Everything you need to run the Playbook with your team, including the printable workbook, deeper reading on the underlying ideas, and ways to get hands-on support from IGC.
The full IGC AI Playbook for Government as a printable PDF, intended for use in workshops with one copy per participant.
A complete, printable workbook covering all five steps of the Playbook. It includes the full readiness quiz, every worksheet referenced on this site, and the AI menu in printable form for workshop use.
Twelve approaches with real government examples. Filter by problem type, data requirement, or method.
Print individual steps as needed. Ideal for workshops where you only have time for one or two steps.
A selection of practical, evidence-based resources from IGC and partners, focused on government applications in low- and middle-income contexts.
The IGC’s programme on data and AI for governments.
theigc.org/data-ai →Why “build the smallest version that works” outperforms “specify everything up front” for AI projects.
Read brief →How supervised ML and an RCT design changed audit prioritisation, and what worked in the rollout.
Read case →Combining satellite imagery and physics-informed neural nets for food-security planning.
Read case →Computer-vision-driven CAMA models to expand and update municipal property tax registers.
Read case →Using LLMs to code free-text occupations to ISCO at production scale, with a labelled review process.
Read case →Want to go further? Visit theigc.org or explore country case briefs.