Start from the work you do.
Six routes through the site, one per audience. Each names the questions that audience brings, walks the chapters, patterns, tools, templates, datasets and figures in the order it needs them, and lists the obligations that matter most to it.
Whatever your route, what AI governance means is the common ground: the definition and the frameworks every route builds on.
Pick your route.
- 01 For engineers ML, platform, MLOps, application and security engineers who build and run AI systems. 22 steps · 9 obligations
- 02 For CISOs and risk leads CISOs, heads of risk, model risk managers, internal audit and third-party risk managers. 20 steps · 9 obligations
- 03 For legal counsel and DPOs In-house counsel, data protection officers, privacy and compliance leads, and contract managers. 18 steps · 9 obligations
- 04 For executives and boards Board members, executive committees, and chief AI, data and technology officers. 13 steps · 8 obligations
- 05 For the public sector Public bodies and operators of public services: CIOs, service owners, procurement and oversight. 20 steps · 8 obligations
- 06 For SMEs and start-ups Small and medium-sized companies and start-ups, most of them buying more AI than they build. 18 steps · 8 obligations
- 07 AIGP candidates The public AIGP body of knowledge read against this site. Not affiliated with or endorsed by IAPP. Route
- 08 Certifications Certifications and assessments in AI governance, and what each one evidences. Route
The questions each audience brings.
Three per route, answered in brief on each hub and in full in the Body of Knowledge.
| Route | Questions |
|---|---|
| For engineers |
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| For CISOs and risk leads |
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| For legal counsel and DPOs |
|
| For executives and boards |
|
| For the public sector |
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| For SMEs and start-ups |
|
Not sure which one?
- The learning path Four stages from foundations to proof, with three ways in by background.
- The Body of Knowledge 24 chapters in five parts, from the definition to the law.
- The obligation register 182 obligations, each with a stable id, its date, its status and its artefact.
- The toolkit 11 browser tools that produce documents; nothing you enter leaves the browser.
- Governing AI agents The agent control plane, its patterns and the threats it holds against.
- What applies now The next three EU AI Act dates and what each switches on, read from the register.
- Frontier labs & evaluators Evaluation environments, runtime safeguards and assurance evidence for frontier AI teams.
Or start with the argument.
The Thesis sets out why governance has to run in the system, not sit beside it.