CertiOverview
Exam format, the 700 passing score, domain weights, and a study plan.
Study guide · Practice exams
Azure AI Apps and Agents Practice Exams
Build a timed practice exam from 80 original AI-103 questions. Choose the length, difficulty, and domains, then review explanations and a score report that shows where to study next.
Before you start: These are original practice questions for Exam AI-103, not Microsoft exam items. Results show practice points only; they are not converted to an official exam scale. Everything runs in your browser, and nothing is saved, so print or save your score report before you close the page. For background on each topic, see the core notes and flashcards.
Practice exam
Set up an exam, answer every question, then submit to see your score report.
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How these practice exams work
Each exam is drawn at random from the questions that match your settings. Questions are allocated across selected domains in proportion to the filtered pool, using rounded counts. Short sessions and difficulty filters change the mix; the allocation does not promise the distribution of the live exam. Every attempt draws a new set, and answer choices are shuffled unless you turn that option off.
- Choose your settings. Pick the domains and difficulty levels to include, the number of questions, and a time limit.
- Answer like the real exam. Move freely between questions, flag questions to revisit, and use the navigator to find anything you skipped. In Exam mode, the exam submits automatically when time runs out.
- Review your score report. See your overall score, results by domain, difficulty, and question type, the explanation for every question, and advice on which topics to study next.
This bank contains 80 original single-answer multiple-choice questions. Each question has one best answer and an explanation of the relevant distinction. It does not simulate every question format or the Microsoft Foundry portal. Use the practical exercises in the core notes alongside these questions.
Question pool by domain
The 80 questions use shares inside each AI-103 range from the April 16, 2026 study guide that add to 100 percent: 27.5%, 32.5%, 13.75%, 13.75%, and 12.5%.
| Domain | Exam weight | Questions | Beginner / Intermediate / Advanced |
|---|---|---|---|
| 1.0 Plan and manage an Azure AI solution | 25–30% | 22 | 8 / 9 / 5 |
| 2.0 Generative AI and agentic solutions | 30–35% | 26 | 8 / 12 / 6 |
| 3.0 Computer vision solutions | 10–15% | 11 | 4 / 5 / 2 |
| 4.0 Text analysis solutions | 10–15% | 11 | 4 / 5 / 2 |
| 5.0 Information extraction solutions | 10–15% | 10 | 4 / 4 / 2 |
Difficulty levels: Beginner questions check a single distinction, such as which model class fits a narrow task. Intermediate questions apply a control to a short scenario. Advanced questions weigh constraints, missing evidence, or several plausible controls.
How scoring works
- Single-answer multiple choice: one point for the correct selection and zero for an incorrect or blank selection. This bank does not award partial credit.
- Unanswered questions score zero. A blank answer earns no credit, and there is no extra penalty for a wrong answer, so answer everything before time runs out.
- Practice points: points earned divided by points available, shown as a percentage. We do not convert this result into an official scaled score or predict a pass.
In the score report, domains below 75% are marked as focus areas and ordered by impact: a low score in a heavily weighted domain comes first. The 75% and 85% review bands are local study prompts, not official passing or booking thresholds.
Question scope and review
This bank contains 22 planning questions, 26 generative and agent questions, 11 vision questions, 11 text and speech questions, and 10 extraction questions. The allocation is a study design based on the published domain ranges, not a forecast of a live exam.
The official AI-103 study guide defines the scope. The official scoring guidance explains why a practice percentage cannot be treated as a Microsoft scaled score. These independent questions do not reproduce the complete exam experience.
Frequently asked questions
Are these real Microsoft exam questions?
No. Every question is original and written from the public AI-103 study guide. Certicab does not use or distribute leaked exam content.
Can this practice score predict my real exam result?
No. This report describes only the selected practice questions. Official exams use their own scoring methods and different question sets. Use missed concepts, explanations, and hands-on tasks to plan your next review.
How many practice questions should I answer before booking the exam?
Use mixed-difficulty practice to find gaps across every objective, then review all explanations, including correct guesses. Check unfamiliar scenarios and hands-on skills before booking; no practice percentage establishes readiness.
Are my answers saved or sent anywhere?
No. The exam runs entirely in your browser. Answers and results are not stored or sent, so they disappear when you close or reload the page. Print or save the score report if you want to keep it.
Continue the Azure AI Apps and Agents study path
Use your score report to choose what to review next.
Core Notes
Reference notes for planning, agents, vision, language, speech, and extraction.
Flashcards & Memory Notes
40 recall cards in five decks, plus memory notes for planning, agents, and retrieval.
Practice Exams
80 original questions with custom exams, explanations, and a score report by domain.
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