This exam was retired by the vendor on June 30, 2026.
AI-102 can no longer be scheduled. The practice material below remains available for reference and for learners studying the underlying skills. See Microsoft's current AI certifications
Microsoft certification practice
Practise Microsoft Azure AI Engineer Associate AI-102 across all 8 official exam domains — Implement an agentic solution, Implement computer vision solutions, Implement knowledge mining and information extraction solutions, Implement natural language processing solutions, and more — with original exam-style questions, full explanations, and wrong-answer analysis. Microsoft certification exams often test whether you can choose the right Azure, Microsoft 365, identity, security or monitoring action for a realistic administrative scenario. Courseiva helps you practise with structured questions and explanations.
Ways to study AI-102
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
New here? Start with this
Start with a 25-question practice test
Covers all 8 domains · takes ~5 min · no account needed · shows your weak areas immediately
Historical facts for the Microsoft Azure AI Engineer Associate AI-102 exam, which the vendor has retired.
Exam cost (historical)
$165 USD / ~£130
Duration (historical)
100 minutes
Question count
40–60 questions
Passing score
700 / 1000
The AI-102 exam validates skills in designing and implementing AI solutions on Microsoft Azure. Candidates demonstrate proficiency with Azure Cognitive Services, Azure OpenAI Service, Azure AI Search, and applied AI services such as Document Intelligence and Azure Bot Service. The certification is aimed at AI engineers who collaborate with data scientists, data engineers, and solution architects. It covers solution planning, implementation, monitoring, and responsible AI practices.
Official prerequisite
None formally required; Azure Fundamentals (AZ-900) recommended
Recommended experience
1+ year of experience building AI solutions on Azure and familiarity with C# or Python
Developers or engineers with at least one year of hands-on experience with Azure AI and Cognitive Services APIs
Should you skip this exam?
Skip if you have no programming background or are brand new to Azure — start with AZ-900 then AZ-204
Courseiva study tip
Prioritise hands-on labs with Azure OpenAI, Cognitive Services, and AI Search; the exam emphasises implementation over theory
UK salary range
£55,000 – £85,000
US salary range
$110,000 – $155,000
Job roles that cite AI-102
What certification to take next
AI-102 was retired by the vendor and can no longer be scheduled or booked. See Microsoft's current AI certifications for the current path.
The exam costs $165 USD (approximately £130 GBP). Microsoft often provides discounts for students and through learning partners.
You need a score of 700 out of 1000 to pass the AI-102 exam.
AI-102 is rated Moderate-Hard. It requires hands-on knowledge of Azure AI services and typically needs 80–120 hours of preparation including practical lab work.
The exam contains between 40 and 60 questions, including multiple choice, case studies, and drag-and-drop items.
It tests your ability to plan and implement Azure AI solutions using Azure Cognitive Services, Azure OpenAI Service, Azure AI Search, Document Intelligence, and Azure Bot Service, including responsible AI practices.
The certification is valid for one year. You can renew it for free online through a renewal assessment on Microsoft Learn before it expires.
AI engineers, developers, and architects who design and build Azure-based AI solutions. You should have programming experience in Python or C# and hands-on Azure AI familiarity.
See how AI-102 stacks up against related certifications.
100% free — no account required
Everything on Courseiva for AI-102 is free — no subscription, no trial, no email wall.
Courseiva Exam Intelligence
Data confidence: BuildingDerived from Courseiva's continuously updated practice dataset: 945 exam-style questions. Updated 2 July 2026.
Question difficulty mix
Average time per question: 93s
10
Exam domains
official blueprint domains covered by the bank
945
Questions
exam-style questions in the AI-102 bank
Practice modes
Choose a mode that matches your current study phase. Use topic practice early on and mock exams closer to your exam date.
All AI-102 Questions
Browse the full question bank organised by domain and difficulty.
Practice Test
Start a 20-question session with a full explanation after each answer.
Mock Exam
Simulate the real exam with a timed, full-length question set.
Quick 25
A 25-question warm-up — ideal for a short daily study session.
Flashcards
Reinforce key terms, commands, and protocol facts with flashcards.
Domain Practice
Focus exclusively on one exam domain to target your weakest area.
50-Question Set
Mid-length practice set covering all domains.
Exam guide
Start with a short practice session, review each missed answer, then return to the topics that caused mistakes.
Microsoft Azure AI Engineer Associate AI-102 spans 8 official exam domains (Implement an agentic solution, Implement computer vision solutions, Implement knowledge mining and information extraction solutions, and more). Questions test whether you can apply each objective in a realistic scenario, not just recall a definition.
Related practice questions
Use these internal links to move from the exam guide into focused topic practice pages.
Practise AI-102 questions linked to Implement an agentic solution.
Practise AI-102 questions linked to Implement computer vision solutions.
Practise AI-102 questions linked to Implement knowledge mining and information extraction solutions.
Practise AI-102 questions linked to Implement natural language processing solutions.
Practise AI-102 questions linked to Implement generative AI solutions.
Practise AI-102 questions linked to Implement agentic AI solutions.
Practise AI-102 questions linked to Implement knowledge mining and document intelligence solutions.
Practise AI-102 questions linked to Plan and manage an Azure AI solution.
Practise AI-102 questions linked to AI-102 fundamentals.
Practise AI-102 questions linked to AI-102 scenario.
Practise AI-102 questions linked to AI-102 troubleshooting.
Practice directory
Every practice set is a unique selection of questions — numbered tests, domain-focused sessions, and topic-specific quizzes.
Showing 8 of 62 tests. See all 62 AI-102 practice tests →
Official blueprint
Target weak areas by practising questions from a single domain. Each domain page shows all questions, difficulty breakdown, and a focused practice session.
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Practise AI-102 questions in this domain →
Deep-dive questions
The most-searched AI-102 questions — each with a detailed explanation, worked example, and full answer breakdown.
Learn the concepts
16 book-style chapters cover every AI-102 objective in plain English. Read the theory here, then test it with practice questions.
Chapter 1
Azure AI Fundamentals and Solution Planning
12 min read
Chapter 2
Managing Azure AI Resources and Security
12 min read
Chapter 3
Responsible and Ethical AI on Azure
12 min read
Chapter 4
NLP Solution Planning and Text Processing with Azure AI Language
12 min read
Chapter 5
Question Answering and Conversational Language Understanding
12 min read
Chapter 6
Translation and Speech Services
12 min read
Chapter 7
Computer Vision: Image Analysis and Classification
12 min read
Chapter 8
Computer Vision: Object Detection, OCR, and Face Services
12 min read
Free study guide
The Courseiva AI-102 study guide covers exam format, the official domain blueprint with weights, a structured study plan, and domain-specific tips for each section. Use it alongside practice questions to build both conceptual depth and exam confidence.
Sample questions
Original exam-style questions — not copied from any exam or dump site. Open a question for the full answer breakdown.
You are building a chatbot for a retail company using Azure OpenAI Service. The chatbot must provide product recommendations based on customer preferences. To ensure the chatbot do…
You are developing a chat application that uses Azure OpenAI Service to answer customer queries. You need to ensure that the model does not generate responses containing internal c…
You are developing a solution that uses Azure AI Language to analyze customer feedback. You need to determine whether the sentiment of a given sentence is positive, negative, or ne…
A company is building a knowledge mining solution using Azure AI Search. They need to extract key phrases from a large set of documents in multiple languages. Which skill should th…
Refer to the exhibit. You are configuring an agent in Azure AI Foundry. The agent fails to start because the specified model is not available in the current Azure OpenAI resource.…
You manage an Azure AI Search solution that indexes documents from Azure Blob Storage. The index must support real-time updates when documents are added or modified. Which approach…
Related certifications
Studying for AI-102? These related Microsoft certifications share concepts and are common next steps.
Microsoft Security, Compliance, and Identity Fundamentals
SC-900 · 1,250 practice questions
Azure Administrator
AZ-104 · 1,049 practice questions
Microsoft Security Operations Analyst
SC-200 · 1,038 practice questions
Microsoft Azure AI Fundamentals
AI-900 · 985 practice questions
Azure Fundamentals
AZ-900 · 981 practice questions
Microsoft 365 Endpoint Administrator
MD-102 · 942 practice questions
Courseiva provides free Microsoft Azure AI Engineer Associate AI-102 (AI-102) practice questions with original exam-style questions, detailed explanations, topic-based practice, mock exams, readiness tracking, and study analytics. Courseiva is an independent platform and is not affiliated with Microsoft.