Phase 1: Research & Discovery
- Understand how nonprofits are currently handling administrative work and AI use
- Identify common pain points and readiness levels across organizations
- Determine which processes are realistic candidates for automation
- Sector-wide survey results and analysis
- Summary of shared operational challenges and opportunities
- Clear criteria for pilot project selection
- Shortlist of high-potential automation use cases


