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AI Governance · Learn

AI Governance: plain-English guides for the people who operate it.

AI governance, explained. AI governance is how an organisation directs, manages, and oversees its use of artificial intelligence so AI is used safely, fairly, transparently, and in line with its obligations and values. It is the cross-cutting category that every specific framework, the EU AI Act, the NIST AI RMF, ISO/IEC 42001, the growing patchwork of US state AI laws, ultimately expresses. Where a framework is one shape governance can take, AI governance itself is the underlying discipline: knowing every AI system you run, assigning clear ownership, classifying risk, applying proportionate controls, exercising genuine human oversight, keeping evidence, and doing so continuously across the lifecycle. The hub is organised into five sections: Foundations (what AI governance is, how it differs from compliance, what good looks like), Building a programme (how to stand one up and run it as an operating model), Vendors and supply chain (assessing AI suppliers and standardising due diligence), Sector (how governance shows up in financial services, the public sector, and other domains), and Comparisons (how the major frameworks line up against each other). These guides target the broad 'what is AI governance' questions that buyers, boards, regulators, and search engines ask, and they are written to be the category answer: plain English, declarative, sourced, and kept current. They sit deliberately alongside the framework-specific hubs so a team can govern its AI once and answer the questions any regulator or customer raises, on either side of the Atlantic.

Guides

What to read first.

AI Governance · Foundations
What is AI governance?
A clear definition of AI governance, what it covers, why it matters now, and how it relates to the frameworks and laws that shape it.
6 min readRead guide →
AI Governance · Foundations
What is an AI governance framework?
What an AI governance framework is, what it provides, and how the major frameworks and laws fit together.
6 min readRead guide →
AI Governance · Foundations
AI governance vs AI compliance: the difference
How AI governance and AI compliance differ, how they relate, and why governance is the broader, more durable practice.
6 min readRead guide →
AI Governance · Foundations
What good AI governance looks like in 2026
A picture of what good AI governance looks like in practice in 2026, from a complete inventory to continuous, evidenced oversight.
7 min readRead guide →
AI Governance · Building a programme
How to build an AI governance programme
A step-by-step guide to building an AI governance programme, from inventory through controls to a continuous operating model.
7 min readRead guide →
AI Governance · Vendors and supply chain
How to assess your AI vendors for governance and risk
How to assess AI vendors for governance and risk, including what to ask, what evidence to expect, and how to manage AI supply-chain risk.
7 min readRead guide →
AI Governance · Vendors and supply chain
The AI vendor due-diligence questionnaire every enterprise should use
A definitive AI vendor due-diligence questionnaire for enterprises, organised by theme, to assess AI suppliers consistently for governance and risk.
7 min readRead guide →
AI Governance · Building a programme
Building an AI governance operating model that scales
A guide to designing an AI governance operating model that scales, covering roles, workflows, the central record, and how central and local functions divide the work.
7 min readRead guide →
AI Governance · Building a programme
How to govern AI agents, not just models
A guide to governing AI agents, covering why they differ from models and how to manage their permissions, oversight, traceability, and accountability.
6 min readRead guide →
AI Governance · Comparisons
AI governance frameworks compared: EU AI Act vs NIST vs ISO 42001
A master comparison of the three main AI governance instruments, the EU AI Act, NIST AI RMF, and ISO 42001, covering their nature, focus, and how they fit together.
7 min readRead guide →
AI Governance · Foundations
What is AI TRiSM?
An explainer of AI TRiSM (AI Trust, Risk and Security Management), what the category covers, and how it relates to AI governance.
6 min readRead guide →
AI Governance · Sector
AI governance in financial services: what regulators now expect
A guide to AI governance in financial services, covering the heightened regulatory expectations, the key risk areas, and how firms can build a defensible practice.
7 min readRead guide →
AI Governance · Sector
AI governance in healthcare: managing risk and compliance
A guide to AI governance in healthcare, covering the patient-safety stakes, the key risk and compliance areas, and how to build a defensible governance practice.
7 min readRead guide →
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AI Governance · indicative readiness
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Applicability
Applies to your AI use
What's expected
Risk classification · governance · documentation · oversight
Where you stand
Banded result · pointed to the gaps that matter most
Result
On-screen, free · optional PDF
Pre-scoped to AI Governance~ 5 MIN