📋 2026 Edition · Updated November 2026

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Study Guide 2026

Q: How long does it take to prepare for the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam?

Most candidates with relevant background take 4-8 weeks studying 1-2 hours daily. Beginners may need longer depending on their current knowledge and experience.

Q: What is included in the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide?

The study guide covers the exam syllabus, domain-wise topics, study roadmap, preparation strategy, exam tips and links to practice, mock exams, readiness testing and other preparation resources.

Q: Is this Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide enough to pass the exam?

The study guide is designed to organize your preparation around the exam syllabus and domains. Candidates should also use practice questions and timed simulations to test their ability to apply what they have learned.

Q: Can beginners use this Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide?

Yes. The guide can be used to understand the exam domains, identify the topics to study and follow a structured preparation roadmap.

Q: How many practice questions should I do?

There is no universal number that guarantees readiness. Focus on understanding why answers are correct or incorrect and use timed practice to identify gaps in your preparation.

Q: How can I identify my weak areas?

Use the Edureify readiness diagnostic to assess your preparation and identify weaker exam domains before deciding where to spend additional study time.

Complete exam coverage for the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103): syllabus, domains, key topics, study plan and practical exam preparation strategy.

40-60

Questions

120 min

Duration

700

Passing score

Domains

Start Practice Test & Get My Study Plan Take Readiness Diagnostic

Your readiness score - take the free diagnostic to unlock your personalised analysis

Overall readiness (locked)

Plan and manage an Azure AI solution

Implement generative AI and agentic solutions

Implement computer vision solutions

Implement text analysis solutions

Implement information extraction solutions

Run 10-Minute Free Diagnostic →

Exam at a Glance

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Exam Overview

Key facts about the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam structure, format and scoring.

🆔

azure-ai-engineer-associate-ai-103

Exam code

📝

40-60 questions

Total questions

⏱

120 minutes

Duration

🎯

700

Passing score

📋

5 domains

Exam domains

🏆

Certification

Credential type

ℹ️

Scoring method: Microsoft reports results on a scaled score from 1 to 1,000, and 700 or greater is required to pass; the scaled score is not a percentage of questions answered correctly, and items may carry different weights. Microsoft does not publish the split of scored and unscored items. Results are normally shown when the exam ends, with a score report showing performance by skill area; beta exam results are released later.. The exam may include unscored pilot questions - treat every question seriously.

Focus Areas

What should you study for the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam?

Start with the domains that make up the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam. Use the detailed syllabus below to work through the individual topics.

⚠️

Common mistake: Candidates often memorise terminology but struggle with scenario-based questions. Focus on when to use what, not just what exists.

🔐

Plan and manage an Azure AI solution (28%)

Selecting Foundry services and models, setting up deployments, and securing, monitoring and governing AI systems responsibly.

🏗

Implement generative AI and agentic solutions (33%)

Building, evaluating and operationalizing generative AI applications and single- or multi-agent solutions with Foundry.

⚡

Implement computer vision solutions (13%)

Generating and editing images and video and building multimodal visual understanding with responsible AI controls.

💰

Implement text analysis solutions (13%)

Applying language models and Foundry Tools to text analysis, translation and speech workloads.

🔄

Implement information extraction solutions (13%)

Building retrieval and grounding pipelines and extracting structured content from documents with Content Understanding.

Full Syllabus

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Exam Syllabus and Topics

The Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam is divided into 5 domains. Each domain covers specific skills and topics. Expand a domain to see the detailed syllabus.

Choose Foundry Services and Models

Selecting LLMs, small language models and multimodal models

Foundry services for grounding, vector search and agent workflows

Retrieval and indexing approach selection

Memory, tool and knowledge integration for agents

Set Up AI Solutions in Foundry

Azure infrastructure design for AI apps and agents

Deployment options for models and agents

Configuring model and agent deployments

CI/CD integration for Foundry projects

Manage, Monitor and Secure AI Systems

Quotas, rate limits, scaling and cost control

Monitoring drift, safety events and grounding quality

Search index health and relevance monitoring

Managed identity, keyless credentials and private networking

Role-based access policies

Responsible AI for Generative and Agentic Systems

Content safety filters and guardrails

Evaluators and safety evaluations

Trace logging, provenance metadata and approval workflows

Agent oversight modes and tool-access controls

~17 questions

28 marks

28% of exam weight

Build Generative Applications with Foundry

Deploying and consuming LLMs, code and multimodal models

Retrieval-augmented generation (RAG) in applications

Tool-augmented and multistep reasoning workflows

Evaluating apps for fabrications, relevance, quality and safety

Connecting apps to a Foundry project with Foundry SDKs

Build Agents with Foundry

Agent roles, goals, conversation tracking and tool schemas

Retrieval, function calling and conversation memory

Integrating APIs, search and custom functions as agent tools

Orchestrated multi-agent solutions

Safeguards and approval flows for autonomous workflows

Agent monitoring, evaluation and error analysis

Optimize and Operationalize Generative AI

Prompt engineering and model parameter tuning

Reflection, chain-of-thought evaluation and self-critique loops

Tracing, token analytics and latency breakdowns

Orchestrating multiple models and hybrid rules engines

~20 questions

33 marks

33% of exam weight

Image and Video Generation

Text-to-image generation with reference media

Text-to-video generation

Inpainting and mask-based image edits

Editing generated videos

Generation and editing controls

Multimodal Understanding Workflows

Image captioning and visual question answering

Alt-text and accessible image descriptions

Azure Content Understanding in Foundry Tools for visual extraction

Video analysis and object or region detection

Single-task and pro-mode Content Understanding pipelines

Responsible AI for Multimodal Content

Classifying unsafe visual content

Indirect prompt injection through embedded image text

Watermarks and brand or symbol policy rules

Flagging potentially inappropriate content

~8 questions

13 marks

13% of exam weight

Language Model Text Analysis

Entity, topic and summary extraction to structured JSON

Sentiment, tone and sensitive content detection

Azure Translator in Foundry Tools and LLM translation

Customizing outputs for domain tasks such as compliance summaries

Speech Solutions

Speech to text and text to speech for agents

Speech as an agent modality and custom speech models

Multimodal reasoning over audio input

Speech translation with language models and Foundry Tools

~8 questions

13 marks

13% of exam weight

Retrieval and Grounding Pipelines

Ingesting and indexing documents, images, audio and video

Semantic, hybrid and vector search for grounding

Built-in and custom enrichment skills

RAG ingestion with OCR

Connecting retrieval to agent tools

Document Content Extraction

OCR, layout analysis and field extraction pipelines

Grounded representations for agents and RAG

Content Understanding analyzers for structured or markdown output

Preparing extracted content for downstream reasoning

~7 questions

13 marks

13% of exam weight

Study Plan

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Structured Study Roadmap

Choose a preparation timeline based on how much time you have available. For a plan based on your actual readiness and weak domains, use the personalised Edureify study experience. Get My Training Plan →

Weeks 1-2

Core Services + Highest-Weighted Domain

Deep-dive into the most heavily tested domain. Spend more time here when its exam weight is significantly higher.

Official exam guideDomain 1 completeCore conceptsPractice questions

Week 3

Domain 2 - Hands-on Practice

Focus on scenario-based study and reinforce concepts through practical application where applicable.

Domain 2Scenario walkthroughsHands-on practicePractice questions

Week 4

Domain 3 - Deeper Concepts

Work through complex concepts and decision scenarios.

Domain 3Scenario drillsPractice examReview

Week 5

Remaining Domains + Weak Area Targeting

Identify your weaker domains and spend focused time closing those gaps.

Remaining domainsDiagnosticTargeted reviewStudy notes

Week 6

Full Simulations + Final Preparation

Use timed simulations to test your preparation and review the reasoning behind incorrect answers.

Full mock examsWrong-answer reviewFinal reviewExam logistics

Exam Strategy

Tips to pass Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) on your first attempt

Practical advice for applying what you know, managing questions and preparing for exam conditions.

🗓

Generative AI and agentic solutions (30-35%) is the largest domain: build at least one RAG app and one multi-agent solution in a Foundry project using the Python SDK before you book.

🔍

Planning and managing the solution is another 25-30%; know managed identity, keyless credentials, private networking, quotas and content safety configuration, not just model calls.

⏭

Study with current Microsoft Foundry and Foundry Tools names and the AI-103 study guide dated April 16, 2026; AI-102 material leaves the agent domains largely uncovered.

📊

The exam page gives 120 minutes and notes interactive components, so practise in the Microsoft exam sandbox and pace yourself for case studies.

🔁

You need 700 on a 1-1,000 scale; when the exam is in beta, results are not released immediately, so plan certification deadlines accordingly.

Recommended Resources

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Study Resources

Use a focused set of resources alongside the study guide rather than trying to study from everything available.

Official

Official Exam Guide

Start with the authoritative exam objectives and blueprint.

→ Vendor website

Practice Tests

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Practice Test

Practice questions with explanations and domain-level performance analysis.

→ Start free practice test

Mock Exam

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Mock Exam

Timed preparation under realistic exam-style conditions.

→ Take free mock exam

Training

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Certification Training

Structured preparation with personalised learning support and adaptive practice.

→ Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) certification online training

AI Tutor

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) AI Tutor

Get help understanding concepts and work on weak areas with AI-powered learning support.

→ Try Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) AI tutor

Reference

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Cheat Sheet

Quick-reference summaries for final revision.

→ Get free cheat sheet

Diagnostic

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Readiness Test

Assess your preparation and identify weaker exam domains.

→ Check my readiness

⚠️

Avoid brain dumps. Sites selling real or stolen exam questions may violate certification-provider rules and can leave candidates studying outdated material.

Reviews

What candidates say after passing

FAQ

Frequently asked questions about Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)

How long does it take to prepare for the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam?

Most candidates with relevant background can structure their preparation over several weeks, depending on their existing knowledge, available study time and exam difficulty. Use the study roadmap above as a starting point and use the readiness diagnostic to identify where you need more preparation.

What is included in the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide?

The guide covers the exam overview, domains, detailed syllabus and topics, study roadmap, exam preparation tips and links to practice, mock, readiness, cheat-sheet, AI Tutor and training resources.

Is this Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide enough to pass the exam?

The guide is designed to organize your preparation around the exam syllabus. You should combine it with practice questions and timed simulations so that you can test both your knowledge and your ability to apply it.

Can beginners use this Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) study guide?

Yes. Start with the exam overview and domain breakdown, then work through the detailed topics using the study roadmap. Candidates with less experience may need additional time for foundational concepts.

How can I identify my weak areas?

Take the Edureify readiness diagnostic to assess your preparation and identify the domains where you need to focus more.

How does AI improve my preparation?

Edureify AI can help explain concepts, identify weaker areas from practice performance and support a more personalised preparation process.

Ready to prepare for Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)?

Find your weak areas and build a more focused preparation plan.

Start My Free Diagnostic →

95% first-attempt pass rate47,000+ candidates4.9★ ratingNo credit card needed

Keep Learning

Related Artificial Intelligence & Machine Learning Certification Study Guides

Explore related certification study guides within this category.

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Study Guide 2026

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Exam Overview

What should you study for the Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) exam?

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Exam Syllabus and Topics

Know if you'll pass Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) before exam day

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Structured Study Roadmap

Tips to pass Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) on your first attempt

Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103) Study Resources

What candidates say after passing

Frequently asked questions about Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)

Ready to prepare for Microsoft Certified: Azure AI Apps and Agents Developer Associate (AI-103)?

Related Artificial Intelligence & Machine Learning Certification Study Guides