MICROSOFTMicrosoft Certified:AI Transformation Leader
The Microsoft Certified: AI Transformation Leader certification validates your ability to guide AI transformation and innovation using Microsoft 365 Copilot, Azure AI, and Microsoft Foundry. It is designed for business decision-makers who lead AI adoption and drive innovation without requiring coding skills.
247 practice questions · Updated 2026-07-22
3Domains
6Objectives
49Concepts
247Questions
AB-731 Curriculum
Every domain, objective, and concept the AB-731 exam measures.
- Generative vs Traditional AI
- Selecting Generative AI Solutions
- AI Model Types
- Generative AI Cost Drivers
- Challenges in Generative AI
- Business Value of Generative AI
- Impact of Prompt Engineering
- Techniques of Prompt Engineering
- Business Requirements for Grounding Solutions
- Retrieval-Augmented Generation (RAG)
- Data Impact on AI Solutions
- Importance of Secure AI
- Machine Learning Value Scenarios
- Machine Learning Solution Lifecycle
- AI System Security Considerations
- Map Business Processes to Copilot
- Copilot Version Differences
- Microsoft 365 Copilot Chat Experiences
- Copilot in Microsoft 365 Apps
- Microsoft Copilot Studio Capabilities
- Microsoft Graph Capabilities
- Integrated Microsoft AI Benefits
- Map Business Processes to AI Services
- Researcher vs Analyst in Copilot
- Build, Buy, or Extend Decision-Making
- Mapping Business Processes to Foundry Tools
- Capabilities of Azure Vision in Foundry Tools
- Capabilities of Azure AI Search
- Capabilities of Microsoft Foundry
- Matching AI Models to Business Needs
- Benefits of Microsoft Foundry
- Benefits of Foundry Tools
- Responsible AI Importance
- AI Governance Principles
- AI Council Formation
- Fairness in AI
- AI Reliability and Safety
- AI Privacy and Security
- Inclusiveness in AI
- AI Transparency
- AI Accountability
- Adoption Team Formation
- Barriers to AI Adoption
- AI Champions Program
- Data Impact Assessment
- Security and Privacy Considerations
- Cost Implications of AI Adoption
- Copilot License Types
- Foundry Tools Subscription Models
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Percentages reflect share of the current practice bank, not official exam weightings — no structured per-skill weight is published for AB-731, so none is invented.