[Analytics] Add daily/weekly usage summary emails for admins #363
Description
Description
Send automated summary emails to admins with key platform metrics.
Motivation
Admins shouldn't need to check the dashboard constantly. Automated summaries help them stay informed about platform health and trends.
Proposed Solution
Daily Summary Email:
- Total requests (vs previous day)
- Total revenue (vs previous day)
- Top 5 models by usage
- Top 5 organizations by spend
- Any anomalies or alerts
Weekly Summary Email:
- Week-over-week trends
- Growth metrics
- Model usage distribution
- New organizations/users
Technical Details
- Scheduled job (cron) to generate and send emails
- Email templates with charts/metrics
- Admin email preferences/opt-out
Acceptance Criteria
- Daily summary email sent to admins
- Weekly summary email sent to admins
- Comparison with previous period
- Unsubscribe/preference management