White paper
Predictive donor intelligence: build the decision layer...
Predictive Donor Intelligence
Learn why foundational models (LLMs) can’t replace the decision layer—and how prediction + next‑best actions drive fundraising lift.
Inside the paper:
- Why “better words” ≠ “better decisions”
- What the predictive decision layer unlocks: targeting, timing, suppression, and channel choice
- How Squark turns donor scores into clear next‑best actions across campaigns and channels
- A five‑question self‑check to assess whether your AI strategy is helping you decide—or just helping you write
What you’ll learn
From language to decision
Why better copy and generic chat tools can’t replace donor‑level prediction and decisioning.
The decision layer
How better targeting, timing, suppression, and channel selection improve measurable fundraising lift.
Scores to actions
How Squark turns raw donor data into scores and plain‑language next‑best actions your team can use fast.
A smarter AI strategy
Use the five‑question self‑check to see whether your current AI stack helps you decide—or just helps you write.