CDAC Network Community of Practice

AI governance

AI is already used across humanitarian response. It affects who receives aid, what information people see and how decisions about them are made. Most of these systems have no independent check on how they work or whom they affect.

CDAC Network convenes a Community of Practice on AI governance and crisis-affected communities. It is a forum for people who use, buy, build, fund or question AI in crisis settings. It is open to anyone working on these issues, including people outside CDAC membership.

Participants use the Community of Practice to: share practical experience of AI in humanitarian programmes, including what did not work; work through governance questions with peers, such as risk assessment, supplier due diligence and how to inform affected communities; test and give feedback on SAFE AI tools and guidance; build common positions for policy and donor discussions.

The Community of Practice connects directly to the SAFE AI Initiative, which CDAC Network stewards. SAFE AI (Standards and Assurance for Ethical AI) starts with humanitarian action. It gives organisations a common way to govern and document the AI they use, and to prepare for independent verification. It was developed with The Alan Turing Institute and Humanitarian AI Advisory, with founding investment from UK International Development from the UK government. The SAFE AI Framework and tools are published and free to use.

Both put community in the loop at every stage of the AI lifecycle. People affected by crisis have a say in how AI is designed, used and governed.

Community of Practice resources

  • The governance gap in humanitarian AI: addressing the structural gap between global frameworks and operational reality

    The first instalment of the SAFE AI Framework

  • From experimentation to engagement: on the paradox of participatory AI and power in contexts of forced displacement and humanitarian crises

    Paper by CDAC Network and colleagues submitted to ACM FAccT conference in 2025 and published on arXiv

  • Community in the loop: addressing power dynamics in participatory AI for crisis-affected communities

    CDAC Network presentation at India’s 2026 PAIRS: Participatory AI Research & Practice Symposium

  • The signal code: a human rights approach to information during crisis

    Study by the Signal Program on Human Security and Technology at the Harvard Humanitarian Initiative (HHI)

  • CDAC - MERL Tech event recap

    Accountability in the age of humanitarian AI — A conversation hosted by the MERL Tech Initiative and CDAC Network

  • SAFE AI Framework

    Humanitarian AI Glossary: build better, safer, and more effective partnerships.

  • SAFE AI Framework

    Addressing power dynamics in participatory AI for crisis-affected communities

  • SAFE AI Framework

    How-to note: Co-designing AI solutions with crisis-affected communities

  • SAFE AI Framework

    Co-Design vs. User-Centred Design for AI Solutions

  • CLEAR Global

    Guide: Co-creating digital tools with crisis-affected people

  • Save the Children

    Harnessing Artificial Intelligence for Child Protection: An Ethical Roadmap?

  • Nesta, CDAC, DFS and HLA

    Online course: Community crisis intelligence: elevating community voices with AI

CDAC AI updates

Community of Practice meetings

  • Our next session

    6 October 2026 14:00 London time

    CLEAR Global will share new guidance on how crisis-affected communities can hold organisations accountable for their use of digital technology. We will also discuss the growing interest from members and others in using SAFE AI to put responsible AI into practice. One message from our recent Governance Gap work is that organisations can start without specialist AI teams or complex governance systems. At its simplest, good practice means three things: knowing who is responsible, being able to follow how a decision was reached, and being transparent when the agreed process changes.

  • Previous 2026 sessions

    • 26 February

    • 23 April

    • 2 July

    • 23 July

Join our community

To join CDAC’s SAFE AI Community of Practice, you must work for a CDAC Network member organisation. Please get in touch by filling in the form or contacting info@cdacnetwork.org.

To contribute a CDAC member organisation’s resource to our AI portal, contact info@cdacnetwork.org.