Microsoft certification
AI-500: Multi-agent AI solutions
Designing and Implementing Multi-Agent AI Solutions
Who this exam is for
As a candidate for this Microsoft Certification, you’re an expert-level practitioner who has subject matter expertise in designing, building, and optimizing scalable, production‑ready, multi-agent AI systems and workflows.

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AI-500 Practice Exam: 60 Multi-Agent Architecture, Memory & RAG Questions
AI-500 multi-agent practice exam: 60 source-grounded questions on architecture, prompts, memory, MCP, RAG, and Code Labs with detailed explanations.
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Skills measured
Objective names and displayed ranges come from the reviewed Microsoft source. Verify the official guide while planning study.
- Architect multi-agent solutions15–20%
- Develop multi-agent solutions in Azure30–35%
- Evaluate, optimize, and monitor multi-agent solutions20–25%
- Secure, govern, and deploy multi-agent solutions20–25%
Learn your way
Study resources
Choose a video, study guide, or available practice resource.
- Narrated practice3 public practice videosAvailableOpen resource
- Study guideOfficial Microsoft study guideAvailableOpen resource
AI-500 video library
Practice videos
3 videos in this group.

AI-500 Practice Exam: 60 Multi-Agent Architecture, Memory & RAG Questions
AI-500 multi-agent practice exam: 60 source-grounded questions on architecture, prompts, memory, MCP, RAG, and Code Labs with detailed explanations.
Watch video
AI-500 Practice Exam: 60 MCP, Orchestration & Evaluation Questions
AI-500 multi-agent practice exam: 60 source-grounded questions on MCP, orchestration, tools, evaluation, and Code Labs with detailed explanations.
Watch video
AI-500 Practice Exam: 60 Security, Guardrails & CI/CD Questions
AI-500 multi-agent practice exam: 60 source-grounded questions on security, monitoring, guardrails, governance, and CI/CD with detailed explanations.
Watch video