Course lesson · Lesson 5
Stakeholder Mapping, Public Consultation, and Sensemaking
AI can help public-interest teams process scale and complexity in stakeholder and consultation work, but only if the workflow protects nuance, inclusion, and interpretive honesty.
What you'll take away
- Understand how AI can support stakeholder and consultation analysis without replacing public judgment
- Identify the risks of flattening nuance when AI is used for large-scale synthesis
- Build a disciplined approach to AI-assisted sensemaking for multi-stakeholder environments
This lesson is part of the full course
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