The road from interview to manuscript

Three routes: file upload, pasted text, survey import.

• Word, PDF, plain text, subtitle and spreadsheet files
• Automatic speaker-turn segmentation
• Speaker → participant mapping for focus groups
• Open-ended answer import from YouReply Survey
• Participant attribute import from CSV

The core of the product: fully usable without any AI.

• Assign codes by highlighting text
• Overlapping and nested codings
• Hierarchical codebook with definitions and rules
• Excerpt and PARTICIPANT counts per code

Optional. With it switched off the product is complete.

• Deductive coding against your codebook
• Inductive coding with new code proposals
• Suggestion inbox: accept / change code / reject
• Unanchored suggestions are counted and reported

The second round inflates the codebook; tidying it is part of analysis.

• Merge, split, move, archive
• See how many codings an operation will affect
• Rationale recorded for your methods section
• Undo the last operation in one step
• AI-suggested merge groups

A theme is not a parent code; it is an interpretive layer above codes.

• A theme may draw codes from different branches
• A code may belong to several themes
• Theme narrative — the body text of your report
• Prevalence is computed over PARTICIPANTS

Matrices and patterns; every cell opens onto its source.

• Theme × participant matrix
• Code × demographics matrix
• Similarity, difference, contradiction, outlier
• Findings stay out of reports until accepted

In grounded theory, the analytic memo IS the analysis.

• Analytic, methodological, reflexive and general memos
• Attach to a document, code, theme or excerpt
• Search excerpts, memos and uncoded transcript text

A report is frozen at generation time; it never changes silently.

• Codebook report
• Quote table with sources
• Full qualitative research report
• Word and Excel download, PDF from your browser