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Evaluation report

UNITAR’s Tanzania peacekeeping training evaluation used AI theme analysis of 45 informants

In a 2023 independent evaluation published by the United Nations Institute for Training and Research (UNITAR), Evidano was used to run exploratory theme analysis on interview and focus group data, with the evaluator retaining full oversight.

The study used Evidano, then published as AILYZE.

45
informants interviewed (13 female, 32 male)
150+
document records reviewed in desk review
4
instruments combined (KIIs, IDIs, FGDs, observation)
26
evaluation questions across OECD-DAC criteria

The evaluation

The independent evaluation, commissioned by UNITAR’s Planning, Performance Monitoring and Evaluation Unit, assessed a project funded by Germany’s Federal Foreign Office to reinforce the Tanzania Peacekeeping Training Centre as a regional pre-deployment training hub. An independent evaluator interviewed 45 informants across all stakeholder groups, including a field mission to Tanzania in May 2023, guided by 26 questions across the OECD-DAC criteria and UNEG standards.

Documents were coded in Quirkos, recordings transcribed with Sonix, and the transcripts run through Evidano for exploratory theme analysis, with the resulting themes added to the codebook for comparative analysis across informants.

How Evidano fit the workflow

The publication describes a clear, traceable workflow from raw qualitative data to analysed themes.

  1. 1
    Transcribe.

    Interview and focus group recordings were transcribed before analysis.

  2. 2
    Run exploratory theme analysis with Evidano.

    Transcribed data was run for exploratory theme analysis.

  3. 3
    Add to the codebook.

    Output was added to the codebook for comparative analysis, searching for emerging patterns, trends and divergence across informants.

  4. 4
    Cross-validate.

    The evaluator relied on recordings, transcripts and notes to check theme accuracy, iterating and correcting where needed.

“Data collected from interviews and focus groups with primary sources, was further transcribed using Sonix®, and […] ran for exploratory theme analysis using AI-Lyze Pro and added to the codebook for comparative analysis in search for emerging patterns, trends and possible divergence in the viewpoints of informants”
— From the publication, Data analysis, paragraph 40 (AI-Lyze is now Evidano)
“Mindful of the Beta stage of the tool, the evaluator has also relied on recordings, transcripts and notes taken to ensure accuracy of theme content, iterating the analysis, complementing, or correcting if needed.”
— From the publication, footnote 11

From bottleneck to workflow

Manual only

Hand-coding hundreds of pages. Slow comparison across sources. Patterns easy to miss at scale. Hard to revisit and iterate.

With Evidano

Exploratory themes surfaced quickly. Comparative analysis across informants. Emerging patterns and divergence flagged. Researcher reviews, iterates, corrects.

Documented in a UN publication

Evidano use is named in the methods of a UNITAR evaluation, not a vendor case study.

Disclosed and human-reviewed

Tool use was openly disclosed, with the evaluator cross-validating every theme.

Built for complex data

Interviews, focus groups and 150+ documents across diverse stakeholder groups.

An assistant, not a replacement

Evidano supported exploratory theme analysis while the researcher kept interpretive control.

About Evidano (previously AILYZE)

Evidano is AI-assisted qualitative data analysis software for interviews, focus groups, open-ended survey responses, and documents. It supports AI-assisted thematic analysis with your own or an AI-suggested codebook, transcription and translation in 100+ languages, clickable quotes and citations, and exportable visual reports. End-to-end encryption, no third-party data sharing, and your data is not used to train AI. From USD 50/month for unlimited analysis.

Run the first pass in days, not weeks

Keep the judgment with you. Let Evidano do the heavy lifting on your interviews, focus groups, open-ended responses, and documents.