Microsoft Certified – AI Transformation Leader (AB-731)

Learning plan

About 15 hours of focused study, split into 4 phases. Pick your weekly pace and the timeline adjusts.

Estimated finish: 2 weeks

What the exam covers

Source: official exam guide. Weights can change, so check before you start.

Before you start

• Experience leading change or adoption in a business setting. Microsoft expects this, though no coding is needed
• Basic familiarity with Microsoft 365 services and what Microsoft Foundry is for

1. Week 1 · 5 h

   Generative AI value, cost and risk

   • Explain how generative AI differs from predictive machine learning, and when classic ML still adds more value
   • Compare pretrained and fine-tuned models, and explain token-based cost drivers and how to frame ROI
   • Explain prompt engineering, grounding and retrieval-augmented generation (RAG) in plain business terms
   • Name the risks - fabrications, bias, unreliable output, data quality - and the security requirements (app security, data security, authentication) for each

   Use: AB-731 study guide · AB-731T00 course and self-paced paths

2. Week 1 · 5 h

   Microsoft's AI portfolio

   • Map business processes to Microsoft 365 Copilot, Copilot Chat, Copilot in individual apps and Copilot Studio
   • Explain what Microsoft Graph adds to Copilot answers, and when Researcher or Analyst is the right tool
   • Use the Microsoft 365 Copilot extensibility options to argue build, buy or extend for a use case
   • Map scenarios to Foundry Tools (Azure Vision, Azure AI Search, Foundry models) and match a model to a business need

   Use: Microsoft 365 Copilot documentation · Microsoft Copilot Studio documentation · Microsoft Foundry documentation

3. Week 2 · 3 h

   Responsible AI, governance and adoption

   • Apply Microsoft's responsible AI principles (fairness, reliability and safety, privacy and security, inclusiveness, transparency, accountability) to a rollout
   • Set up an AI council, an adoption team and an AI champions programme, and name common barriers to adoption
   • Compare Copilot licensing (included, monthly per user, pay-as-you-go) and Foundry Tools pricing (pay-as-you-go vs commitment tiers)

   Use: Microsoft Copilot adoption hub · Cloud Adoption Framework for AI

4. Week 2 · 2 h

   Practice assessment and review

   • Take the free AB-731 practice assessment and re-read the skill area with the most misses
   • Write a one-page AI adoption plan for your own team covering use cases, licences, governance and success metrics
   • Watch the official exam prep video

   Use: AB-731 exam prep videos · Microsoft exam sandbox

You're ready to book when…

• You can explain RAG, grounding and token costs to a non-technical executive in two minutes
• Given a business process, you can say whether Microsoft 365 Copilot, Copilot Studio or Foundry fits, and why
• You can outline an adoption plan with an AI council, champions and licensing choice
• You score 80% or higher on the official practice assessment

Exam tips

• The exam is 45 minutes long and proctored. If you fail you can retake after 24 hours.
• Microsoft states candidates are not expected to write code, so study decisions and trade-offs rather than configuration steps.