TIER 01Attribution● LIVETIER 02Governance● LIVETIER 04Quality● LIVETIER 05ROI● LIVETIER 06Opportunities● LIVETIER 08Findings● LIVE
Attribution IntelligenceAI spend attributed by user · department · purpose
Token Volume
Total AI Spend
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1H
Tagged Spend
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Untagged Spend
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Active Users
—users
Active Departments
—of 4
Coverage Gap · Anthropic

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Spend by Department
No tagged events yet.
Spend by Model
No model data yet.
Top Users by Spend
No tagged events yet.
Spend by Purpose
No tagged events yet.
Tagging Discipline · Customer vs. Auto-Classifier
Prompt Quality · Re-ask Rate by Department
Agent Opportunities · Repeated Patterns
High-volume repeated prompt patterns that could become dedicated agents.