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scenario-admin-analytics

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Use when answering Scenario admin analytics questions about Creative Unit consumption, most-used models, usage by user or project, AI adoption observability, cached usage data, CSV exports, enterprise PDF reports with charts, or a local analytics dashboard. Keywords: usage API, CU, analytics, adoption, reporting, consumption, cache.

When to use

• Creative Unit consumption analysis
• Most-used models identification
• Usage by user or project
• AI adoption observability
• Cached usage data retrieval
• CSV exports
• Enterprise PDF reports with charts
• Local analytics dashboard

When not to use

• Direct API calls
• SDK usage
• Browser scraping
• Credential management in reporting scripts

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