cross-team reviews.
Cost + performance trade-offs.