Are these AI-901 exam dumps?

No. Every question is original — built on the official exam blueprint and backed by free, public, official Microsoft documentation, with every answer linked to the exact official page behind it. We never use braindumps, leaked questions, or paywalled material. If you are looking for the live exam's actual questions, we do not have them, and we would not sell them.

How long do I have access?

12 months from purchase, including all content updates during that time — certification content changes, so we keep it current rather than promising a hollow 'lifetime'. PDFs you download during that period stay yours to keep.

Can I try before buying?

Yes — 16 questions from this bank are free with a free account, in the same player you would use after purchase. Full sample questions with their explanations are also printed on this page.

What kinds of questions are included?

The bank has 218 questions across all four formats: single answer, multi-select, drag-and-drop, hotspot.

What happens when Microsoft updates the AI-901 exam?

We re-check the bank against the new Skills Measured outline and update the questions that need it, then republish. Updates during your 12 months are included at no extra cost. We date our claim against Microsoft's published outline rather than simply saying the pack was "recently updated", so you can check the correspondence yourself.

Yes, before you access what you bought. Because these are digital products delivered immediately, opening a paid question bank or downloading a purchased PDF ends the statutory 14-day withdrawal right — until you do, it is intact. We also refund genuine cases such as a technical failure we cannot fix. The full detail, including exactly what counts as access, is in our Refund Policy.

Microsoft · Fundamentals · AI-901

AI-901 Practice Exams & Study Guide

218 original practice questions across both AI-901 domains — every answer explained and backed by official Microsoft documentation. No dumps, no recycled braindumps: the link to that documentation sits under every answer, so you can check any of it yourself.

Try 16 free questions Already own it? Start practicing

Prepares you for Microsoft Azure AI Fundamentals Exam (AI-901)Matches Microsoft's current AI-901 objectives (15 April 2026)Microsoft's outline →

218

original questions

drag-and-drop & hotspot items

100%

questions with an official source link

Everything in this pack

218 original questions, written from official Microsoft documentation
All four question formats — single answer, multi-select, drag-and-drop, hotspot
3 practice modes — Exam, Review, Domain practice
A weak-area report after every session, scored by official domain
The designed AI-901 Study Guide and Quick Recap card deck (PDF, in the bundle)
Every answer linked to the exact official page behind it
16 free to try right now — no card needed
12 months of access, including every content update we publish in that time
Runs in your browser — nothing to install, no player to configure

Coverage follows the official AI-901 blueprint

Official domain	Exam weight	Our questions
Identify AI concepts and capabilities	40–45%	105
Implement AI solutions by using Microsoft Foundry	55–60%	113

Weights from Microsoft's current Skills Measured outline for AI-901, dated 15 April 2026. Question counts follow the blueprint — never padded to hit a number.

What you'll be able to do

Work through every domain of the AI-901 blueprint, in the official weighting
Find your weak domains before the exam does — every session scores you by domain and unit
Handle all four question formats under time, including drag-and-drop and hotspot
Explain why an answer is right, not just which one it is — and check it against the official page

Judge the quality yourself

Sample question 1

Before sharing support transcripts with an outside vendor, a company must automatically find and remove names, addresses, and phone numbers. Which text analysis capability does this require?

a.Detecting and redacting personally identifiable information (PII)✓ correct
b.Summarizing the transcripts into shorter versions
c.Detecting which language each transcript is written in
d.Synthesizing speech from the transcripts

Why A: (A) Finding and removing private details like names, addresses, and phone numbers is PII detection and redaction. It's a specialized form of entity detection, used to meet privacy requirements. (B) summarization shortens text but doesn't strip out private data, (C) language detection only identifies the language, and (D) speech synthesis produces audio, which is unrelated.

Sample question 2

A company builds an assistant that first retrieves relevant sections from its internal expenses policy and adds them to the prompt, so the model answers from that policy instead of giving a generic reply. Which technique is this?

a.Tokenization
b.Speech synthesis
c.Positional encoding
d.Retrieval augmented generation (RAG)✓ correct

Why D: (D) Retrieving relevant documents and adding them to the prompt so the response is grounded in that information is retrieval augmented generation. (A) tokenization and (C) positional encoding are internal steps in how a model processes text, and (B) speech synthesis produces audio. None of them grounds a response in retrieved content.

Every explanation names why the right answer is right and what each wrong option actually refers to — that's the standard across all 218 questions. Try 16 of them free →

Look inside the AI-901 Study Guide

The real opening of Chapter 1 — how the whole guide teaches. The full guide continues like this, chapter by chapter, with original diagrams and verified questions woven in.

Chapter 1 · free excerpt

What AI Is — and the Five Things It Does

The whole exam depends on one skill: hearing a real-world task and knowing which kind of AI it calls for. Before any Microsoft Foundry mechanics, we draw the map — what artificial intelligence actually is, and the five workload families you'll meet again and again. Every later chapter takes one of these families and shows how you build it. This chapter is the map, and we will return to it often.

Artificial intelligence is software that does things we normally associate with human intelligence. That means understanding what someone wrote or said, making sense of a picture, pulling facts out of a messy document, or producing brand-new content. For a fundamentals exam the goal isn't the mathematics underneath. The goal is a feel for the kinds of tasks AI can take on, and the vocabulary to name them.

Underneath almost every one of those capabilities sits machine learning. Rather than being programmed with explicit rules, a model is trained on large amounts of example data. Training continues until the model can make useful predictions about new input it has never seen. A vision model learns from many labelled images; a language model learns from vast quantities of text. You don't need the training details for this exam — just the idea that an AI capability is a trained model applied to fresh input.

Mental model

A useful way to remember the whole exam: think of AI as a set of senses plus a voice. It can see (computer vision), hear (speech), read and understand (natural language processing), pull the facts out of the clutter (information extraction), and speak and create (generative AI). Five abilities — that's the map.

Figure 1.1 — The five AI workloads in one view. Each family is defined by what it takes in and what it produces. Listen for the right-hand cue in an exam scenario — the input or the goal usually names the workload for you.

Worked example

Walk a mixed scenario the way the exam wants you to — splitting one product into its workloads. A travel company builds a help line. A caller can ask a question out loud (that's speech — recognition). The call is transcribed for the record (speech again — speech-to-text). The transcript is scored for how happy the caller sounded (NLP — sentiment analysis). The assistant drafts a friendly reply to read back (generative AI). And a photo of the customer's paper ticket is used to pull out the booking reference (information extraction). One feature, four workloads — and naming each one is exactly the skill Domain 1 tests.

Excerpt ends here — the full chapter continues with the five workloads in depth, exam traps, and verified practice questions.

Quick Recap — two of the AI-901 cards

A landscape card deck for last-mile review, ending in a Cram Sheet. One chapter card and one of the four Cram Sheet cards:

Chapter card

The five AI workloads

Every question starts here — name the family the task belongs to.

Cram sheet · 1 of 4

The five workloads, in one breath

Generative AI & agents create and converse · Computer vision reads images and video · Speech takes audio in and out · Natural language processing makes sense of written text · Information extraction turns documents and media into structured data.

What the designed PDFs look like

Real pages from the files you download — the polish is part of what you're paying for.

Simple pricing, 12 months of access

Practice Exams

$10.90launch price · 12-month access

✓ 218 original questions across all 2 official domains
✓ All four question formats: single, multi-select, drag-and-drop, hotspot
✓ Exam, Review and Section modes with a weak-area report
✓ Every answer explained and linked to the official Microsoft page behind it

Best value — save $3.90

Complete Bundle

$13.90launch price · 12-month access

✓ Everything in Practice Exams
✓ The designed AI-901 Study Guide (PDF), taught in learning order
✓ The Quick Recap card deck for last-mile review
✓ One purchase, complete preparation
See what's inside ↓

Study Guide + Quick Recap

$6.90launch price · 12-month access

✓ Designed AI-901 Study Guide (PDF) with original diagrams
✓ Quick Recap card deck ending in a cram sheet
✓ Plain-English teaching around precise exam terms
See what's inside ↓

Secure checkout by Stripe · VAT handled · instant access

Introductory launch pricing. The regular price applies after our launch window. Prices shown in USD; local currency and tax shown at checkout.

Who this is for

Anyone sitting AI-901 for the first time and wanting the blueprint covered, not sampled
Retakers who need to find the gap that cost them, rather than re-reading everything
People new to Microsoft cloud, from any background — the guide teaches, it doesn't just quiz
Anyone who wants to check an answer against the official documentation instead of trusting it

Who it isn't for

Anyone looking for the live exam's actual questions. We don't have them, and nobody should be selling them to you — using them puts your certification at risk and teaches you nothing.
Anyone who wants to pass without understanding the material. Every answer here comes with the reasoning and the source, which is slower than memorising and the entire point.

Questions people ask before buying

Are these AI-901 exam dumps?: No. Every question is original — built on the official exam blueprint and backed by free, public, official Microsoft documentation, with every answer linked to the exact official page behind it. We never use braindumps, leaked questions, or paywalled material. If you are looking for the live exam's actual questions, we do not have them, and we would not sell them.
How long do I have access?: 12 months from purchase, including all content updates during that time — certification content changes, so we keep it current rather than promising a hollow 'lifetime'. PDFs you download during that period stay yours to keep.
Can I try before buying?: Yes — 16 questions from this bank are free with a free account, in the same player you would use after purchase. Full sample questions with their explanations are also printed on this page.
What kinds of questions are included?: The bank has 218 questions across all four formats: single answer, multi-select, drag-and-drop, hotspot.
What happens when Microsoft updates the AI-901 exam?: We re-check the bank against the new Skills Measured outline and update the questions that need it, then republish. Updates during your 12 months are included at no extra cost. We date our claim against Microsoft's published outline rather than simply saying the pack was "recently updated", so you can check the correspondence yourself.
Can I get a refund?: Yes, before you access what you bought. Because these are digital products delivered immediately, opening a paid question bank or downloading a purchased PDF ends the statutory 14-day withdrawal right — until you do, it is intact. We also refund genuine cases such as a technical failure we cannot fix. The full detail, including exactly what counts as access, is in our Refund Policy.

Full detail: Refund Policy · Terms · How we build content

The no-dumps promise

Braindump sites recycle stolen exam content — using them risks your certification and teaches you nothing. Every ciply.io question is original: built on the official exam blueprint, backed by official Microsoft documentation, and every answer links the exact page behind it — so you learn why it's right. How we build content →

Every question in this pack maps to Microsoft's published Skills Measured outline for AI-901 — the current outline, dated 15 April 2026. When Microsoft revises it, we re-diff the bank against the new outline. Read Microsoft's outline →

ciply.io is an independent study resource and is not affiliated with, authorized, sponsored, or endorsed by Microsoft. Microsoft Azure AI Fundamentals Exam, AI-901, and related names are trademarks of their respective owners.