GAILGoogle Cloud Generative AI Leader
What the exam covers
Study guide
From Google
About GAIL
A non-technical exam on leading generative AI adoption: what the models can and can’t do, Google’s model family and products, grounding and prompting techniques, and how to run AI initiatives responsibly in a business.
Who it's for. Leaders and decision makers who sponsor or guide generative AI projects.
How to prepare
- Know where Gemini, Imagen and Vertex AI Agent Builder fit, and what grounding adds.
- Hallucination fixes are about grounding and retrieval, not "use a bigger model".
- Expect value-and-risk framing: picking use cases, measuring ROI and human oversight.
Sample GAIL questions
Try these with the answers on the page, then practise the full bank.
- A team wants a model to consistently follow its house style for product descriptions. Which statement correctly contrasts prompt engineering with fine-tuning? Fundamentals of generative AI
- A learning and development lead wants each employee to receive a tailored course outline based on their job family. In the create, summarize, discover, and automate framework, which category fits this request? Fundamentals of generative AI
- In an agent design, which component lets the agent carry out a real-world operation, such as submitting an order to a fulfillment API? Google Cloud’s generative AI offerings
- A marketplace wants to flag user-uploaded product photos that display a brand logo or contain disallowed imagery. Which API handles this? Google Cloud’s generative AI offerings
- A research organization wants staff to load their own reports and papers into a notebook-style workspace, then have Gemini summarize and synthesize across those sources. Which enterprise option provides this? Google Cloud’s generative AI offerings
- Which description of Google's Tensor Processing Units, available within Google Cloud's AI infrastructure, is accurate? Google Cloud’s generative AI offerings
- A bank's security team wants an end-to-end, prescriptive framework covering the protection of its AI systems from design through operation. Which Google-authored framework fits this purpose? Business strategies for generative AI
- An HR department needs an assistant that compresses a 60-page employee handbook into a short digest while keeping the key policies intact. Which use case does this describe? Fundamentals of generative AI
- All 8 sample questions
Questions people ask
Is this GAIL practice exam free?
Yes. All 120 questions, the timed mock exam and the explanations are free, and there's no account to create.
Are these real exam questions?
No. Real exam questions are confidential under the Google Cloud candidate agreement. These are practice questions written to cover the same domains in the same scenario style, each with an explanation of why the answer is right.
How is the GAIL mock exam scored?
Questions are drawn from every domain in proportion to the exam guide, and you get a raw percentage with a breakdown by domain. Google Cloud uses scaled scoring, so treat 75% or more here as a sign you're ready rather than a predicted score.
Where is my progress saved?
In your browser, on this device. Nothing is sent to us apart from the answers you check, and clearing site data resets it.