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A support line needs the caller's spoken request turned into text inside the app as the caller speaks, with partial text appearing before the caller finishes the sentence.
Which Azure Speech capability should the team use?
Answer it and read the explanation →About the AI-901 exam
- Length
- About 45 minutes
- Questions
- 40 to 60 questions
- Passing score
- 700 on a 1,000 scale
- Price
- Set by country; $99 USD in the United States
- Question types
- Multiple choice and other Microsoft item types
- Where you take it
- Online proctored or Pearson VUE test center
- Valid for
- Fundamentals certifications do not expire
- Languages
- English and 12 other languages
AI-901 replaced AI-900. The English version was updated April 15, 2026; check the study guide for changes.
Checked against the provider's certification page and exam guide on 2026-09-15. Providers change fees and formats; confirm before you book. Register for the official exam ↗
What the exam covers
Use the current AI-901 study guide when booking. Its objectives cover AI concepts (40–45%) and implementation with Microsoft Foundry (55–60%).
- Identify AI concepts and capabilities43%
- Implement AI solutions by using Microsoft Foundry57%
Weights are from the provider's published exam guide.
Who this is for. People beginning AI development with Azure resources and basic Python knowledge.
How to study. If your notes say AI-900, compare them with the AI-901 guide. Include hands-on Python and Foundry practice, not just definitions.
Our bank has 50 questions and uses single-answer multiple choice. Official exams may use additional formats. This is an independent practice set.
All 50 practice questions
Open a question to try it and read the reasoning. Related questions may also appear in other relevant tracks.
Identify AI concepts and capabilities 22
- Which Azure Speech capability should the team use?easy
- Which responsible AI principle does that requirement address?medium
- Which Azure Language capability returns that?easy
- Which speech capability should the team evaluate?medium
- Which capability should they use?medium
- Which prompt change most directly reduces those unsupported statements?medium
- Which responsible AI principle is most directly implicated?medium
- Which Azure Language capability should it choose?medium
- Which text capability should it use?easy
- Which capability fits best?medium
- What does this system need beyond a deployed model?medium
- Which deployment type should the team choose?medium
- Which summarization approach fits?medium
- Which responsible AI principle does this finding most directly violate?medium
- What accounts for the difference?medium
- Which deployment type addresses the latency variance?medium
- How should the team indicate which region the model may change?medium
- Which text analysis capability should the team use?medium
- Which responsible AI principle covers those requirements?easy
- Which responsible AI principle is most directly at stake?medium
- Which capability meets the requirement?medium
- Which parameter change best fits the requirement?medium
Implement AI solutions by using Microsoft Foundry 28
- What must the deployment support?easy
- Which Azure Speech capability does the app call?easy
- Which Foundry step comes next?medium
- Which authentication change fits?medium
- Which design keeps the agent from reserving stock nobody asked for?medium
- Which computer vision task fits?medium
- Which Content Understanding analyzer should it try first?medium
- Which model capability does the app need?easy
- Where do the fixed behavior rules belong?medium
- What else does the client need?medium
- What has to happen first?medium
- Which change does Microsoft's guidance recommend?medium
- What should the developer define in Content Understanding?medium
- Which additional evaluator targets the observed defect?medium
- What should the client read to decide which results need human review?medium
- Which Azure Translator operation is the direct fit?medium
- Which change gives the agent the earlier turn?easy
- Which agent tool should be attached?easy
- How should the audio be included in the request?medium
- Which Foundry capability delivers all of this in one analysis?medium
- Which Content Understanding option should the team start with?medium
- Which analyzer configuration produces per-story output?medium
- What should the developer add to the request?medium
- What is the client application failing to do?medium
- Which Foundry portal feature should the developer use?easy
- What should the app check before using the transcript?medium
- Which approach guarantees the schema?medium
- Which request change is most likely to help?medium
Common questions
What can I practice for Microsoft Azure AI Fundamentals?
50 independent single-answer practice questions covering selected topics: Identify AI concepts and capabilities, Implement AI solutions by using Microsoft Foundry. Each includes an explanation and source link.
Is this an official certification or exam dump?
No. AI CertArena writes independent practice scenarios. We are not affiliated with or endorsed by the exam providers, and we do not publish live exam questions.
Does my practice score predict an exam pass?
No. Your score is the percentage correct in this practice set, including skipped questions. Our 80% practice goal is a study target, not an official cut score or calibrated pass prediction.
How should I use this practice bank?
Try a short set, review the explanation for every miss, and repeat those questions later. Use the official exam guide to check topics that this starter bank does not yet cover.
Can I save and share my progress?
Sign in with Google to keep completed attempts and topic evaluations across devices. You can sign in after finishing a set and it still counts. You can also choose to publish a saved practice result and download an image to share. A practice badge is not a vendor credential.