Current Pain Points

• 5-8 hours weekly spent manually collecting data from repositories
• 3-4 hours of error-prone spreadsheet processing per report
• Inconsistent reporting formats hampering trend analysis
• Delayed recognition reducing community engagement
• Disparate metrics requiring manual normalization

Our Solution

The n8n workflow replaces this manual process with an automated system that handles the entire reporting lifecycle—from data retrieval through distribution—with consistent formatting and AI-enhanced insights that reveal the 'why' behind the numbers.