Microsoft Developing AI Apps and Agents on Azure : AI-103

Exam Code: AI-103
Exam Name: Developing AI Apps and Agents on Azure
Updated: Sep 13, 2026 Q & A: 159 Questions and Answers

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Microsoft AI-103 Exam Syllabus Topics:

Section	Weight	Objectives
Implement computer vision solutions	10-15%	- Analyze visual content 1. Process images and video 2. Use multimodal vision APIs 3. Implement OCR and visual understanding
Implement generative AI solutions	25-30%	- Develop generative AI applications 1. Use Azure OpenAI and Foundry models 2. Implement prompt engineering 3. Build retrieval-augmented generation solutions - Optimize and evaluate models 1. Implement multimodal AI capabilities 2. Configure content filters and safety 3. Evaluate responses and grounding
Plan and manage Azure AI solutions	25-30%	- Plan Azure AI resources 1. Manage deployments and monitoring 2. Select Azure AI services and Foundry resources 3. Configure authentication and security - Manage AI solution lifecycle 1. Apply responsible AI practices 2. Implement CI/CD for AI applications 3. Monitor model and application performance
Implement text analysis and information extraction solutions	10-15%	- Analyze and extract information 1. Use document intelligence services 2. Implement natural language processing 3. Extract entities and structured data
Implement agentic solutions	20-25%	- Build AI agents 1. Integrate tools and external knowledge 2. Create autonomous and multi-agent workflows 3. Configure memory and orchestration - Manage agent operations 1. Implement scalable deployments 2. Monitor and debug agents 3. Secure agent interactions

Microsoft Developing AI Apps and Agents on Azure Sample Questions:

Question #1

You have an Azure subscription.
You plan to build an app that will use the Azure OpenAI DALL-E model.
You need to deploy the model.
What should you use?

A. the Azure SDK for JavaScript and Azure Machine Learning Studio
B. the Azure portal and Microsoft Graph API
C. the Azure SDK for Python and PowerShell cmdlets
D. Azure AI Studio and Azure Command-Line Interface (CLI)

Answer: D