The AI for Nonprofits Workbook Series: Volume 3 of 5 

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AI Strategy Lab™ for Nonprofit Leaders by Dr. Annise Mabry

A collection of activities is not a program. This guide helps nonprofit leaders use AI to architect programs that are built for evaluation. Learn how to distinguish between doing work and producing outcomes. This workbook provides specific AI prompts to audit your program structure, identify missing components, and ensure every activity is intentionally connected to a fundable outcome.

KEY TAKEAWAYS:

• Understanding the difference between activity and structure.
• AI-driven program structure reviews.
• Mapping activities directly to funder-ready outcomes.

Format: Digital PDF download (Instant Access).