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AI · Microsoft · Fundamentals

Microsoft Azure AI Fundamentals

AI-901 practice

Microsoft's entry-level exam for building AI solutions on Azure. Practice what it tests: responsible AI principles, how generative models work and how to choose and deploy one, prompts and agents in Microsoft Foundry, and text, speech, vision and information-extraction workloads. Every question is original and maps to Microsoft's current skills outline.

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405Questions
2Domains
20Sections
80%To Pass

What you'll study

Every section follows the official AI-901 exam outline. Click a domain to see its sections.

The responsible AI principles of fairness, inclusiveness, reliability, safety, privacy, security, transparency and accountability, then how generative models work, choosing and deploying a model and setting its parameters, and spotting common workloads in text analysis, speech, computer vision, image generation and information extraction.

1-01 Fairness & inclusiveness
17 questions
1-02 Reliability & safety
17 questions
1-03 Privacy & security
17 questions
1-04 Transparency & accountability
17 questions
1-05 How generative AI models work
17 questions
1-06 Choosing the right model
17 questions
1-07 Model deployment options & parameters
17 questions
1-08 Common AI workload scenarios
17 questions
1-09 Text analysis & speech
17 questions
1-10 Computer vision, image generation & information extraction
17 questions

Hands-on work in Microsoft Foundry: writing system and user prompts, deploying and testing models in the portal, chat and agent client apps, text analysis and Azure Speech apps, vision input and image generation, and pulling information from documents, forms, images, audio and video with Content Understanding.

2-01 System & user prompts
24 questions
2-02 Deploying & testing models in the Foundry portal
24 questions
2-03 Chat clients with the Foundry SDK
23 questions
2-04 Building & testing an agent
24 questions
2-05 Agent client applications
24 questions
2-06 Text analysis applications
24 questions
2-07 Spoken prompts & Azure Speech
24 questions
2-08 Vision input, image generation & vision apps
20 questions
2-09 Content Understanding: documents, forms & images
24 questions
2-10 Content Understanding: audio, video & apps
24 questions

Study, Quiz, Exam

Read the concepts, practice in short rounds, then test yourself on a mock exam with targeted feedback on where you need to focus more. Every question is original and maps to the official AI-901 outline.

1 · Study

Learn the concept first

Short study cards cover each section before you answer a single question.

1-01 · Fairness & inclusiveness
The six responsible AI principles

Microsoft groups responsible AI into six principles, and many questions ask which one a problem touches. Match the problem to its focus: who gets worse decisions, who cannot use the system at all, what users are told, or who answers for it.

PrincipleCore question
FairnessDo similar people get similar outcomes?
InclusivenessCan everyone who should benefit actually use it?
Reliability and safetyDoes it behave consistently and safely, even in odd conditions?
Exam tip
Fairness concerns how users who are served get treated; inclusiveness concerns people shut out entirely, such as by language, input method or disability.
2 · Quiz Try it

Ten-question rounds

Every answer explained. Score 80% and the next section unlocks.

Which responsible AI principle is MOST directly at risk in this screening model?

3 · Exam

Know exactly where to focus

Timed practice exams any time, with a study plan built from your mistakes.

760 / 1000 Likely pass
Pass mark 700
4Blind spots: sure, but wrong
Study next
2-01System & user promptsDrill
1-02Reliability & safetyDrill
Sample result

What to expect on the AI-901

Made for anyone starting to build AI solutions on Azure, even if AI is new to you. A little Python and some familiarity with Azure help, but you don't need to be an expert.

Questions
40–60
typical for most Microsoft exams; no AI-901 count is published
Time
45 min
Microsoft's general time for Fundamentals exams, 65 min seat time
Passing score
700
on a 1–1,000 scale
Question types
Mixed
Microsoft doesn't list them in advance; try the exam sandbox
Where
Online
or at a Pearson VUE test center

Source: Microsoft Learn: Exam AI-901: Microsoft Azure AI Fundamentals, checked October 16, 2026

Where this cert takes you

Real job titles where AI-901 skills are part of the day-to-day work.

Entry-level
$67K – $88K
  • Junior Systems Analyst
  • IT Business Analyst
  • Technical Support Analyst
  • Junior AI Developer
  • Cloud Support Associate
  • Automation Analyst
2 Years Experience
$88K – $120K
  • Systems Analyst
  • AI Solutions Analyst
  • Business Systems Analyst
  • Azure Developer
  • Integration Analyst
  • Solutions Consultant
4+ Years Experience
$125K – $167K+
  • Senior Systems Analyst
  • AI Solutions Architect
  • Lead Business Systems Analyst
  • AI Product Owner
  • Senior Solutions Consultant
  • Technical Program Manager

Ranges based on BLS Occupational Employment & Wage Statistics (May 2025) for Computer Systems Analysts: 10th percentile $67,340, median $105,850, 90th percentile $167,710. Adjusted by metro. AI-901 tests choosing and applying AI services for business needs, which is the work of computer systems analysts; specialist AI engineer and data scientist roles are counted under other occupations. The first role in each column is the most common entry point.

Questions

No. AI-901 has no required prerequisite exam. Microsoft does expect basic Python and some familiarity with Azure resources, and if you're new to cloud, AZ-900 covers that vocabulary. Its CertPrep+ track is completely free.
No. Every question is original, written against Microsoft's published skills outline and checked against Microsoft's documentation. Real exam questions are covered by Microsoft's exam agreement, so any site selling them is selling braindumps.
Pick a domain, then a study section, and answer a ten-question round. Every answer comes with an explanation of why it's right and why the others aren't. Score 80% or better and the next section in that domain unlocks.
Many people prepare in two to four weeks, depending on how familiar Azure and AI concepts already are. CertPrep+ splits the AI-901 into 20 sections, so at one or two a day you can work through the whole bank in about 2 to 3 weeks.
The whole AI-901 track is included with an opnf.sh subscription ($15/month or $120/year), which also includes every Pro course. AZ-900 and AWS Cloud Practitioner are free with no account needed, and a free account saves your progress and unlocks the practice exam.
The price varies by country or region, so see Microsoft's AI-901 exam page for the price where you'll test. That fee is paid to Microsoft. It's separate from CertPrep+, which is a practice tool.
No. Microsoft Fundamentals certifications don't expire, so once you pass AI-901 there's nothing to renew.
It's written to the skills outline that took effect on April 15, 2026. When Microsoft updates the outline, the sections are updated to match.

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Microsoft, Azure, Microsoft Foundry and AI-901 are trademarks of the Microsoft group of companies. opnf.sh is not affiliated with, sponsored by or endorsed by Microsoft. All practice questions are original and are not taken from any Microsoft exam.