AI Suite · AlumniAi Insight

Know who to ask,
and why now.

Your constituent base already contains the answer to who is ready for a larger conversation. AlumniAi Insight reads it — giving history, engagement, capacity, affinity, relationships, life events — and puts a ranked, evidence-backed shortlist in front of your gift officers.

2 agents in this suite

Recommendations and predictions on your existing constituent base.

Prospect Agent

Finds who deserves attention.

Most advancement teams are not short of records. They are short of attention. The Prospect Agent reads every signal in your constituent base — giving history, engagement, capacity, affinity, life events — and returns a ranked list of the people worth a conversation this week, with the evidence behind each one.

See how it finds them →

Gift Officer Agent

Prepares every relationship.

Four questions decide a major-gift meeting: who to contact, why now, what to say, and what to ask for. The Gift Officer Agent answers all four from your own data, then keeps the portfolio focused on the relationships that deserve attention this week.

See what it draws on →

Capability areas it works across

Every agent in this suite operates on the same advancement platform your team already uses — not a separate database.

Drafted by the agent. Approved by your team.