Category
AI qualitative data analysis software: what they are and who makes them
academic coding packages with an ai layer, research repositories for product teams, lightweight visual coding tools, transcription-first analysis platforms: Condens, Dovetail, Speak AI through Quirkos.
Types of AI qualitative data analysis software
Academic coding packages with an AI layer
MAXQDA, ATLAS.ti, NVivo and QDA Miner organize codes, memos and document sets for methods such as grounded theory and framework analysis. AI arrives as an optional assistant for suggested codes, summaries and chat. They suit dissertations, evaluation studies and teams that must document every coding decision.
Research repositories for product teams
Dovetail, Condens, Marvin and Looppanel store recordings, transcribe them and surface themes across studies. They suit UX and product researchers who share findings with stakeholders who never open a codebook, and they mostly price per contributor or per workspace. Dovetail adds agents and a choice of language model on its top tier.
Lightweight visual coding tools
Quirkos is a visual coding tool with cloud and offline licenses, built for manual coding and openly without AI analysis. It fits students, nonprofits and small teams that want a short learning curve, posted prices and a permanent license option, and that do not need a model to suggest codes.
Transcription-first analysis platforms
Speak AI starts from audio and video files, transcribes them in many languages and then runs AI coding on the text. It suits people who record many interviews and want to pick the language model for each analysis task. It charges by credit for transcription, with a monthly Pro tier for teams of up to five.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Condens | Condens Insights GmbH | Germany | Paid + API |
| Dovetail | Dovetail Research Pty. Ltd. | Australia | Paid + API |
| Speak AI | Speak AI Inc. | Canada | Trial + API |
| Looppanel | Obtan Technologies Inc. | United States | Trial |
| MAXQDA | VERBI GmbH | Germany | Paid |
| NVivo | Lumivero | United States | Paid |
| ATLAS.ti | ATLAS.ti Scientific Software Development GmbH | Germany | Trial |
| Marvin | Equafin Inc. | United States | Free tier + API |
| QDA Miner | Provalis Research | Canada | Trial |
| Quirkos | Quirkos Limited | United Kingdom | Trial |
