User interviews & insights
Transcribe interviews into locatable text, organize behaviors, motivations, and barriers by theme, and retain quotes supporting each insight.
Inputs
Interview guide, recordings cleared for use, participant groups, and research questions.
Deliverables
Timestamped transcripts, thematic coding, insight cards, and follow-up validation questions.
Step-by-step workflow
Break the work into verifiable stages, then choose models and supporting tools.
- 01
Transcribe and review
Process recordings with speech recognition, then check names, terminology, and speaker attribution.
- 02
Organize behavioral evidence
Separate actions users actually took, subjective opinions, and expectations about the future.
- 03
Code and compare themes
Apply a consistent coding scheme across users. Record common patterns and counterexamples.
- 04
Connect insights to decisions
Link insights to requirement hypotheses and validation plans, with quotes and timestamps.
Required model capabilities
Combine models for the actual stages. The directory includes candidates matching one or more of these capabilities.
View matching modelsSupporting tools
Selection & delivery checks
- Check speaker separation, timestamps, accents, and long-audio limits.
- Small interview samples do not establish population percentages.
- Remove unnecessary identifiers while preserving quote context.
An example request
Transcribe user interviews with timestamps, summarize behaviors and barriers by theme, and attach quote evidence to every insight.Find models for this request