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.
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 →Start with low-risk internal uses, measure the gains, strengthen data and governance scaffolding, and adapt systems to local realities.
Read blog →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 →Using AI to analyse court rulings shows only a third favour environmental protection, revealing a gap between judicial activism and outcomes.
Read case →A government-embedded initiative helping Zambia’s public sector use administrative data, AI tools, and capacity building for better policymaking.
Read case →Using LLMs to code free-text occupations to ISCO at production scale, with a labelled review process.
Read case →