Why Predictive Models Outperform RFM Segmentation
How machine learning models trained on giving behavior deliver 20%+ lift over traditional recency-frequency-monetary scoring.
Insights
Research, case studies, and thinking from Innovairre's strategy and data science teams.

How machine learning models trained on giving behavior deliver 20%+ lift over traditional recency-frequency-monetary scoring.
Smart mailers are using AI to decide who gets a package and who doesn't—and they're raising more with less.
A data-driven approach to audience selection and channel optimization with Innovairre and Squark AI.
When your data, creative, production, and digital all live under one roof, the compounding effect is real.
Most organizations optimize parts. The ones that win optimize the system. Here's the difference.
The donors who receive coordinated multichannel touchpoints give 2.3x more. Here's how to plan it.
How to raise donor lifetime value, cut acquisition dependence, and compound revenue through multi-channel retention.