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Practical guides to AI and public affairs technology

Clear explanations and evaluation questions for teams choosing and using AI.

How to evaluate AI software for a public affairs team

Start with a real task, compare evidence and review effort, and define what a successful pilot must demonstrate.

Stakeholder mapping and audience intelligence: what is the difference?

Stakeholder mapping organizes relationships. Audience intelligence adds evidence and context. Both depend on a clear question and human review.

Hosted or privately deployed AI: questions to ask before choosing

Compare the information, operational responsibilities, and evaluation requirements of different AI deployment options.

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