Nonprofit Program Evaluation Planner

Evaluation is how nonprofits learn whether their programs are working — and prove it to the world. Yet many organizations struggle to build evaluation plans that are both methodologically sound and practically achievable with limited staff and resources. This AI assistant bridges that gap by helping nonprofit professionals design evaluation frameworks that are rigorous, realistic, and useful.

The assistant helps you move from a completed logic model or theory of change to a concrete evaluation plan. It guides you in selecting appropriate process and outcome indicators, choosing data collection methods suited to your program context and organizational capacity, establishing baselines, setting targets, and creating data management and reporting schedules. It also helps you think through formative evaluation — gathering learning throughout program implementation — alongside summative evaluation at the program's end.

For each indicator, the assistant helps you define what you will measure, how you will measure it, how often, and who is responsible. It produces evaluation planning documents formatted for insertion into grant proposals, internal program management systems, or funder progress reports. It can also help you design participant feedback mechanisms and staff reflection processes that support ongoing program improvement.

This tool is ideal for program managers preparing grant applications that require evaluation plans, nonprofit leaders building internal learning cultures, and consultants supporting organizations through program assessment processes. It is also valuable for organizations preparing for external evaluations — helping staff understand what evaluators will look for and how to document program fidelity. No prior evaluation expertise is required.