AI-103 Microsoft · AI Engineer

AI-103 practice test

Developing AI Apps and Agents on Azure. Practice exam aligned to the AI-103 skills measured (April 2026): planning, securing and monitoring Foundry solutions, generative AI and agents, computer vision, text and speech, and retrieval and information extraction.

  • 6 practice tests + challenge test
  • 350 questions
  • 40 questions, 100 min per test
  • Pass at 70%

Take the free AI-103 diagnostic10 questions, no card needed

Free AI-103 sample questions

3 questions from the free diagnostic, with answers and explanations.

Question 1 · Choose the appropriate Foundry services for generative AI and agents

Where in Microsoft Foundry do you compare available models by task, benchmark results and cost before deploying one?

  1. The model catalog
  2. The agent playground
  3. The evaluation results page
  4. The management center's quota page
Show answer

Answer: A (The model catalog)

The model catalog lists models from Microsoft, OpenAI and others, with model cards, benchmarks and deployment options.

Question 2 · Design and implement multimodal understanding workflows

Store staff upload a photo of a shelf and ask "Which products are out of stock?". Which approach answers the question?

  1. Send the photo and question to a vision-capable chat model
  2. Run OCR on the photo and send the extracted text to the model
  3. Tag the photo with image analysis and return the list of tags
  4. Train a custom classifier that labels shelves as full or empty
Show answer

Answer: A (Send the photo and question to a vision-capable chat model)

Multimodal models accept images and text in the same request and can reason about what the image shows.

Question 3 · Implement speech solutions

Which capability makes an app read its answers aloud in a natural-sounding voice?

  1. Text to speech
  2. Speech to text
  3. Speech translation
  4. Custom keyword recognition
Show answer

Answer: A (Text to speech)

Text to speech (speech synthesis) turns text into audio, with neural voices and SSML for control.

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What the AI-103 practice covers

Share of practice questions per skill area.

  • Build agents by using Foundry14%
  • Build generative applications by using Foundry12%
  • Choose the appropriate Foundry services for generative AI and agents8%
  • Manage, monitor, and secure AI systems8%
  • Optimize and operationalize generative AI systems8%
  • Build retrieval and grounding pipelines8%
  • Set up AI solutions in Foundry6%
  • Implement responsible AI across generative AI and agentic systems6%
  • Design and implement multimodal understanding workflows6%
  • Apply language model text analysis6%
  • Implement speech solutions6%
  • Extract content from documents6%
  • Design and implement image- and video-generation solutions4%
  • Implement responsible AI for multimodal content2%

Question formats

  • Single choice
  • Multiple select
  • Hotspot (drop-down and yes/no)
  • Drag-and-drop matching
  • Case studies
  • Exhibits (screenshots, diagrams and code)

Career path: AI Engineer

Build generative AI apps and agents with Microsoft Foundry: RAG, agents, vision, speech and information extraction.

  1. AI-901
  2. AI-103

Guides

AI-103 practice test FAQ

Is there a free AI-103 practice test?

Yes. Create a free account and take the AI-103 free diagnostic: 10 questions across every skill area of the exam, with a study plan for the topics to work on. You can retake it as often as you like.

How many questions are in each ExamKite AI-103 practice test?

Each full practice test has 40 questions with a 100-minute timer, and you pass at 70%. There are 6 practice tests plus a harder challenge test, with 350 questions in total.

Which question formats does the AI-103 practice include?

Single choice, multiple select, hotspot (drop-down and yes/no), drag-and-drop matching, case studies and exhibits (screenshots, diagrams and code), the same formats you meet on the real exam.

Are these real AI-103 exam questions?

No. They are original questions written for ExamKite and mapped to the Microsoft skills outline, never copied from the real exam. Using leaked exam questions breaks the certification provider's exam rules and can get your certification revoked.

More answers in the full FAQ.

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