The Public Servant's AI Handbook

serve citizens better with AI

Civil servants are under pressure to use AI, but the work still has to be correct, on-brand, and defensible. Without a clear method, you either avoid the tools or use them sloppily and lose trust. The cost shows up fast - wasted time, inconsistent quality, and avoidable risk (hallucinations, privacy leaks, and over-automation). Tasks like 'Service design - reducing backlog and admin load' and 'Procurement and vendor evaluation checklists' become harder, not easier, when the process is fuzzy. This handbook gives you a step-by-step system you can turn directly into a chapter-by-chapter TOC: how to set goals, choose tools, write prompts that include the right context, verify outputs, and reuse templates. Expect ready-to-use checklists and artifacts for core outcomes like service design - reducing backlog and admin load, procurement and vendor evaluation checklists, and transparency and auditability requirements.

Inside this book

• Service design - reducing backlog and admin load
• Procurement and vendor evaluation checklists
• Transparency and auditability requirements
• Policy drafting with evidence discipline
• Public comms - clarity, accessibility, trust
• Tool setup and guardrails - data boundaries, privacy, and audit trails
• Templates you can reuse - prompts, checklists, and scoring rubrics
• Measurement - track time saved and quality improvements over 30 days

By Valentin Nagacevschi