- Add Tool 6 for demographic analysis using direct SQL queries
- Age group breakdowns: clients, applications, avg apps/client, avg funding
- Device popularity by age bracket (under 45, 45-60, 61-75, 75+)
- City demographics with average age and funding per city
- Benefit type analysis (ODSP, OWP, ACSD, Regular)
- Top devices with average client age
- Overall funding summary (totals, averages, age range)
- Update AI topic and system prompt with Tool 6 routing examples