Case Studies: Evidano in Published Research & Evaluations
Peer-reviewed studies, UN evaluations, and university research where teams used Evidano (previously AILYZE) for AI-assisted qualitative analysis — with human judgment in control at every step.
Tested against human coding. Published for anyone to check.
AI-assisted analysis vs manual coding. UNICEF ran both.
Same 160 evaluations, two methods. See where Evidano matched human analysts and where humans stayed essential.
“Evidano did a very good job in identifying key themes in the data and also in summarizing these key themes in prose for a human to review, verify, and adapt.”
UN now using AI in evaluations
Inside a 2025 UN Development Programme evaluation: transparent, human-reviewed AI qualitative analysis.
A Stanford-led study used AI to cross-check its qualitative coding
A published mixed-methods study uploaded deidentified transcripts into Evidano to cross-check themes. Every AI code was reviewed by the researcher.
Researchers at Oxford and Melbourne used AI to analyse their interview data
Evidano helped analyse interview transcripts in a peer-reviewed study, then was checked against manual coding.
Researchers used AI for qualitative analysis. Human experts reached the same conclusions.
A published Cornell study used Evidano (previously AILYZE) for thematic analysis, and human experts reached the same conclusions.
Real studies, evaluations, and theses that disclosed Evidano in their methods
AI-assisted analysis vs manual coding. UNICEF ran both.
Same 160 evaluations, two methods. See where Evidano matched human analysts and where humans stayed essential.
UN now using AI in evaluations
Inside a 2025 UN Development Programme evaluation: transparent, human-reviewed AI qualitative analysis.
AI-assisted qualitative analysis, used in a published UNESCO synthesis
Evidano (previously AILYZE) supported and triangulated the analysis behind UNESCO's 2025 Synthesis of Evaluations. See how AI-assisted qualitative analysis is being used, and disclosed, in published research.
A UNESCO evaluation used Evidano to analyze its reports.
A UN evaluation office used Evidano to scan reports and apply its own coding schema, with researchers reviewing throughout.
A United Nations World Food Programme evaluation analyzed its qualitative data with Evidano
A published United Nations World Food Programme evaluation disclosed Evidano (previously AILYZE) in its data analysis methods.
A UN training institute used Evidano (previously AILYZE) for qualitative theme analysis
A UN training institute used Evidano (previously AILYZE) for exploratory theme analysis, with full researcher oversight.
How AI was used in an African Development Bank evaluation
Used to validate findings in an African Development Bank evaluation, within a human supervised workflow.
AI-assisted outcome harvesting in a published evaluation
A monitoring and evaluation team analysed 12 years of reports with researchers and Evidano. Here is the workflow.
AI-assisted peer-reviewed policy brief
UK government–funded research across three countries, with AI support
AI-assisted qualitative analysis, now in published research
Sentiment analysis on focus group transcripts, with researcher oversight throughout. See how it worked.
Researchers at Oxford and Melbourne used AI to analyse their interview data
Evidano helped analyse interview transcripts in a peer-reviewed study, then was checked against manual coding.
A Stanford-led study used AI to cross-check its qualitative coding
A published mixed-methods study uploaded deidentified transcripts into Evidano to cross-check themes. Every AI code was reviewed by the researcher.
Researchers used AI for qualitative analysis. Human experts reached the same conclusions.
A published Cornell study used Evidano (previously AILYZE) for thematic analysis, and human experts reached the same conclusions.
A William & Mary research team used Evidano (previously AILYZE) to analyze 3,443 participants’ open-ended responses
AI-assisted thematic analysis, verified by human researchers, in a published Mensa Foundation report.
AI-assisted qualitative analysis is moving into peer-reviewed research.
Disclosed in the methods, validated by the researcher, published in Education Sciences (2025).
AI-assisted qualitative analysis just showed up in published research
A peer-reviewed 2026 Education Sciences study used Evidano (previously AILYZE) to refine its qualitative analysis, with full researcher oversight.
A Cambridge University Press study disclosed using Evidano (previously AILYZE) for thematic analysis
Peer-reviewed, open-access research used Evidano (previously AILYZE) to support focus group thematic analysis and reduce bias.
Evidano (previously AILYZE), applied in published migration research
A study at the Federal University of Minas Gerais (UFMG) compared Evidano (previously AILYZE) with manual coding and Atlas.ti on real interview data.
A Braun & Clarke thematic analysis, AI-assisted and verified by researchers
Published in Frontiers in Education (2026): encrypted data, human-verified themes, and a transparent AI coding workflow.
AI Thematic Analysis
A 2025 mixed-methods education study cited Evidano (previously AILYZE) in its methods to identify themes across teachers' open-ended responses.
A peer-reviewed study identified its themes with Evidano (previously AILYZE), then verified them by hand
A published, open-access qualitative study discloses how AI-assisted theme identification sat inside a human-reviewed workflow.
AI-assisted qualitative analysis, now inside a published study
A research team at LUT University (Finland) and the University of Michigan (USA) used Evidano (previously AILYZE) alongside manual coding to analyze a global survey, published by Springer in 2026.
AI-assisted qualitative analysis is now appearing in published, peer-reviewed research.
A peer-reviewed Elsevier study paired manual coding with AI-assisted analysis.
Using Evidano for grounded theory, content analysis, and discourse analysis
An international journal article used Evidano for grounded theory and content analysis.
AI-assisted thematic analysis
See how doctoral researchers trialled Evidano for thematic analysis, with human researchers leading every interpretation.
Researchers are now using AI to cross-check qualitative analysis
Inside a Springer-published University of Glasgow study that used Evidano to triangulate its thematic analysis.
AI-assisted qualitative analysis is now appearing in published research
A university research team used Evidano to turn 8 interviews into a thematic codebook, with researcher review.
AI-assisted qualitative analysis is appearing in published research
An AI tool was named in the data analysis section of a 2025 University of Glasgow and Erasmus University Rotterdam thesis. Here is what it supported.
A published 2025 study built on an ethnographic thinking framework
An ethnographic thinking framework and thematic analysis, with AI used to check and refine patterns.
62 higher education institutions use Evidano
Evidano surfaced themes across six quarters of data from a 62-institution consortium, with researchers validating every finding.
AI helped theme qualitative data in a published study
Evidano surfaced five themes from open-ended responses, in Hungarian, alongside the researcher's own analysis.
AI-assisted coding inside a published University of Glasgow thesis
A researcher generated initial codes with AI, then reviewed every one. Transparent, disclosed, human-led.
AI-assisted qualitative coding, used in a peer-reviewed study
Peer-reviewed, transparent, human-validated AI-assisted qualitative analysis.
AI-assisted qualitative analysis is now in the published record
A 2026 study coded 5,211 federal-worker comments with AI, then reviewed every result by hand. See how the workflow held up.
AI-assisted qualitative analysis is moving into published research
A published Naval Postgraduate School thesis surfaced 62 concepts from 799 interview excerpts, then refined them by hand.
AI-assisted thematic analysis, used in published research
A peer-reviewed 2025 study disclosed Evidano for thematic analysis of qualitative focus group data.
AI-assisted scoping review
Used to extract data from 60 studies in Policing: An International Journal, with researcher oversight throughout.
A published literature review used Evidano to analyze 20 journals
A transparent, AI-assisted workflow that surfaced five themes, with the researcher's manual review alongside.
AI-assisted qualitative analysis is moving into published research
See how researchers used Evidano to triangulate their thematic analysis, without replacing their own judgment.
Used in a peer-reviewed, WHO-backed study: AI-assisted thematic analysis
Peer-reviewed in 2025, with the AI outputs cross-checked and validated by the research team.
A peer-reviewed study ran its content analysis with AI
Evidano ran the qualitative content analysis in a 2026 peer-reviewed clinical research study.
A 2026 peer-reviewed study used AI to strengthen its thematic analysis
How Evidano produced a complementary codebook and 11 granular themes in a 2026 peer-reviewed study.
More examples by research method
How research teams apply Evidano across common qualitative methods — from phenomenology to usability testing.
And more (e.g., narrative analysis, participatory action research, content analysis, thematic analysis, historical research, qualitative comparative analysis, focus group studies, longitudinal qualitative research)
See what Evidano can do with your qualitative data
Code, theme, and report on interviews, focus groups, open-ended responses, and documents — with your review at every step.
