Exam: AI-103

Vendor	Microsoft
Certification	Microsoft Azure AI Apps and Agents Developer Associate
Exam Code	AI-103
Exam Title	Developing AI Apps and Agents on Azure Exam
No. of Questions	67
Last Updated	Jun 02, 2026
Product Type	Q&A PDF / Desktop & Android VCE Simulator / Online Testing Engine
Question & Answers
Online Testing Engine
Desktop Testing Engine
Android Testing Engine
Demo
Price: $25	AI-103 - Bundle Pack Included: Free 90 Days update Printable PDF Desktop & online VCE Simulator Offline & Online Testing Engine Instantly Available Unlimited downloads Buy Now

RELATED EXAMS

AI-103

Developing AI Apps and Agents on Azure Exam
Detail

Certkingdom's preparation material includes the most excellent features, prepared by the same dedicated experts who have come together to offer an integrated solution. We provide the most excellent and simple method to pass your certification exams on the first attempt "GUARANTEED"

Whether you want to improve your skills, expertise or career growth, with Certkingdom's training and certification resources help you achieve your goals. Our exams files feature hands-on tasks and real-world scenarios; in just a matter of days, you'll be more productive and embracing new technology standards. Our online resources and events enable you to focus on learning just what you want on your timeframe. You get access to every exams files and there continuously update our study materials; these exam updates are supplied free of charge to our valued customers. Get the best AI-103 exam Training; as you study from our exam-files "Best Materials Great Results"

AI-103 Exam + Online / Offline and Android Testing Engine & 4500+ other exams included
~~$50~~ - $25 (you save $25)
Buy Now

AI-103 Developing AI Apps and Agents on Azure Exam

The AI-103 Developing AI Apps and Agents on Azure Exam is designed for developers who build, deploy, and maintain Artificial Intelligence applications and intelligent agents using Microsoft Azure AI services. This certification validates the skills required to create AI-powered solutions utilizing Azure OpenAI Service, Azure AI Foundry, Azure AI Search, Azure AI Vision, Azure AI Language, Azure AI Speech, and generative AI technologies.

Candidates preparing for the AI-103 exam learn how to develop enterprise-grade AI applications, integrate large language models (LLMs), create AI agents, implement retrieval-augmented generation (RAG), secure AI workloads, and optimize Azure AI solutions for scalability and performance.

Topics Covered in AI-103 Developing AI Apps and Agents on Azure Exam
Develop Generative AI Applications on Azure
Build AI Agents Using Azure AI Foundry
Azure OpenAI Service Integration
Prompt Engineering Best Practices
Retrieval-Augmented Generation (RAG)
Azure AI Search Configuration
Vector Search and Embeddings
Azure AI Language Services
Azure AI Vision Services
Azure AI Speech Services
Large Language Models (LLMs)
Responsible AI Implementation
AI Content Filtering and Safety
Semantic Kernel Development
Azure SDK for AI Development
Azure AI Foundry Projects
AI Agent Orchestration
Knowledge Grounding Techniques
Fine-Tuning AI Models
Monitoring AI Applications
AI Security and Compliance
Deploying AI Solutions on Azure
AI Application Optimization
Azure Resource Management
AI Workload Troubleshooting

Why Earn the AI-103 Certification?
The AI-103 certification demonstrates expertise in building modern AI-powered applications using Microsoft Azure technologies. Organizations worldwide are adopting generative AI, intelligent agents, and cloud-based machine learning solutions, creating strong demand for certified Azure AI developers.

Benefits include:
Enhanced Azure AI development skills
Recognition as an Azure AI professional
Better career opportunities
Higher earning potential
Expertise in Generative AI technologies
Practical experience with Azure AI services
Knowledge of AI governance and security

Professionals pursuing AI-103 often work as:
AI Developer
Azure AI Engineer
Generative AI Developer
Machine Learning Engineer
Cloud Developer
AI Solutions Architect
Intelligent Agent Developer
AI-103 Exam Preparation Resources

Successful candidates typically prepare using:
Microsoft Learn modules
Azure AI documentation
Hands-on Azure Labs
Practice Tests
Sample Questions
Exam Simulators
Real-world Azure AI projects

Candidates frequently search for AI-103 exam questions, AI-103 practice tests, Azure AI certification study guides, AI-103 dumps, AI-103 exam preparation materials, and AI-103 training resources to improve their chances of passing the exam.

Most Asked Questions on ChatGPT, Google, Copilot, Gemini, DeepSeek, Facebook & YouTube About AI-103
Is AI-103 difficult to pass?
What topics are covered in AI-103?
How many questions are on the AI-103 exam?
What is the passing score for AI-103?
Does AI-103 require coding experience?
How long should I study for AI-103?
What Azure services are included in AI-103?
Is Azure OpenAI covered in AI-103?
Are AI agents included in AI-103?
What is RAG in AI-103?
How important is prompt engineering for AI-103?
What are the best AI-103 practice tests?
Is AI-103 suitable for beginners?
What programming languages are useful for AI-103?
How does AI-103 compare with AI-102?
What Azure AI Foundry skills are tested?
What study materials are recommended?
Are AI-103 dumps useful for preparation?
What jobs can I get after AI-103 certification?
Is AI-103 worth it in 2026?

Google Search Snippet
AI-103 Developing AI Apps and Agents on Azure Exam preparation materials, practice tests, study guides, and training resources. CertKingdom provides updated exam questions and learning materials to help candidates prepare efficiently and confidently.

Topic 1, Case Study Contoso, Ltd
Overview
Contoso, Ltd is a multinational retail company that builds, deploys, and manages generative Al and
agent-based solutions by using Microsoft Foundry.
Identity Environment:
Contoso uses Microsoft Entra ID for identity management, authentication, and authorization
capabilities that enable agents to access organizational resources and services.
Contoso recently formed a new Al engineering team named Agent1Dev Team to optimize and
maintain existing Al solutions.
The team collaborates with solution architects, DevOps engineers, and security engineers to design,
implement, monitor, and secure Al applications.
Contoso also has a team named Agent1Test Team that is responsible for validating Al solutions
before the solution deployments.
Generative Environment:
Contoso has a Microsoft Foundry deployment that contains two projects named Project1 and Project2.
Project1
Questions and Answers PDF 2/82
Project1 contains a customer support agent named Agent1 that assists customers with product
inquiries and troubleshooting requests.
Agent1 has the following configurations:
Agent1 uses a base model deployment.
A safety evaluation pipeline is NOT enabled.
Tool invocation approval workflows are NOT enabled.
Conversation memory constraints are NOT configured.
Agent1 interacts with customers by using digital support channels and answers general questions
about Contoso products.
Project1 is deployed to an Azure region located in the European Union (EU).
Agent1Dev Team will use Project1 to optimize and maintain Agent1.
Project2
Project2 contains a deployed video generation model. The marketing department at Contoso has
access to Project2 and plans to use the model to develop a video creation solution.
Development of the solution is incomplete.
Data Environment:
Contoso stores product-related information in Azure resources that support Al applications.
The Azure environment contains an Azure Blob Storage account named storage1 that stores product
detail sheets for all the Contoso products.
The product sheets include specifications, feature descriptions, and product support information that
Agent1 can use to answer customer questions. The product sheets are stored in the PDF format.
Problem Statement:
Contoso identifies the following issues:
Agent1 has only general knowledge of the Contoso products.
A recent chat interaction with Agent1 was analyzed for sentiment. The results of the analysis have
NOT been processed yet.
Agent1 does NOT use the detailed product information in the product sheets stored in storage1 when
responding to customer questions.
The finance department at Contoso reports that vendor invoices must be reviewed manually to
ensure that the invoices match the terms defined in the vendor contracts. The invoices contain
tables, logos, and varied layouts that make the documents difficult to process consistently.
Requirement:
Planned Changes:
Contoso plans to implement the following changes:
Implement a solution for Project1 that analyzes the vendor invoices by evaluating both the visual
layout and the textual content of the invoices, so that the invoice details can be verified against the
vendor contract terms.
Update the base model deployment used by Agent1 and standardize the model version to ensure
continuity and consistent responses.
Enable Agent1 to retrieve and use the detailed product information from the product sheets stored in storage1.
Implement an indexing solution for the product sheets that Agent1 can use to answer customer questions.
Complete the development of the video creation solution.
Technical Requirements:
Contoso identifies the following technical requirements:
The model deployment used by Agent1 must support scalable, high-throughput generative Al
workloads and dynamically scale to handle variable customer support traffic, without requiring
reserved throughput capacity.
The product sheets must be processed by using an indexing pipeline that enables semantic and
vector search, so that Agent1 can retrieve the relevant product information.
Responses generated by using the product sheet information must be relevant, complete, and accurate.
Agent1 must be able to use the product sheets to answer natural language questions about product details.
The model version used by Agent1 must remain consistent to ensure stable responses.
The data processed by the model must remain within the EU.
Safety and Compliance Requirements:
Contoso identifies the following security and compliance requirements:
API keys must NOT be used to access Foundry-deployed models.
Access to the Azure resources must follow the principle of least privilege.
The developers at Contoso must authenticate to Microsoft Foundry resources by using Microsoft Entra authentication.
Access to Project1 must be assigned to the members of Agent1Dev Team by using a security group named SC_Agent1_Dev.
Access to Project1 must be assigned to the members of Agent1Test Team by using a security group
named SC_Agent1_Test.
Agent1 must never reveal customer information, even if a document that contains customer data is
added erroneously to the product sheet repository in storage1.
The product sheets might contain images that include embedded text. Agent1 must be protected
from malicious instructions potentially hidden within the images.
Business Information:
Contoso identifies the following business requirements:
Users that interact with Agent1 must have a personalized experience in future interactions, including
the ability for Agent1 to retain conversation context and recall relevant information from previous
interactions.
Agent1 must answer questions only about the products sold by Contoso.

Question: 1
You need to configure Agent1 to answer customer questions about only the Contoso products.
The solution must meet the business requirements.

What should you do?

A. Apply top-p sampling.
B. Modify the system message instructions.
C. Add few-shot examples.
D. Increase the value of the temperature parameter.

Answer: B

Explanation:
The correct answer is B. Modify the system message instructions. The case study states that Agent1
answers general questions about Contoso products and that the business requirement is for Agent1
to answer questions only about the products sold by Contoso. This is a behavioral boundary for the
agent, so it should be implemented in the highest-priority instructions that define the agent’s role,
allowed scope, and refusal behavior.
Microsoft Foundry guidance states that a system message is used to steer model behavior, define the
assistant’s role and boundaries, and add safety or quality constraints for the scenario. The system
message should instruct Agent1 to answer only when the question concerns Contoso products, use
the configured Contoso product documentation as grounding, and politely refuse or redirect
questions about non-Contoso products.
Top-p sampling and temperature control randomness, not business-domain scope. Increasing
temperature would make responses less deterministic. Few-shot examples can support desired
behavior, but examples alone are weaker than explicit system-level instructions for defining
operating boundaries. Reference topics: system message design, prompt engineering, agent
instructions, response constraints, and grounded generative AI behavior.

Question: 2
You need to configure Agent1 to answer customer questions about only the Contoso products. The solution must meet the business requirements.
What should you do?

A. Apply top-p sampling.
B. Modify the system message instructions.
C. Add few-shot examples.
D. Increase the value of the temperature parameter.

Answer: B

Explanation:
The correct answer is B. Modify the system message instructions. The case study states that Agent1
answers general questions about Contoso products and that a business requirement is for Agent1 to
answer questions only about products sold by Contoso. This requirement defines the agent’s allowed
domain and refusal boundary, so it must be expressed in the agent’s system-level instructions.
Microsoft Foundry guidance states that system messages steer Azure OpenAI chat model behavior
and are used to define the assistant’s role, boundaries, output format, and safety or quality constraints.
The system message should instruct Agent1 to answer only Contoso-product questions, use Contoso
product documentation when available, and decline questions about non-Contoso products. This
directly enforces the intended business scope at the highest instruction level. Few-shot examples can
reinforce desired behavior but are not the primary control for defining mandatory operating
boundaries. Top-p sampling and temperature are decoding controls; they influence randomness and
diversity, not whether the agent restricts answers to a specific product domain. Increasing
temperature would likely reduce consistency. Reference topics: Microsoft Foundry agent instructions,
system message design, prompt engineering, response boundaries, and grounded generative AI behavior.

Question: 3
HOTSPOT
You need to ensure that Agent1Dev Team can access Agent1. The solution must meet the security and compliance requirements.
How should you complete the Python code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
credential = DefaultAzureCredential()
agent = project_client.agents.get(agent_name=myAgent)
The correct authentication option is DefaultAzureCredential() because the case study states that API
keys must not be used to access Foundry-deployed models and that Contoso developers must
authenticate to Microsoft Foundry resources by using Microsoft Entra authentication. It also states
that access to Project1 must be assigned to Agent1Dev Team by using the security group
SC_Agent1_Dev. Microsoft Foundry authentication guidance recommends Microsoft Entra ID for
production workloads because it supports least-privilege RBAC, per-principal auditing, and keyless
authentication. AzureKeyCredential() would violate the no-API-key requirement, and None would
not provide a valid credential.
The correct agent operation is get because the task is to access an existing agent named Agent1, not
create a new version or retrieve a specific published version. Microsoft Foundry SDK examples show
AIProjectClient created with DefaultAzureCredential() and then using project agent operations to
create, retrieve, or interact with agents by name. To meet the compliance requirement, the group
SC_Agent1_Dev must also be granted the appropriate project-scoped Foundry role, such as Foundry
User, for Project1. Reference topics: Microsoft Entra authentication, Foundry RBAC, AIProjectClient,
and project agent access.

Question: 4
You need to recommend an invoice review solution that resolves the issue reported by the finance department.
What should you include in the recommendation?

A. Azure Content Understanding in Foundry Tools
B. chat completions
C. Azure Document Intelligence in Foundry Tools
D. Image Analysis

Answer: A

Explanation:
The correct recommendation is Azure Content Understanding in Foundry Tools. The case study states
that Contoso’s finance department must manually review vendor invoices to verify that invoice
details match vendor contract terms, and that the invoices contain tables, logos, and varied layouts
that make consistent processing difficult. It also states that the planned solution must evaluate both
the visual layout and textual content of the invoices.
Azure Content Understanding is designed for this type of multimodal document-processing
workload. Microsoft describes Content Understanding as a Foundry Tool that processes unstructured
and multimodal content, including documents and images, and transforms it into structured output
for AI applications. It can use document analyzers to extract text, layout, tables, fields, and
relationships from diverse document types.
Chat completions alone would not reliably extract structured invoice fields from complex layouts.
Azure Document Intelligence can extract OCR, layout, and tables, but Content Understanding is the
better end-to-end Foundry capability for combining visual and textual understanding with structured
extraction for downstream verification. Image Analysis focuses on image-level visual features and is
insufficient for invoice field and table review. Reference topics: Content Understanding, document
analyzers, multimodal extraction, invoice processing, tables, layout, and structured JSON output.

Question: 5
You need to recommend a solution to support the planned changes and technical requirements for
Agent1 to use the product information stored in storage1.
What should you include in the recommendation?

A. Azure Al Search
B. Azure Translator in Foundry Tools
C. Azure Document Intelligence in Foundry Tools
D. Grounding with Bing Search

Answer: A

Explanation:
The correct recommendation is Azure AI Search. The case study states that the product detail sheets
are stored as PDFs in storage1, and that Agent1 must be enabled to retrieve and use detailed product
information from those sheets. It also specifies that the indexing pipeline must enable semantic and
vector search, and that Agent1 must answer natural language questions about product details by
using the product sheet information. Azure AI Search is the Azure service designed to ingest content
from sources such as Azure Blob Storage, create searchable indexes, and support keyword, semantic,
hybrid, and vector retrieval for Retrieval Augmented Generation (RAG) solutions.

Student Reviews
James Walker (USA)
Excellent preparation materials and realistic practice questions.

Oliver Brown (UK)
Helped me understand Azure AI concepts clearly.

Lucas Martin (Canada)
Very useful for AI-103 exam preparation.

Ethan Taylor (Australia)
Great explanations and updated content.

Noah Wilson (New Zealand)
Practice tests closely matched the real exam.

Daniel Schmidt (Germany)
Comprehensive coverage of Azure AI topics.

Thomas Weber (Austria)
Helped me pass on my first attempt.

Mateo Garcia (Spain)
Well-structured study materials.

Luca Rossi (Italy)
Excellent resource for Azure AI developers.

Hugo Dupont (France)
Detailed questions and valuable explanations.

Arjun Patel (India)
Strong focus on practical Azure AI skills.

Ahmed Hassan (UAE)
Updated content covering modern AI technologies.

Samuel Ncube (South Africa)
Easy to follow and highly informative.

Miguel Santos (Brazil)
Improved my confidence before the exam.

Kenji Nakamura (Japan)
One of the best AI-103 preparation resources available.

Most Asked FAQs About AI-103

1. What is the AI-103 certification?
AI-103 validates skills in developing AI applications and agents using Microsoft Azure.

2. Who should take AI-103?
Developers, AI engineers, cloud professionals, and software engineers working with Azure AI.

3. What Azure services are covered?
Azure OpenAI, Azure AI Search, Vision, Speech, Language, and Azure AI Foundry.

4. Is programming required?
Yes, basic programming experience is highly recommended.

5. What languages should I know?
Python and C# are commonly used.

6. Does AI-103 include Generative AI?
Yes, Generative AI is a major focus area.

7. What is RAG?
Retrieval-Augmented Generation combines search and AI models to provide grounded responses.

8. How long should I study?
Most candidates spend 4–8 weeks preparing.

9. Is Azure OpenAI tested?
Yes, Azure OpenAI Service is an important exam objective.

10. What is Azure AI Foundry?
A platform for building and managing AI applications and agents.

11. Are AI agents covered?
Yes, agent development and orchestration are key exam topics.

12. Is hands-on Azure experience necessary?
Practical experience is highly beneficial.

13. What is the passing score?
Microsoft typically requires a passing score of 700 out of 1000.

14. What jobs can AI-103 help me obtain?
AI Developer, Azure AI Engineer, Generative AI Developer, and Cloud AI Specialist roles.

15. Is AI-103 worth earning?
Yes, it validates in-demand Azure AI and Generative AI development skills sought by employers worldwide.

Make The Best Choice Chose - Certkingdom
Make yourself more valuable in today's competitive computer industry Certkingdom's preparation material includes the most excellent features, prepared by the same dedicated experts who have come together to offer an integrated solution. We provide the most excellent and simple method to pass your Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 exam on the first attempt "GUARANTEED".

Unlimited Access Package
will prepare you for your exam with guaranteed results, AI-103 Study Guide. Your exam will download as a single AI-103 PDF or complete AI-103 testing engine as well as over +4000 other technical exam PDF and exam engine downloads. Forget buying your prep materials separately at three time the price of our unlimited access plan - skip the AI-103 audio exams and select the one package that gives it all to you at your discretion: AI-103 Study Materials featuring the exam engine.

Certkingdom AI-103 Exam Prepration Tools
Certkingdom Microsoft Microsoft Azure AI Apps and Agents Developer Associate preparation begins and ends with your accomplishing this credential goal. Although you will take each Microsoft Microsoft Azure AI Apps and Agents Developer Associate online test one at a time - each one builds upon the previous. Remember that each Microsoft Microsoft Azure AI Apps and Agents Developer Associate exam paper is built from a common certification foundation.

AI-103 Exam Testing Engines
Beyond knowing the answer, and actually understanding the AI-103 test questions puts you one step ahead of the test. Completely understanding a concept and reasoning behind how something works, makes your task second nature. Your AI-103 quiz will melt in your hands if you know the logic behind the concepts. Any legitimate Microsoft Microsoft Azure AI Apps and Agents Developer Associate prep materials should enforce this style of learning - but you will be hard pressed to find more than a Microsoft Microsoft Azure AI Apps and Agents Developer Associate practice test anywhere other than Certkingdom.

AI-103 Exam Questions and Answers with Explanation
This is where your Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 exam prep really takes off, in the testing your knowledge and ability to quickly come up with answers in the AI-103 online tests. Using Microsoft Azure AI Apps and Agents Developer Associate AI-103 practice exams is an excellent way to increase response time and queue certain answers to common issues.

AI-103 Exam Study Guides
All Microsoft Microsoft Azure AI Apps and Agents Developer Associate online tests begin somewhere, and that is what the Microsoft Microsoft Azure AI Apps and Agents Developer Associate training course will do for you: create a foundation to build on. Study guides are essentially a detailed Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 tutorial and are great introductions to new Microsoft Microsoft Azure AI Apps and Agents Developer Associate training courses as you advance. The content is always relevant, and compound again to make you pass your AI-103 exams on the first attempt. You will frequently find these AI-103 PDF files downloadable and can then archive or print them for extra reading or studying on-the-go.

AI-103 Exam Video Training
For some, this is the best way to get the latest Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 training. However you decide to learn AI-103 exam topics is up to you and your learning style. The Certkingdom Microsoft Microsoft Azure AI Apps and Agents Developer Associate products and tools are designed to work well with every learning style. Give us a try and sample our work. You'll be glad you did.

AI-103 Other Features
* Realistic practice questions just like the ones found on certification exams.
* Each guide is composed from industry leading professionals real Microsoft Microsoft Azure AI Apps and Agents Developer Associatenotes, certifying 100% brain dump free.
* Study guides and exam papers are guaranteed to help you pass on your first attempt or your money back.
* Designed to help you complete your certificate using only
* Delivered in PDF format for easy reading and printing Certkingdom unique CBT AI-103 will have you dancing the Microsoft Microsoft Azure AI Apps and Agents Developer Associate jig before you know it
* Microsoft Azure AI Apps and Agents Developer Associate AI-103 prep files are frequently updated to maintain accuracy. Your courses will always be up to date.

Get Microsoft Azure AI Apps and Agents Developer Associate ebooks from Certkingdom which contain real AI-103 exam questions and answers. You WILL pass your Microsoft Azure AI Apps and Agents Developer Associate exam on the first attempt using only Certkingdom's Microsoft Azure AI Apps and Agents Developer Associate excellent preparation tools and tutorials.

This is what our customers are saying about CertKingdom.com.
These are real testimonials.

Hi friends! CertKingdom.com is No1 in sites coz in $50 I cant believe this but when I purchased the $50 package it was amazing I Microsoft passed 10 Exams using CertKingdom guides in one Month So many thanks to CertKingdom Team , Please continue this offer for next year also. So many Thanks

Mike CA

Thank You! I would just like to thank CertKingdom.com for the Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 test guide that I bought a couple months ago and I took my test and pass overwhelmingly. I completed the test of 67 questions in about 90 minutes I must say that their Q & A with Explanation are very amazing and easy to learn.

Jay Brunets

After my co-workers found out what I used to pass Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 the test, that many are thinking about purchasing CertKingdom.com for their Microsoft Azure AI Apps and Agents Developer Associate exams, I know I will again

John NA

I passed the Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 exam yesterday, and now it's on to security exam. Couldn't have done it with out you. Thanks very much.

Oley R.

Hello Everyone
I Just Passed The Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 Took 80 to 90 Minutes max to understand and easy to learn. Thanks For Everything Now On To AI-103

Robert R.

Hi CertKingdom.com thanks so much for your assistance in Microsoft Microsoft Azure AI Apps and Agents Developer Associate i passed today it was a breeze and i couldn't have done it without you. Thanks again

Seymour G.

I have used your Exam Study Guides for preparation for Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103. I also passed all those on the first round. I'm currently preparing for the Microsoft and theMicrosoft Azure AI Apps and Agents Developer Associate. exams

Ken T.

I just wanted to thank you for helping me get myMicrosoft Azure AI Apps and Agents Developer Associate $50 package for all guides is awesome you made the journey a lot easier. I passed every test the first time using your Guide

Mario B.

I take this opportunity to express my appreciation to the authors of CertKingdom.com Microsoft Microsoft Azure AI Apps and Agents Developer Associate test guide. I purchased the AI-103 soon after my formal hands on training and honestly, my success in the test came out of nowhere but CertKingdom.com. Once again I say thanks

Kris H.

Dear CertKingdom.com team the test no. AI-103 that i took was very good, I received 880 and could have gain more just by learning your exams

Gil L.

Hi and Thanks I have just passed the Microsoft Azure AI Apps and Agents Developer Associate Directory Services Design exam with a score of 928 thanks to you! The guide was excellent

Edward T.

Great stuff so far....I love this site....!! I am also on the Microsoft Microsoft Azure AI Apps and Agents Developer Associate I decided to start from certkingdom and start learning study Microsoft Azure AI Apps and Agents Developer Associate from home... It has been really difficult but so far I have managed to get through 4 exams....., now currently studying for the more exams.... Have a good day.................................................. Cheers

Ted Hannam

Thanks for your Help, But I have finally downloaded Microsoft Microsoft Azure AI Apps and Agents Developer Associate AI-103 exam preparation from certkingdom.com they are provided me complete information about the exam, lets hope I get success for the AI-103 exam, I found there exams very very realistic and useful. thanks again

lindsay Paul

Certkingdom Offline Testing Engine Simulator Download

Supported Platforms:

EULA

How to Install?

FAQ's

Download Offline Simulator-Beta

Certkingdom Testing Engine Features

Certkingdom Testing Engine simulates the real exam environment.
Interactive Testing Engine Included
Live Web App Testing Engine
Offline Downloadable Desktop App Testing Engine
Testing Engine App for Android
Testing Engine App for iPhone
Testing Engine App for iPad
Working with the Certkingdom Testing Engine is just like taking the real tests, except we also give you the correct answers.
More importantly, we also give you detailed explanations to ensure you fully understand how and why the answers are correct.

Certkingdom Android Testing Engine Simulator Download