Optimize campaigns from emergency shelter to housing stability by scoring donors for urgency and staying power.
Identify donors who respond to emergency vs. long‑horizon asks.
Turn hands‑on supporters into donors and sustainers.
Balance in‑kind, cash, and monthly giving for impact.
Align appeals with neighborhood and city priorities.
Blend geo, behavior, and donation history to route the right message at the right time.
Detect donors driven by immediate need.
Predict conversion from service to giving.
Spot recurring supporters for stability.
Target appeals by city and community need.
We’ll forecast donor conversion paths that sustain shelter and housing efforts.