AB-731
AB-731: AI Transformation Leader
Everything for Microsoft exam AB-731, AI Transformation Leader: 45 minutes, passing score 700, three skill areas, a four-week plan and free questions.
- Duration
- 45 min
- Passing score
- 700 / 1000
- Level
- Beginner
- Languages
- 13
AB-731, AI Transformation Leader, is Microsoft’s exam for business decision-makers who steer AI adoption without writing code. Passing it earns the Microsoft Certified: AI Transformation Leader credential. Microsoft describes the candidate as someone who can spot AI opportunities, pick the right Microsoft AI tools, plan adoption, and champion responsible AI, using Microsoft 365 Copilot and Foundry Tools. The exam lasts 45 minutes and the passing score is 700.
This is a judgement exam, not a configuration exam. Questions describe a business situation, such as a team that wants to automate document review or a rollout that stalls after the pilot, and ask which approach, tool or governance step fits best. You need to know what generative AI can and cannot do, which Microsoft product covers which need, and how to organise people and policy around it.
What the exam covers
| Skill area | Weight |
|---|---|
| Identify the business value of generative AI solutions | 35–40% |
| Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services | 35–40% |
| Identify an implementation and adoption strategy for Microsoft’s AI apps and services | 20–25% |
The first two areas carry about three quarters of the marks. The first is generative AI literacy for leaders: tokens and cost, grounding and RAG, prompt engineering, data quality, and the risks of fabricated answers and bias. The second maps business needs to Microsoft 365 Copilot, Copilot Studio and Foundry Tools. The last, smaller area is governance, adoption teams, champions and licensing models. The guides here follow the outline as of July 22, 2026.
Where to start
Read the exam format for the mechanics, then AB-731 versus AB-730 if you are unsure whether the leader or the practitioner exam suits you. The study plan fits in four weeks, and the free sample questions show the scenario style before you spend any money. If you want a technical exam on the same topic instead, see AI-901.
AB-731 guides
- AB-731 exam format: questions, score and costThe AB-731 format: 45 minutes, passing score 700, 13 languages, proctored delivery, retakes, and the three weighted skill areas of the July 2026 outline.
- AB-731 vs AB-730: leader or practitioner?AB-731 AI Transformation Leader versus AB-730 AI Business Professional: strategy and governance versus daily Copilot use, and which one to take first.
- AB-731 study plan: pass in 4 weeksA four-week AB-731 study plan for busy leaders: generative AI value, Microsoft Copilot and Foundry tools, then governance and adoption, with a readiness check.
- Free AB-731 sample questions with answersFive free AB-731 practice questions on token cost, grounding, Copilot, Foundry and AI adoption, each with an explained answer for every option.
- AB-731 generative AI business value explainedThe AB-731 business value domain explained: generative AI versus ML, tokens and ROI, fine-tuning, prompts, grounding, RAG, data quality and AI security.
- AB-731 Microsoft AI apps and services explainedThe AB-731 Microsoft AI apps domain explained: Copilot Chat, Copilot in apps, Copilot Studio, Graph, Researcher, Analyst, build or buy and Foundry Tools.
- AB-731 implementation and adoption explainedThe AB-731 adoption domain explained: responsible AI principles, governance and AI councils, adoption teams, champions, barriers and licence models.
- AB-731 exam tips: how to gain marksPractical AB-731 exam tips: pace 45 minutes, read the constraint in each scenario, and choose between look-alike Copilot, Foundry and governance answers.
- AB-731 prerequisites: what you need firstAB-731 has no required prerequisite exam. Microsoft expects change or adoption leadership experience and familiarity with Microsoft 365 and AI basics.
- Free AB-731 practice test: 20 questionsA free 20-question AB-731 practice test on generative AI value, Microsoft Copilot and Foundry, and AI governance and adoption, with explained answers.
- AB-731 study resourcesWhat to study for AB-731: Microsoft's study guide, practice assessment, exam sandbox, prep videos and the Copilot and Foundry documentation it links.
- AB-731 cheat sheetA one-page AB-731 reference: skill area weights, generative AI vocabulary, Microsoft Copilot and Foundry matching, responsible AI and licence models.
- Is AB-731 hard? Difficulty explainedIs AB-731 hard? A realistic look at difficulty: no code, 45 minutes, scenario wording, product look-alikes, and how long leaders usually need to prepare.
- Is AB-731 worth it? Who should take itIs AB-731 worth taking? Who it suits, what it proves, what it costs and when AB-730, AB-900 or AI-901 is a better first step for you.
- AB-731 career: who it suits, what it leads toWhat the AI Transformation Leader credential says about a leader, what it does not prove, and which Microsoft AI exams sit next to AB-731.
- AB-731 renewal and retake rulesDoes AB-731 expire? What Microsoft publishes on validity, the 24-hour and 14-day retake waits, the five-attempt limit, and what an outline change means.
- AB-731 study scenarios for three leadersShape your AB-731 preparation around your leadership background: Copilot rollout lead, technical professional or manager new to AI, with weights and hours.