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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