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[Bug]: Inadequate Analytics Data Model and Reporting Infrastructure #69

@asterixix

Description

@asterixix

Describe the bug
The current analytics infrastructure doesn't support organization-specific dashboards and metrics required for the Advanced Association Management MVP. It lacks data aggregation capabilities across organizational hierarchies and doesn't store sufficient metrics for meaningful organization-level reporting.

Steps to Reproduce

  1. Attempt to create organization-specific dashboards with relevant KPIs
  2. Try to aggregate metrics across child organizations to parent level
  3. Look for analytics data models and aggregation mechanisms
  4. Notice that the necessary analytics infrastructure is insufficient or missing

Expected behavior
The system should have a robust analytics data model and reporting infrastructure that supports organization-specific metrics, hierarchical data aggregation, and customizable dashboards with relevant KPIs for different organization types.

Screenshots
N/A - Infrastructure issue

Desktop (please complete the following information):

  • N/A - System-wide infrastructure issue

Additional context
This infrastructure limitation must be addressed for the MVP. The enhanced analytics system should include:

  • Time-series data storage for performance metrics
  • Aggregation mechanisms across organization hierarchies
  • Customizable dashboard templates for different organization types
  • Scheduled report generation and delivery
  • Export capabilities in various formats (PDF, Excel, CSV)
  • Data retention policies appropriate for different metrics
  • Performance optimizations for real-time dashboard rendering

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    analyticsThat element are part for analytic featuresbugNot working properly functionalitiessupabaseRelated with supabase integration

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