Doing AI Governance

Building AI governance while building AI

Real AI governance needs both practitioner capability and organisational capacity, built together through messy practice. Stop waiting. Start building, start learning, and design your governance to evolve alongside the systems it is meant to govern.

Governance

The biggest risk in AI governance is waiting for the perfect moment to start

We have more frameworks, standards, principles, and conference panels than ever. What we don't have is enough organisations with capacity to govern their AI systems, and enough capable practitioners to do the work.

Governance

Prepare for and Pass the AIGP Exam in 21 days

A practical guide to achieving the IAPP AIGP Certification in 21 days using the AI Career Pro Exam Prep course, by precisely focusing on the 2026 IAPP Body of Knowledge v2.1.

Governance

Stop Copying Frameworks. Start Translating Them.

Why writing your AI governance policy by transposing straight from a regulation, standard or framework is a shortcut to failure. And what you can do instead.

Governance

The EU AI Act. I'm convinced it was written by Kafka

As an engineer reading the EU AI Act, I see so many requirements that look rational in isolation, but put together are incoherent and disconnected from the reality of AI systems in use.

Governance

The real work that comes after ISO42001 Certification

The gap between compliance documentation and genuine system-level assurance is where AI governance is falling down. Other industries learned this lesson the hard way.

Governance

Demonstrably Safe: The Waymo Way of Adaptive Governance

Most writing about AI governance begins with failure. This article begins with the most impressive safety record of any autonomous system, and asks what approach to governance makes it possible.

Governance

Green Lights & Guardrails: Crafting Your AI Use Policy — Part 1

How to guide and encourage AI throughout your organisation within practical guardrails that encourage safe, secure and lawful use of AI. Part 1

Operational

Writing Your AI Use Policy — Part 2

How to guide and encourage AI throughout your organisation within practical guardrails that encourage safe, secure and lawful use of AI. Part 2.

Operational

Creating your AI Risk Management Policy

How to structure an AI Risk Management Policy that makes risk identification, assessment, and treatment part of everyday organisational practice.

Governance

Creating your AI Governance Policy

How to create a straightforward, practical AI governance structure and policy that defines accountabilities and governance mechanisms. Most importantly, one that works.

Operational

Avoiding the 5 biggest mistakes writing AI Governance policies

How to write effective AI Governance policies while avoiding the worst mistakes that could undermine the success of your governance initiatives.

Doing AI Governance

Insights and practical resources for your organisation and career governing safe, secure and lawful AI.

Building AI governance while building AI

The biggest risk in AI governance is waiting for the perfect moment to start

Prepare for and Pass the AIGP Exam in 21 days

Stop Copying Frameworks. Start Translating Them.

The EU AI Act. I'm convinced it was written by Kafka

The real work that comes after ISO42001 Certification

Demonstrably Safe: The Waymo Way of Adaptive Governance

Green Lights & Guardrails: Crafting Your AI Use Policy — Part 1

Writing Your AI Use Policy — Part 2

Creating your AI Risk Management Policy

Creating your AI Governance Policy

Avoiding the 5 biggest mistakes writing AI Governance policies

FREE Introductory Course