Machine learning is changing how we build and manage major gifts portfolios, especially for bloated portfolios where gift officers struggle to build relationships with all of the prospects. Unlike traditional methods that rely on simple linear models, machine learning algorithms can identify clusters of donors… Read More »How Machine Learning Makes Major Gifts Portfolios More Effective
Discover how machine learning revolutionizes the donor journey by identifying key behavioral patterns and audience segments. Learn practical applications for improving fundraising analytics and donor engagement through advanced data mining techniques.
In our recent Water Cooler Chat, Greg Duke, Partner for Database Services, shared the Monte Carlo technique – a way of understanding what the likely range of results would be for a given scenario. In our blog post today, we expand on the concept of… Read More »Three Uses of Monte Carlo Analysis in Fundraising