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Doing AI Governance

Join over 4,500 subscribers and learn about the real work of AI governance. Moving beyond theory, we focus on the practical application of AI governance in real-world organisations with case studies, tools, templates and guidance. Led by James Kavanagh - the AI governance practitioner who led governance at both AWS and Microsoft.

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Doing AI Governance | Edition #60: Building an AI Inventory is your First Governance Intervention

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #60 - July 2026 Feature Article #1 Building an AI Inventory is your First Governance Intervention By James Kavanagh Your first meaningful governance intervention is most likely building an AI inventory. It's the first time anyone in the organisation has to sit down and agree, out loud, on what AI is really running and what it's for. That's not an admin task...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #59 - June 2026 Feature Article #1 How I scope compliance obligations for AI governance By James Kavanagh The biggest compliance obligations on your AI systems rarely come from AI regulation. Here's how I work out what actually applies, starting from what the business does, not the law. When practitioners new to AI Governance start scoping their compliance...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #58 - June 2026 Feature Article #1 How I triage AI governance problems By James Kavanagh You get hired to review one AI system. Within hours you find a dozen, and the one everyone's worried about turns out to be the safest of the lot. The systems that should worry you are usually the ones nobody can see. This is the method I use to work out where to start....

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #57 - May 2026 Feature Article A new path to demonstrated practitioner capability in AI governance. By James Kavanagh Law has supervised practice before admission to the bar. Medicine has residency. Engineering has years of oversight by senior engineers before obtaining a charter. Each serious profession recognizes that capability builds in stages, and that...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #56 - April 2026 Feature Article How ready are you to govern AI? By James Kavanagh Certification puts you at the start line, not the finish. It gives you baseline knowledge. What it doesn't give you is the practitioner capability to actually do governance work - the resources to do it well, the influence and judgment that grow from experience. Building that...

Hi Reader, Thank you for being part of the AI Career Pro journey. It means a lot to us. We wanted to let you know that we've just released a new AI Governance Assessment tool. It's free, and takes only 15 minutes to help you assess your capability as a practitioner alongside the governance capacity of your organization. You get your results emailed with tailored recommendations and an analysis of where you stand relative to peers in your region and industry. We built the assessment to help...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #55 - April 2026 Feature Article #1 The biggest risk in AI governance is waiting for the perfect moment to start. By James Kavanagh There have never been more frameworks, more conferences, or more confident agreement that AI governance matters. And yet, it's not clear that the talk is turning into action. I've been in those meeting rooms and conference halls....

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #54 - March 2026 Feature Article Stop Copying Frameworks. Start Translating Them. By James Kavanagh Why writing your AI governance policy by transposing straight from a regulation, standard or framework is a shortcut to failure. And what to do instead. Most organisations approach AI governance the same way. They pick up the EU AI Act, ISO 42001, or the NIST AI...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter #53 - March 2026 Feature Article You Achieved ISO42001 Certification. Welcome to the Start Line. By James Kavanagh The gap between compliance documentation and genuine system-level assurance is where AI governance is falling down. Drawing on the lessons from the tragedy of Grenfell Tower and frontier AI safety case research, this article makes the case that...

This newsletter provides practical guidance, tools and resources for the real work of governing safe, secure and lawful AI. Newsletter 52 - February 2026 Feature Article The Waymo Way of Adaptive Governance By James Kavanagh What AI Governance looks like when it's designed into a system from the ground up, and what separates it from the static governance that failed at Cruise, HireVue, and South Wales Police. Most writing about AI governance begins with failure. This article begins with one...