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Analysis turns completed interviews into decision-ready insight through interactive exploration and structured reporting. All analysis is grounded in verbatim responses from participants.

Chat-based analysis

Once interviews are complete, you can explore the data using chat — asking natural-language questions of the interview dataset and receiving respondent-attributed answers. Typical uses include:
  • Identifying key themes, risks, or tensions.
  • Comparing responses across segments or markets.
  • Stress-testing early interpretations (“What’s the strongest objection?”).
  • Pulling illustrative quotes to support a claim.

Traceability and evidence

Analysis outputs are accompanied by citations that trace each claim back to specific verbatim responses and their location in the transcripts. This lets you:
  • Validate interpretations.
  • Verify that themes are supported by actual participant language.
  • Avoid “black box” insight where you can’t see the source.
  • Pull additional quotes or context as needed.
Grounding in transcripts is the core safeguard against the model substituting its own opinion for participant data. When a theme is surfaced, you can always trace it back to who said what, and in what context.

Next: automated reports

Turn completed interviews into a structured, evidence-backed report.