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🤖 Certification Exam Guide · Updated

Microsoft AI-901 Exam Guide

Your complete reference for the Microsoft Azure AI Fundamentals certification — exam cost, format, question types, who should take it, prerequisites, and everything in between.

About this guide

What This Exam Guide Covers

This is a 4-page guide — not just this page. Each section shows you exactly what the exam tests on each domain, so you know precisely what to prepare for.

Introduction

What Is the AI-901 Certification?

AI-901 is Microsoft’s refreshed entry-level AI certification for Azure. Passing it earns you the Microsoft Certified: Azure AI Fundamentals badge, a foundation credential that demonstrates you understand both the principles of AI and how to implement AI solutions on the Microsoft cloud platform.

The exam validates conceptual knowledge of AI responsibilities and the practical ability to build AI solutions using Microsoft Foundry, which is the unified Azure platform for deploying models, creating agents, and building AI-enabled applications. It covers generative AI, agentic AI, text and speech analysis, computer vision, and information extraction.

AI-901 replaces the retiring AI-900 (Azure AI Fundamentals), which retires on 30 June 2026. The two exams earn the same badge, but AI-901 is substantially redesigned around Microsoft Foundry rather than individual Azure AI services. If you are starting your preparation in 2026, AI-901 is the exam to target.

Unlike most Microsoft certifications, the Azure AI Fundamentals badge does not expire. There is no annual renewal requirement. Once you pass, the credential stays on your transcript permanently.

Microsoft Certified: Azure AI Fundamentals AI-901 badge
Cert Path

Azure AI Certification Path

AI-901 sits at the Fundamentals level of Microsoft’s AI certification track. It earns the Microsoft Certified: Azure AI Fundamentals credential and serves as a natural stepping stone toward Associate and Expert-level AI certifications.

AI-901 · Azure AI Fundamentals ✦ You are here Entry-level AI certification. Validates conceptual AI knowledge and foundational implementation skills using Microsoft Foundry. No prerequisites required. Certification does not expire.
AI-103 · Azure AI Apps and Agents Developer Associate Associate-level certification for AI engineers who build, manage, and deploy agents and AI solutions using Python and Microsoft Foundry. Covers planning and managing Azure AI solutions, implementing generative AI and agentic solutions, computer vision, text analysis, and information extraction. Requires Python development experience and familiarity with Azure services and generative AI capabilities.
AI-300 · Machine Learning Operations (MLOps) Engineer Associate Associate-level certification for AI engineers setting up MLOps and GenAIOps infrastructure on Azure — together referred to as AIOps. Covers the full model lifecycle using Azure Machine Learning and Microsoft Foundry: training, deploying, evaluating, monitoring, and optimising traditional ML models and generative AI applications. Requires a data science background with Python, entry-level DevOps experience (GitHub Actions, Bicep, CLI), and familiarity with infrastructure as code.
💡 Is AI-901 required before taking AI-103?

No. AI-901 is not a formal prerequisite for AI-103 or any other Microsoft certification. You can sit AI-103 directly if you have the technical skills. AI-901 is useful as a confidence-builder and knowledge check, but it is never mandatory before taking a higher-level exam.

Target Audience

Who Should Take the AI-901 Exam?

AI-901 is designed for people at the beginning of their AI career or anyone who works adjacent to AI solutions and wants a recognised credential to formalise their knowledge. There are no eligibility requirements to register. Anyone can sit the exam.

👨‍💻

Aspiring AI Developers

Junior developers and students who are starting to incorporate AI capabilities into applications and want a Microsoft-backed credential to signal their foundational readiness. AI-901 is explicitly designed for this audience and assumes some Python familiarity.

Cloud Practitioners

IT professionals and Azure administrators who want to extend their cloud skills into AI. AI-901 provides a structured introduction to how AI solutions are built on Azure without requiring deep ML expertise.

📊

Business & Technical Analysts

Analysts, product managers, and decision-makers involved in AI projects who need to understand what Azure AI can and cannot do, how responsible AI principles apply, and how to evaluate AI workloads for their organisation.

Prerequisites

AI-901 Prerequisites & Recommended Background

Microsoft does not enforce any formal prerequisites for AI-901. You can register and sit the exam without any prior certification. However, the exam assumes a certain level of background knowledge, going in without it will make preparation significantly harder:

📌 Not sure what topics the exam actually covers? See the AI-901 Exam Syllabus → for the full breakdown of both domains, their weightings, and all sub-topics.
Prep Tips

How to Prepare for AI-901

AI-901 is a Fundamentals-level exam, but the Foundry-centric redesign means preparation looks different from older AI-900 study guides. Candidates who pass consistently combine three things: knowing exactly what the exam tests, hands-on time in the Foundry portal, and timed practice under exam conditions.

1
Understand the exam inside out

Before studying anything, understand what the exam actually tests and how. AI-901 has two domains with very different characters — Domain 1 is concept and principle-based, Domain 2 is implementation-focused in the Foundry portal.

Domain 2 carries 55–60% of the exam weight, but both domains are independently important. You cannot afford to be weak in either. Knowing the weighting upfront simply helps you plan your time more deliberately rather than spreading effort evenly across everything.

Our domain pages map every sub-topic to the exact type of question you’ll face, based on our analysis of the exam, so you know precisely what to focus on for each topic rather than covering everything in equal depth.

📋 View Exam Syllabus →
2
Get hands-on in Microsoft Foundry

Domain 2 is not a reading exercise. It tests whether you recognise what you actually do in the Foundry portal. Reading about Foundry without touching it puts you at a real disadvantage.

Use the free Azure trial and spend time in the Foundry portal: deploy a model and interact with it in the playground, walk through the Foundry SDK quickstarts in Python, create a single-agent solution, and explore Azure Content Understanding for document and image extraction.

The exam also includes short Python snippets. You are not expected to write code, but you must be able to read a snippet and identify what it does or spot a misconfigured parameter. The SDK quickstarts give you exactly the pattern recognition you need.

🛠 Microsoft Foundry Portal →
3
Practise under exam conditions

Taking full-length timed practice tests is one of the most effective things you can do before exam day.

Practice tests do several things at once:

  • they surface knowledge gaps you didn’t know you had
  • train you to work through 40–60 scenario-based questions within 45 minutes
  • and help you get comfortable with the applied reasoning format before the real exam

Reviewing every wrong answer with its explanation, not just noting the correct option, compounds the benefit significantly. AI-901 distractors are plausible; understanding why the correct answer is better than the second-best option is what separates passing from failing.

Aim for 85%+ on practice tests consistently before booking your exam date.

💻 AI-901 Practice Tests → (coming soon)
Why This Certification

Why Take the AI-901 Exam?

🎟

No expiry — ever

The Azure AI Fundamentals badge is one of the few Microsoft credentials that never expires. Unlike Associate and Expert certs that require annual renewal, you pass AI-901 once and it stays on your transcript permanently.

🚀

Gateway to AI-103

AI-901 establishes the conceptual and Foundry foundation that maps directly onto the AI-103 Azure AI Engineer Associate exam. Candidates who have done AI-901 consistently report that the transition to AI-103 study is significantly smoother.

🌐

Relevant to the 2026 AI landscape

AI-901 was redesigned in April 2026 to reflect how AI is actually built today, through unified platforms like Microsoft Foundry, using agents, multimodal models, and content extraction at scale. The skills it tests are directly applicable to real AI projects.

💼

Signals AI readiness to employers

For candidates entering the job market or transitioning into AI-adjacent roles, a vendor-backed Microsoft AI credential provides a credible, recognisable signal of foundational competency that is increasingly listed as a preference in job postings across cloud, data, and software roles.

2026 Outlook

AI-901 in 2026 — Is It Worth It?

AI-901 launched in beta in April 2026 as a direct replacement for AI-900, which retires on 30 June 2026. Here is the current context you need to make an informed decision about whether to pursue it:

📈

AI skills are the fastest-growing requirement in tech hiring

Across software development, data engineering, cloud architecture, and IT operations, job postings requiring AI familiarity have grown significantly year-over-year. AI-901 is entry-level, but it provides a structured, verifiable proof of that familiarity backed by Microsoft.

🏗

Microsoft Foundry is the platform that matters in 2026

The entire Azure AI ecosystem is consolidating around Microsoft Foundry. AI-901’s Foundry-centric redesign means the skills you learn for the exam are directly applicable to building AI solutions in the real Azure environment — not skills relevant to a now-retired architecture.

💰

Low cost, no expiry, high signal-to-effort ratio

AI-901 requires a few weeks of focused study, costs $99 USD in most regions, and produces a credential that never needs renewal. For the investment involved, it delivers a strong and durable return, especially for candidates at the start of an AI or cloud career.

Exam Structure

AI-901 Exam Format & What to Expect

AI-901 has a specific structure — fixed time limit, a defined score threshold, and a range of question formats. Knowing these before exam day means you can pace yourself correctly and walk in with no surprises.

$99
Exam Fee (USD)
(varies by region)
60 mins
Actual Exam Duration
50–60
Number of Questions
700
Minimum Passing Score
(out of 1000)
💰 Exam Fee
The fee varies by country: $99 USD in the United States, and approximately ₹3691 plus taxes in India. Check the exact fee for your region on the official Microsoft AI-901 certification page before registering.
Duration
The actual exam duration is 60 minutes. This timer starts only after you click “Start Exam.” Before that, you will go through a short survey and experience questions which do not count toward your time. You cannot stop or pause the timer once the exam has started.
Total Questions
Expect between 50 and 60 questions. The exact count varies per session. Questions span multiple choice, scenario-based, drag-and-drop, hotspot, and yes/no formats.
📊 Exam Result
Your result is displayed immediately on screen when you end the test — Pass or Fail, your score out of 1000, and a domain-by-domain performance breakdown showing where you were strong and where you fell short.
📅 Exam Scheduling
AI-901 can be taken in person at a Pearson VUE test centre or online via the OnVUE application from home. Both options are proctored and deliver identical exam content. If taking the exam online, run the system compatibility test provided by Pearson VUE beforehand. A valid government-issued photo ID is required for both formats. Schedule through the official Microsoft AI-901 page.
📄 Certification Validity
The Azure AI Fundamentals certification does not expire. Unlike Associate and Expert certifications, no annual renewal assessment is required. Once you pass AI-901, the badge remains on your Microsoft Learn transcript permanently.
📌 Exam Retake Policy
If you do not pass on your first attempt, you can retake the exam 24 hours later. From the second retake onwards, a 14-day waiting period applies between each attempt. Microsoft allows a maximum of 5 attempts per exam within a 12-month period from the date of your first attempt. Each retake requires paying the full exam fee. You cannot retake an exam you have already passed.
🌐 Delivery Language
AI-901 is available in English, Japanese, Chinese (Simplified), Korean, German, French, Spanish, Portuguese (Brazil), Russian, Indonesian, Arabic (Saudi Arabia), Chinese (Traditional), and Italian. If your preferred language is not available, you can request an additional 30 minutes to complete the exam.
Question Types

Types of Questions on the AI-901 Exam

AI-901 uses a range of interactive question formats. Knowing what to expect before exam day removes anxiety and saves time during the actual test.

Type 1

Multiple Choice — Single Answer

A question is followed by four options labelled A–D. Exactly one answer is correct. Select the radio button next to your chosen answer. These are the most common question type on AI-901.

💡 Tip: Rule out clearly wrong answers first, then evaluate what remains. On conceptual questions, the answer that most precisely matches a specific Microsoft definition is usually correct.
Question 1 of 48
A company uses a hiring algorithm trained primarily on resumes from male candidates. Female applicants are rejected at a higher rate despite equivalent qualifications. Which responsible AI principle is most at risk?
Type 2

Multiple Choice — Multiple Answers

The question specifies how many answers to select (e.g., “Select two”). Each correct selection earns one point independently.

💡 Tip: The question always states the required number of answers. Never select more or fewer than specified.
Question 2 of 48
Which two capabilities does Azure Content Understanding provide? (Select two.)
Type 3

Yes / No (Statement Evaluation)

A set of statements about a technology or scenario is presented. For each statement, you select Yes (the statement is accurate) or No (the statement is inaccurate). Each row is scored independently.

💡 Tip: These questions often test precise boundaries — what a service can versus cannot do. A statement that is mostly true but contains one inaccuracy is still No.
Question 3 of 48
For each statement, select Yes if the statement is true or No if it is false.
StatementYesNo
Microsoft Foundry can be used to deploy models and interact with them via a portal playground.
The Azure AI Fundamentals certification requires annual renewal.
Azure Content Understanding can extract information from video files.
Type 4

Drag and Drop

A list of items appears on the left side of the screen. An “Answer Area” with empty target boxes appears on the right. You drag each item from the left and drop it into the correct box on the right. Items may be used once, more than once, or not at all.

💡 Tip: Work through the ones you are most confident about first, then use the remaining options to fill in the rest. Not all items on the left will necessarily be used.
Question 4 of 48
Match each AI task to the appropriate Azure service. Drag services from the left to the correct task on the right.
Available Services
⠿ Azure AI Language
⠿ Azure AI Speech
⠿ Azure Content Understanding
Answer Area
Extract sentiment from reviews: Azure AI Language
Convert spoken audio to text: Drop here
Extract data from scanned invoices: Drop here
Type 5

Dropdown — Complete the Sentence

A sentence or short paragraph is presented with a dropdown menu. You select the option that correctly completes the sentence.

💡 Tip: Read the full sentence before opening any dropdown — the surrounding context often eliminates two or three options immediately.
Question 5 of 48
Select the answer that correctly completes the sentence.

Answer Area

Ensuring that human reviewers oversee AI-generated decisions and remain responsible for the final output is an example of the Microsoft responsible AI principle of [see dropdown below].

Select an option
accountability
fairness
privacy and security
transparency
Type 6

Code Completion — Drag and Drop

A scenario is described, followed by a code block with blank slots. A list of values appears on the left. You drag the correct value into each blank slot in the code. Values may be used once, more than once, or not at all.

💡 Tip: Read the scenario carefully before touching the code — the variable names and resource names in the scenario map directly to the correct values. Each slot is scored independently.
Question 6 of 48
You have a Microsoft Foundry project named project1 that contains an Azure OpenAI resource named Resource1. To Resource1, you deploy a gpt-4.1-mini model by using a model deployment named my-mini-gpt. You need to connect to my-mini-gpt from an application.
How should you complete the Python code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all.
NOTE: Each correct selection is worth one point.

Values
⠿ gpt-4.1-mini
⠿ my-mini-gpt
⠿ project1
⠿ resource1
Answer Area
client = OpenAI(api_key="...",
base_url="https://
Value
.openai.azure.com/openai/v1/",)
response = client.responses.create(
model="
my-mini-gpt
",
...
)
FAQs

AI-901 Frequently Asked Questions

What is the difference between AI-901 and AI-900?

AI-900 tested conceptual knowledge of individual Azure AI services such as Azure Cognitive Services, Azure Machine Learning, and Azure Bot Service. AI-901 replaces AI-900 and is redesigned around Microsoft Foundry — the unified platform for building, deploying, and managing AI solutions on Azure. AI-901 tests your ability to deploy models, build lightweight AI applications using the Foundry SDK, create agents, and implement information extraction with Azure Content Understanding. Both exams earn the same Microsoft Certified: Azure AI Fundamentals badge. AI-900 retires on 30 June 2026.

How difficult is the AI-901 exam?

AI-901 is a Fundamentals-level exam and is considered beginner-friendly compared to Associate or Expert-level certifications. The exam does assume basic Python readability, some familiarity with cloud concepts, and hands-on time in the Foundry portal for the implementation domain. Candidates with no Azure or Python exposure at all will find preparation harder. Most candidates with some technical background can prepare in three to four weeks of focused study.

Does the AI-901 certification expire?

No. The Azure AI Fundamentals badge does not expire. Fundamentals-level Microsoft certifications are permanent — no annual renewal assessment is required. This is different from Associate and Expert certifications, which require a free annual renewal via Microsoft Learn.

Do I need coding experience to pass AI-901?

You need basic Python readability. The exam presents short Python code snippets using the Foundry SDK and expects you to interpret them — you are not asked to write code from scratch. If you have no Python experience, spending a few hours on Python basics (variables, function calls, basic syntax) before starting AI-901 preparation is recommended.

What is Microsoft Foundry?

Microsoft Foundry (also called Azure AI Foundry) is Microsoft’s unified platform for building, deploying, and managing AI solutions on Azure. It consolidates model deployment, agent creation, multimodal AI capabilities, and Azure Content Understanding into a single portal and SDK. AI-901 was redesigned around Foundry because it is the primary platform for building Azure AI solutions in 2026. The Implement AI solutions by using Microsoft Foundry domain accounts for 55–60% of the exam.

What prerequisites are required for AI-901?

There are no enforced prerequisites. Anyone can register and sit AI-901 without any prior Microsoft certification. Microsoft recommends familiarity with Python syntax, core cloud concepts (storage, compute, authentication), and basic Azure portal navigation. AZ-900 is helpful background but is never mandatory.

Should I take AI-900 or AI-901?

If you are starting preparation in 2026, take AI-901. It earns the same badge as AI-900, and AI-900 retires on 30 June 2026, after which AI-901 will be the only route to the Azure AI Fundamentals credential. If you are already close to completing AI-900 preparation before the retirement date, finishing AI-900 is a perfectly valid choice — the badge is identical.

Is AI-901 worth it in 2026?

Yes — particularly for candidates at the start of an AI or cloud career, or anyone in a technical role adjacent to AI projects. AI-901 provides a structured, Foundry-aligned foundation that is directly applicable to real Azure AI development in 2026. The credential never expires, costs a few hundred dollars in most regions, and serves as a clear signal of AI readiness to employers. It also provides a solid foundation for advancing to AI-103 (Azure AI Engineer Associate).

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