📚 AI Learning: Guidance for Nonprofits

---

Explore how artificial intelligence can help your organization do more good, more efficiently.

At AI for Altruism, we believe AI should be accessible, ethical, and tailored for mission-driven teams. That’s why we’ve created a series of free, easy-to-follow lessons  designed to help your nonprofit apply AI to real challenges like fundraising, beneficiary support, and program evaluation.

Each lesson includes:

• A step-by-step guide 
• Practical use cases from nonprofits like yours
• Suggested tools and ethical guidelines
• A downloadable PDF to use or share with your team

Smarter fundraising starts with smarter forecasting.
Learn how to use AI to analyze donor history, detect seasonal trends, and forecast future donations — helping your team plan campaigns with greater confidence.

You’ll learn:
✔ How to prepare donation data for AI analysis
✔ Which tools can forecast giving patterns
✔ How to turn predictions into better fundraising strategy

Proactive support starts with early detection.
Use classification models to identify which program participants might be at risk of disengaging or falling through the cracks, and when to step in with support.

You’ll learn:
✔ What kinds of data signal beneficiary risk
✔ How to build AI models to flag early warnings
✔ Best practices for human-centered, ethical responses

Move beyond spreadsheets to real-time insights.
Learn how to track, compare, and predict program outcomes using AI-powered dashboards and analytics tools, so you can report what really matters to funders and communities.

You’ll learn:
✔ How to structure your outcomes for AI measurement
✔ Which tools work for impact forecasting and dashboards
✔ How to combine human insight with AI results