---
title: "AI Governance Guides | UCC Workforce Learning"
description: "Guides to AI governance for organisations in Singapore: policies, risk assessment, data protection, AI Verify and ISO/IEC 42001."
url: https://workforcelearning.unitedceres.edu.sg/resources/category/ai-governance/
---

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# AI governance

These guides cover how organisations keep AI use safe, lawful and accountable. They explain AI governance, use policies and risk assessment, data protection when staff use AI tools, and the frameworks and standards organisations refer to, including IMDA's AI Verify and the ISO/IEC 42001 management system standard.

![People working with a phone, a large screen and a checklist board, with a cat nearby.](https://workforcelearning.unitedceres.edu.sg/illustrations/scene-devices-and-screens.webp)

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![](https://workforcelearning.unitedceres.edu.sg/covers/ai-risk-assessment-guide.png)

AI governance ↗

## AI Risk Assessment: A Step-by-Step Guide

Assess AI risks step by step, with a risk register you can copy.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/ai-risk-assessment-guide/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/how-to-write-an-ai-use-policy.png)

AI governance ↗

## How to Write an AI Use Policy for Your Organisation (With Template)

Write a clear AI use policy for staff, with a template to adapt.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/how-to-write-an-ai-use-policy/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/what-is-ai-governance.png)

AI governance ↗

## What Is AI Governance? A Starting Guide for Organisations

What AI governance is and how an organisation can start small.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/what-is-ai-governance/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/what-is-ai-verify.png)

AI governance ↗

## What Is AI Verify, and Who Is It For?

What AI Verify checks, how it works and who it is designed for.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/what-is-ai-verify/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/what-is-iso-iec-42001.png)

AI governance ↗

## What Is ISO/IEC 42001? The AI Management System Standard Explained

What the AI management system standard covers and how it fits in.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/what-is-iso-iec-42001/)[

![](https://workforcelearning.unitedceres.edu.sg/covers/responsible-ai-at-work.png)

AI governance ↗

## Responsible AI at Work: Privacy, Accuracy and Human Oversight

Practical habits for privacy, accuracy and human checks with AI.

UCC Workforce Learning7 min read ](https://workforcelearning.unitedceres.edu.sg/resources/responsible-ai-at-work/)

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