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Business challenge
A nonprofit needed a better way to prepare for donor and partner conversations.
Implementation
We built an AI-assisted research workflow that summarized public information, prior engagement history, giving interests, and suggested talking points for staff review.
Reported outcomes
65%
Prep time reduced
450+
Profiles enriched
100%
Staff review retained
