Recollective AI Moderderation Playbook Featured Image
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Recollective
Recollective is an industry-leading research tool for conducting online qualitative studies and developing robust insight communities.

A practical guide to knowing when, how and where AI-moderated interviews can strengthen qualitative research

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AI-moderated interviews make it possible to conduct more qualitative conversations across participants, segments and markets, without the scheduling constraints of live moderation. But they aren’t right for every research question — and using them effectively requires more than simply handing moderation over to AI.

This practical playbook helps researchers evaluate, design and analyse AI-moderated interviews, covering governance, conversation objectives, participant experience, quality checks and how to integrate the method into research practice.

Key Learning Outcomes

  • When AI-moderated interviews are the right method — and when another approach is better suited.
  • How to write effective conversation objectives that give AI the context and guidance it needs.
  • Key governance questions around participant data, security, privacy and human oversight.
  • How to turn AI-generated transcripts and summaries into reliable findings, using evidence and quality checks.
  • A practical roadmap and toolkit for piloting, reviewing and scaling AI-moderated interviews.

Designed for researchers exploring AI-moderated interviews, this playbook provides practical guidance for using the method effectively while keeping research expertise and judgement at the centre.

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