Measuring Impact of AI-Enhanced Engagement

Learn how to evaluate whether AI-powered participation actually solves real problems and improves people's lives. Move beyond measuring inputs (how many people participated) and outputs (how much feedback was collected) to assess whether the engagement led to better solutions—reduced homelessness, improved public health outcomes, more effective climate action, or stronger community resilience. Explore frameworks for connecting participation activities to measurable problem-solving results. Discover methods for tracking both quantitative improvements (service delivery metrics, policy effectiveness) and qualitative changes (community capacity, social cohesion). Address the critical challenge of demonstrating that inclusive engagement doesn't just feel good but actually produces better outcomes for the issues communities care most about.