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The Framework comprises two documents – be sure to download them both below:

  1. SAFE AI Governance Framework sets out the standards, principles and decision logic.

  2. SAFE AI Tools & Guidance contains the practical resources for implementation: the Transparency Card, procurement guidance and technical assurance tools.

Download the Governance Framework

Cite the Governance Framework as: McElhinney, H., Mazumder, A., Tjalve, M., Madigan, S. and Spencer, S. (2026). Standards and Assurance Framework for Ethical AI in Humanitarian Action (SAFE AI): A Governance Framework for Humanitarians using AI (Version 1.2). CDAC Network. https://doi.org/10.5281/zenodo.22080937

Download the Tools & Guidance

Cite the Tools & Guidance as: McElhinney, H., Mazumder, A., Tjalve, M., Madigan, S. and Spencer, S. (2026). SAFE AI Tools and Guidance (Version 1.2). CDAC Network. https://doi.org/10.5281/zenodo.22079930

Both works are licensed under CC BY 4.0.

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