Governance Guide
AI Cost Attribution Framework for Enterprise AI Teams
Enterprise AI costs often lack owner accountability. This framework defines attribution rules, budget ownership, and escalation thresholds for multi-team AI spend governance.
Direct answer
Enterprise AI costs often lack owner accountability. This framework defines attribution rules, budget ownership, and escalation thresholds for multi-team AI spend governance.
Fast path
- Map AI usage to teams, projects, and cost categories with explicit ownership.
- Define budget allocation rules and default alert thresholds by business unit.
- Set escalation triggers for critical budget breaches and runaway cost trends.
Guide toolkit
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Implementation Steps
- Map AI usage to teams, projects, and cost categories with explicit ownership.
- Define budget allocation rules and default alert thresholds by business unit.
- Set escalation triggers for critical budget breaches and runaway cost trends.
- Review attribution accuracy monthly and adjust routing to optimize spend.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion