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Institutional report

SPARC policy brief: AI-assisted qualitative synthesis of farmer–herder conflict research

Published by SPARC and funded by UK aid (FCDO), a multi-country policy brief on farmer–herder conflicts by researchers from the International Livestock Research Institute and ODI Global used Evidano in its workflow.

The study used Evidano, then published as AILYZE.

3
countries studied (Sudan, Nigeria, Mali)
40
focus group discussions
24+
key informant interviews
2
named peer reviewers, plus an expert advisory group

The research context

The 2025 brief synthesised in-depth case studies on farmer–herder conflicts and food systems in Sudan, Nigeria and Mali, drawn from field research conducted between 2023 and 2025 using focus groups, key informant interviews, and participatory tools such as conflict trees and timelines. It was peer reviewed by named reviewers, including one from the UN Department of Political and Peacebuilding Affairs Mediation Support Unit, and carries a DOI.

How Evidano fit the workflow

How AI assistance fit alongside the researchers, not in place of them.

  1. 1
    Three in-depth country reports

    Field studies from Sudan, Nigeria and Mali provided the source material.

  2. 2
    Evidano summarised key points

    Evidano produced a summary of key points across the three reports as a building block for the brief.

  3. 3
    Authors wrote and synthesised

    Seven named researchers authored, interpreted and structured the final brief.

  4. 4
    Peer reviewed and published with disclosure

    AI use was stated openly in the publication, with a DOI on record.

“AILYZE was used to produce a summary of key points from the three country reports and as a building block for this brief.”
— From the publication, AI assistance statement (AILYZE is now Evidano)
“The authors thank the peer reviewers Ken Otieno, RECONCILE Kenya, and Richard Smith, UN DPPOA Mediation Support Unit, for their review of this brief.”
— From the publication, Acknowledgements
Transparent and citable

AI use can be disclosed in a publication, a defensible, auditable record rather than a hidden step.

A research assistant, not a replacement

In this brief Evidano supported synthesis while researchers kept authorship and judgement.

Built for complex datasets

Multi-country interviews and focus groups are exactly the kind of qualitative data this kind of tool helps structure.

Moving from experimental to published

AI-assisted qualitative work is showing up in funded, peer-reviewed outputs. An early-mover workflow advantage.

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.