Insights and tools

We work on data, systems and change – and share what we're learning as we go. Frameworks, reflections and resources shaped by real-world practice.

• Artificial Intelligence in Development & Humanitarian Systems

  Use cases, lessons, and IATI’s role in responsible adoption.

  

• Sustainability Canvas

  A conversation guide for data initiatives working towards long-term impact.

  

• Standards Lab Handbook

  A practical guide to designing, building and maintaining open data standards.

  

• Open Source Tools and Documentation

  Technical guides and references for open, adaptable data tools.