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AB-731 FAQs

The AB-731 exam — titled AI Transformation Leader — is a certification from Microsoft designed for business leaders, decision-makers, and enterprise strategists. It assesses your ability to identify business value of generative AI solutions, evaluate Microsoft AI apps and Azure AI services, and design adoption strategies for enterprise-scale AI deployment using Microsoft 365 Copilot and Azure AI.

AB-731 is ideal for senior managers, enterprise architects, business decision-makers, team leads, and transformation owners who want to lead AI-driven change in their organization. It’s not a coding exam — instead it measures AI fluency, strategic vision, ability to plan AI adoption, and manage cross-functional transformation.

The exam covers three main domains:

Identifying the business value of generative AI solutions (understanding generative vs other AI types, evaluating models, ROI, risks such as bias or reliability) 


Recognizing benefits, capabilities, and use cases of Microsoft AI apps and services (Microsoft 365 Copilot, Copilot Studio, Azure AI services, matching AI models to business needs) 


Planning and implementing AI adoption strategy inside organizations — including AI governance, responsible AI practices, change management, licensing and cost considerations, and stakeholder buy-in

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Dec 27, 2025

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