Microsoft certification
AB-731: AI transformation leader
AI Transformation Leader
Who this exam is for
As a candidate for this Microsoft Certification, you should understand how to recognize opportunities for AI transformation, identify the right AI tools and resources, plan for AI adoption, optimize business processes, and drive innovation by using Microsoft 365 Copilot and Foundry Tools.

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AB-731 Full Practice Exam: 45 AI Transformation Questions
AB-731 full practice exam with 45 original, source-backed AI Transformation Leader questions covering generative AI value, Copilot, Foundry, governance, and adoption.
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Skills measured
Objective names and displayed ranges come from the reviewed Microsoft source. Verify the official guide while planning study.
- Identify the business value of generative AI solutions35–40%
- Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services35–40%
- Identify an implementation and adoption strategy for Microsoft’s AI apps and services20–25%
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Study resources
Choose a video, study guide, or available practice resource.
- Narrated practice6 public practice videosAvailableOpen resource
- Study guideOfficial Microsoft study guideAvailableOpen resource
AB-731 video library
Practice videos
6 videos in this group.

AB-731 Full Practice Exam: 45 AI Transformation Questions
AB-731 full practice exam with 45 original, source-backed AI Transformation Leader questions covering generative AI value, Copilot, Foundry, governance, and adoption.
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AB-731 AI Value, Models, Cost & Risk
AB-731 practice questions: 20 original, source-backed scenarios on AI value, model approaches, cost, reliability, and risk, each with an explanation.
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AB-731 Prompting, RAG, Data & Secure AI
AB-731 practice questions: 20 original, source-backed scenarios on prompting, retrieval-augmented generation, data quality, machine learning, and secure AI, each with an explanation.
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AB-731 Microsoft Copilot Business Decisions
AB-731 practice questions: 25 original, source-backed scenarios on Microsoft Copilot experiences, business workflows, agents, Graph context, and build-versus-buy decisions, each with an explanation.
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AB-731 Microsoft Foundry & Model Selection
AB-731 practice questions: 15 original, source-backed scenarios on Microsoft Foundry tools, Azure AI Search, vision, model selection, scalability, and security, each with an explanation.
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AB-731 Responsible AI, Governance & Adoption
AB-731 practice questions: 25 original, source-backed scenarios on responsible AI, governance, adoption teams, security, privacy, licensing, and cost, each with an explanation.
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