AI-901 practice questions — Microsoft Azure AI Fundamentals

The exam

What AI-901 tests

Tests your ability to implement AI solutions using Azure AI Foundry — building generative AI apps, AI agents, text and speech solutions, computer vision applications, and information extraction pipelines with the Foundry SDK.

Who it is for

Built for fundamentals-level candidates

Early-career AI developers beginning to build AI solutions in Azure. Requires conceptual AI knowledge, foundational technical skills, Python coding syntax familiarity, and basic Azure resource familiarity. You should be comfortable writing code and using SDKs.

What it covers

The official domains, weighted as the exam weights them.

Your readiness map in the app is organised the same way, so what you see here is exactly what you study against.

AI Concepts & Responsibilities
43%
Implement AI Solutions with Foundry
58%

What Preppio gives you

Signal, not vibes.

631 questions

Across every domain above, in 5 formats: concept, scenario, ordering, multi-select, matching. Each one explains why the right answer is right and every distractor wrong.

A readiness map

Per domain, whether you are ready, weak, or not started — the same domains and weights as the exam itself.

Winston

Your study partner. He tracks where you are weak and drills exactly that, instead of serving you what you already know.

Try one

One of each format AI-901 uses, from the same bank.

Answer on the page. The explanation appears when you submit; use Next to move through the formats.

Sample 1 · Concept

You are building a generative AI solution for Fabrikam, Inc. that summarizes legal contracts. Testers report that the model sometimes fabricates clauses that do not exist in the source document. You need to reduce the likelihood of fabricated content in the summaries. Which change to the prompt design should you make?

Pick one, then submit.

Sample 2 · Scenario

You are deploying a generative AI model for Adventure Works that assists warehouse staff with equipment safety instructions. You need to ensure the model refuses to generate responses that could cause physical harm if followed incorrectly. Which Azure AI Foundry feature should you configure?

Pick one, then submit.

Sample 3 · Ordering

You are designing a speech-enabled kiosk application for Tailwind Traders retail locations. You need to ensure the solution is inclusive of customers with varying speech patterns, accents, and physical abilities. Which four actions should you perform in sequence?

Drag an item onto another to swap them, or use the arrows, then submit.

1Conduct usability testing with participants representing diverse speech and mobility profiles
2Incorporate alternative input methods, such as touch or text, based on testing feedback
3Identify the range of user groups and accessibility needs the kiosk must support
4Select Azure AI Speech models that support multiple accents and custom speech adaptation

Sample 4 · Multi-select

Select all that apply: You are reviewing a loan-approval model for Woodgrove Bank before production release. Stakeholders require evidence that the model does not disproportionately deny applications from a protected demographic group. The solution must minimize the risk of undetected bias reaching production. Which two actions should you take?

Select all that apply, then submit.

Sample 5 · Matching

Match each fairness assessment tool or technique used in Azure AI Foundry to the purpose it serves:

Pick up a response below, then click a prompt to place it.

Response pool — click to pick up

1 of 5

Study links

Official material

Microsoft Learn: Azure AI Fundamentals (AI-901)learn.microsoft.com Azure AI Foundry Documentationlearn.microsoft.com Azure AI Foundry SDKlearn.microsoft.com Exam Sandboxaka.ms

FAQ

The things people ask about AI-901

How many questions are on the AI-901 exam, and how long is it?

45 questions in 60 minutes.

What score do you need to pass AI-901?

70%, a scaled score of 700.

What does AI-901 cover?

2 domains, weighted as the exam weights them: AI Concepts & Responsibilities (43%) and Implement AI Solutions with Foundry (58%). Your readiness map in the app is organised by the same domains, so what you study against is what the exam tests.

What question formats does AI-901 use?

Five formats: concept, scenario, ordering, multi-select and matching. The practice questions use every one of them, and the sample on this page shows one of each.

Is AI-901 free on Preppio.ai?

AI-901 is on the Single, Dual and All Access plans. You start on the free tier and add it from the plan picker inside the app. Three fundamentals exams (AZ-900, CLF-C02 and CDL) are always free, and the sample on this page is free to try.

Where do the AI-901 practice questions come from?

Every question is generated from the exam's published objectives, then checked for accuracy, answer key and explanation before it is served. Nothing is copied from any exam, questions rotate by how often they have been seen, and they are retired when the objectives change.

AI-901Microsoft Azure AI Fundamentals