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FOCUS-aligned AI cost export
Normalize cloud + LLM spend into a FOCUS-style cost dataset for showback and anomaly alerts.
TrialFinOpsNew
- Why this ring
- CFOs reject bespoke CSV dumps. Trial a warehouse model that joins GPU, API tokens, and tags.
- Production risk if ignored
- Finance cannot allocate AI spend - budgets get cut bluntly across all teams.
- Typical effort
- weeks
- High FinOps impact
Use cases
- CFO showback
- Anomaly alerts
- Unit economics per feature
Adoption steps
- Define cost dimensions (team, model, env)
- Export gateway + cloud bills weekly
- Join on tags
- Alert on 20%+ week-over-week spikes
Related tools
In your assessment
Cost data model completeness + tag coverage