AI in action - Bite-sized guides

Short, practical modules designed to build shared understanding of AI risks, judgement and oversight in regulatory work.

Overview

This series breaks down the Responsible AI in Action guidance into short, focused guides that cover the key questions regulators need to navigate when using AI in practice.

Each guide can be read on its own, but together they build a coherent picture of how to use AI safely, effectively, and in a way that maintains public trust.

The series is designed to complement the full guidance by providing practical, accessible entry points into the core themes, helping leaders and practitioners quickly find what matters for their role while linking back to more detailed guidance where needed.

Diagram showing the different bite sized guidance

Further reading

The Public Service AI Framework, consistent with OECD guidance, sets a clear expectation that 
people interacting with government AI systems should be aware of and understand how AI is 
being used. For regulators, this reinforces the importance of human judgement, clear 
reasoning, and explainable decision-making.

Public Service AI frameworks and guidance:

Frameworks and guidance in relation to legislation:

References for Māori data and Māori data sovereignty:

Procurement: