Use a completed test
A timed exam-ready test is preferred when one is available.
Microsoft Certified: AI Transformation Leader · Microsoft
Choose your next best preparation step
Use your completed test evidence, Personalized Study Plan, and remaining study schedule to choose your next practical step.
✓READYNext step✓Testevidence▤Studyplan→Nextaction
How readiness guidance works
How readiness guidance is formed
Your completed test evidence and study-plan progress are combined to recommend one practical next step.
Check the current plan
Compare the remaining schedule with the tasks still planned in your study plan.
Choose the next action
Practice, reinforce gaps, or continue the plan with fresh evidence.
What readiness means for AI Transformation Leader
AB-731 readiness means making defensible business and adoption decisions across unfamiliar scenarios without relying on implementation detail.
- You can assess AI value, limitations, grounding, data, security, cost, and risk from business requirements.
- You can map Microsoft Copilot and Foundry capabilities to a use case and explain build, buy, or extend tradeoffs.
- You can connect responsible AI governance, licensing, change management, and outcome measurement in an adoption plan.
Guidance only — not a pass prediction.
AB-731 readiness by exam domain
The official blueprint publishes ranges of 35–40%, 35–40%, and 20–25%; the 38%, 38%, and 24% readiness weights below are internal guidance weights normalized to 100, not official fixed exam percentages.
| Exam dimension | Weight | Evidence focus |
|---|---|---|
| Generative AI business value | 38% | AI fit, models, cost, ROI, risks, prompting, grounding, data, security, and machine learning value. |
| Microsoft AI apps and services | 38% | Microsoft 365 Copilot experiences, Copilot Studio, Graph, Researcher, Analyst, Microsoft Foundry, Foundry Tools, models, search, and vision. |
| Responsible implementation and adoption | 24% | Responsible AI principles, governance, AI councils, adoption teams, champions, barriers, impacts, licensing, and subscription models. |
What to review before your next practice test
Use these fixed study suggestions from the published Readiness package before you test again.
1Priority 1 — Grounding, data, prompting, security, and machine learning value
- Explain prompt-engineering techniques and their impact
- Identify grounding and RAG requirements
- Evaluate data quality, representative datasets, secure AI, and machine learning value
2Priority 2 — Microsoft Foundry and Foundry Tools
- Map business processes and use cases to Foundry Tools
- Match an AI model to a business need
- Explain Microsoft Foundry scalability, security, and integrated-solution benefits
Maintain: Responsible AI strategy and governance
- Repair the weakest high-weight dimension with changed scenarios.
- Add responsible AI and adoption factors to every recommendation.