AI Governance Worked Scenarios

24 situations a governance lead actually faces, each worked through to a decision and settled against the Articles by number. Where the Regulation leaves the answer to a harmonised standard or an implementing act that does not exist yet, the scenario says so instead of filling the gap.

What does the AI Governance Worked Scenarios cover?

• 24 worked situations
• Every decision traced to an Article, by number
• The records each decision has to produce
• Written from the Official Journal text

Which free guides go with this book?

• Who has to build an AI governance framework under the EU AI Act, and what does it have to do?Who builds an AI governance framework under the EU AI Act: provider and deployer duties by role, the dates after the Digital Omnibus, and what to build first.
• What should you ask in an EU AI Act interview, and how should candidates answer?EU AI Act interview questions for employers, recruiters and HR, what a strong answer covers, and how candidates should prepare.
• What does the EU AI Act cover, on one page?A one-page EU AI Act mind map of every part of the law with a mnemonic. Free printable PDF, Markdown for Obsidian and an embeddable PNG.
• Can you pass this 10-question EU AI Act quiz?A 10-question EU AI Act quiz for your phone: multiple choice, instant answers, each one sourced. Share your score; free Anki flashcards.
• Is AI in recruitment and HR high-risk under the EU AI Act, and what must employers do?EU AI Act rules for AI in hiring and HR: Annex III point 4, the Article 26 duties on employers, informing workers, the emotion recognition ban, and the 2027 date.
• What does EU AI Act Article 50 require for chatbots, AI-generated content and deepfakes?Article 50 of the EU AI Act: telling people they are talking to AI, marking AI output, disclosing deepfakes and AI text, the exceptions, and the 2026 dates.
• What must a deployer of AI do under the EU AI Act?EU AI Act duties for organizations that use AI: Article 4 literacy, Article 50 disclosures, the Article 26 high-risk duties, when a FRIA applies, and the 2027 dates.
• What does the EU AI Act require of public authorities using AI?EU AI Act duties for public bodies: high-risk public uses, registering use in the EU database, the mandatory FRIA, legacy systems by 2030, and the 2027 date.
• EU AI Act incident reporting: the two, ten and 15 day deadlines, and which one appliesThe EU AI Act sets 2, 10 and 15 day deadlines for reporting serious incidents with high-risk AI. What Article 73 requires, who reports, and to whom.
• What actually goes in AI technical documentation, and where model cards fitWhat Annex IV of the EU AI Act requires in technical documentation for high-risk AI, how Article 11 makes it mandatory, and where model cards fit.
• Does the EU AI Act apply to your company? The scope test in Article 2Article 2 of the EU AI Act, paragraph by paragraph: who it reaches, how it catches non-EU companies, the exclusions, and a decision sequence to run.
• An EU AI Act compliance checklist, built from the Articles rather than from opinionAn EU AI Act compliance checklist where every question cites its Article: scope, prohibited practices, high-risk classification, requirements and roles.
• Is your AI system high risk? Article 6 and Annex III, in the Act's own wordsIs your AI system high risk under the EU AI Act? The two routes in Article 6, the eight Annex III areas, the Article 6(3) derogation and how to claim it.
• Software is now a product: what the revised EU Product Liability Directive means for AIThe revised EU Product Liability Directive (EU) 2024/2853 makes software a product, putting AI systems under strict liability alongside the AI Act.
• EU AI Act: every application date and every fine tier, from the Regulation itselfEvery EU AI Act application date from Article 113, as amended in July 2026, and every fine tier from Article 99, from EUR 7.5 million to EUR 35 million.
• The prohibited AI practices under Article 5: eight in force, two more from December 2026The AI practices Article 5 of the EU AI Act prohibits: eight since February 2025, two more from 2 December 2026, and the exceptions written into each.
• Provider or deployer? How the EU AI Act assigns roles, and why it decides your obligationsProvider, deployer, importer or distributor? How Article 3 of the EU AI Act assigns roles, and a decision sequence to place your organization.

How long is the AI Governance Worked Scenarios?

81 pages. Paperback and Kindle.

Which Credential Press line is it part of?

Part of the AI governance line. The AIGP and ISO/IEC 42001 Lead Implementer exams, plus practitioner handbooks on the EU AI Act, each written from the primary texts.

What else is in the AI governance line?

• AIGP Exam Guide, Artificial Intelligence Governance Professional
• AIGP Practice Questions, 198 questions with full rationales
• AI Governance Framework, Building one that survives the EU AI Act
• ISO 42001 Lead Implementer Exam Guide, PECB Certified ISO/IEC 42001 Lead Implementer
• ISO 42001 Lead Implementer Practice Questions, Practice questions with full rationales, weighted to the published domains

What people search for when they are looking for this

Measured US monthly search volume, from Ahrefs, pulled in August 2026. It is here because a reader deciding between books deserves to know how small some of these markets are: a thin keyword is not a thin subject.

• eu ai act, no measured volume
• ai governance, no measured volume
• ai act compliance, no measured volume
• ai compliance book, no measured volume
• ai governance and risk management, no measured volume
• ai regulation, no measured volume
• eu ai act adam jabbar, no measured volume

Questions readers ask about the AI Governance Worked Scenarios

Which AI governance scenarios does it cover?

Prohibited practices, high-risk classification, risk management, training data, human oversight, serious incidents, transparency, general-purpose models, conformity assessment, registration, sandboxes, market surveillance and penalties. Every one is decided against the Articles.

Does it cover AI Act provider and deployer duties?

Yes. One scenario buys a high-risk system and becomes its provider. Another works through a deployer's fundamental rights impact assessment.

What about prohibited AI practices?

Scenario 3 deals with a prohibited practice found in a live product.

Are these AI governance case studies real?

No. Every organization in them is hypothetical. The law they are decided against is real: Regulation (EU) 2024/1689 as amended by Regulation (EU) 2026/1744.

Is it current for EU AI Act compliance after the Omnibus?

Yes. The Omnibus, in force since 27 July 2026, moved the high-risk rules to 2 December 2027 for Annex III systems and 2 August 2028 for Annex I systems, and the scenarios follow it.

Does it cover general-purpose AI models?

Yes. One scenario is a chatbot that turns out to be a general-purpose model, and another is a general-purpose model with systemic risk.

Does it cover penalties?

Yes. Scenario 23 works through penalties, and how the ceiling is actually calculated.

Does the EU AI Act apply to UK companies?

It can. Scenario 1 buys a recruitment tool from a vendor established outside the Union. Scenario 13 works through Article 54(1), which requires a general-purpose model provider established in a third country to appoint an authorized representative in the Union.

How should I use it?

Read the situation and stop. Write down what you would do and which Article you would rely on. Then read the working.

Do I need the main book too?

This is the companion to AI Governance Framework, which works through the Regulation article by article.

Is AI Governance Worked Scenarios on sale yet?

Yes. It is on sale on Amazon in paperback and Kindle editions.

How long is it?

81 pages. Paperback and Kindle.

Who is it for?

Anyone preparing for the examination it covers, and the trainers and librarians supporting them. It assumes you are a working professional paying for the exam yourself and studying in the evenings.

What is it written from?

the exam board's own published blueprint, and the primary text of the law, standard or framework the exam tests. Not from a summary, not from another preparation book, and not from a model's memory. Each source is listed at the back with the date it was checked.

How is it weighted?

By the exam board's own published blueprint. A domain that carries more of the exam gets more of the book, so you can see where the marks are before deciding where your evenings go.

Will it tell me the pass rate?

No. the exam board does not publish one for this exam, and this book states nothing it cannot trace.

Is it a substitute for the standard or the law?

No. Where the exam tests a paid standard, you will need your own licensed copy, and the book says so rather than pretending otherwise. Where the law is public, the book teaches from its own text and cites it.

Is Credential Press independent of the exam board?

Yes, and that cuts both ways. Credential Press is an imprint of Verity AI Ltd. It has no affiliation with the exam board, no sponsorship from it and no endorsement by it, and it has no inside knowledge of the exam either. Trademarks are used only to identify the examination the book prepares you for.

What happens if you get something wrong?

Send the chapter, the edition date and the source that contradicts us to hello@credentialpress.com. Confirmed corrections go into the next revision and the edition date moves forward, so readers can tell which one they have.

Can trainers, teams and libraries buy copies?

Yes, through Amazon: the book page links to its Amazon listing. We do not sell direct, offer bulk discounts or send free desk copies. Individual readers can ask for a free reader copy on the free copies page; we ask once for an honest review, and nothing depends on it. Buying for a team? See credentialpress.com/teams.

I searched for 'eu ai act' and found this. Is it the right book?

It is the Credential Press title for that exam. Read the extent and the sources above and decide: this imprint would rather you bought nothing than bought the wrong thing.