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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | AI Transformation Leader |
| Exam Number: | AB-731 |
| Available Languages: | English |
| Exam Duration: | 45 minutes |
| Exam Format: | Interactive components (may be included), Proctored online exam, Multiple-choice / scenario-based questions |
| Passing Score: | 700 |
| Exam Price: | $99 USD |
| Related Certifications: | Microsoft AI Business Professional (AB-730) |
| Recommended Training: | AB-731T00: Drive AI transformation in your organization |
| Exam Registration: | Exam scheduling (Pearson VUE via Microsoft portal) Official Microsoft certification page |
| Sample Questions: | Microsoft AB-731 Sample Questions |
| Exam Way: | Online proctored exam (may include interactive components) |
| Pre Condition: | No formal prerequisites required; designed for business leaders and decision-makers. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/ai-transformation-leader/ |
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NEW QUESTION # 19
A pharmaceutical company is establishing an AI council to oversee AI deployment across the organisation. The company is subject to strict regulatory requirements and operates in 30 countries. The CEO wants to know who should sit on the council.
Which composition ensures effective governance for this organisation?
Answer: B
Explanation:
An effective AI council requires cross-functional representation to address the full spectrum of AI governance challenges. Executive sponsorship provides authority and budget. Legal and compliance representatives ensure regulatory adherence across 30 jurisdictions. IT and security leaders address technical risks and infrastructure. Business unit representatives ensure AI initiatives align with operational needs. Ethics and privacy experts guide responsible AI practices.
Employee representatives provide the workforce perspective and build trust.
NEW QUESTION # 20
Hotspot Question
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: No
A text-to-image generator (like DALL-E or Midjourney) takes textual descriptions and synthesizes them into visual imagery. It does not perform language translation workflows; that task requires natural language processing (NLP) or large language models (LLMs).
Box 2: No
Predictive analytics models rely on historical data and machine learning algorithms to forecast future trends, behaviors, or numerical outcomes (such as click-through rates or future sales).
They do not create or synthesize brand-new creative artifacts like marketing text or ad copies; that is the role of Generative AI.
Box 3: Yes
Generative AI chatbots (like those built using custom LLMs or Copilot Studio) excel at maintaining dynamic, human-like context. They can handle highly personalized conversations based on user profile inputs and dynamically synthesize relevant product recommendations.
NEW QUESTION # 21
You have a large language model (LLM) that was pretrained by using public data.
You want the LLM to generate responses that incorporate frequently updated proprietary content, such as internal documents and knowledge bases.
You need to recommend a solution to ensure that the LLM uses the most current information without retraining the model.
What should you include in the recommendation?
Answer: C
Explanation:
The correct answer is D. Retrieval Augmented Generation (RAG). A pretrained LLM does not automatically know frequently updated proprietary content unless that content is supplied to it during use or the model is retrained. RAG solves this by retrieving relevant, current information from internal documents, knowledge bases, or indexed repositories at runtime and adding that information to the model's prompt context. This keeps responses grounded in the latest approved business content without changing the model weights. Fine- tuning adapts the model but is more expensive and does not automatically keep up with frequently changing knowledge. Content filtering is a safety control, not a freshness mechanism. Prompt engineering improves instructions, but by itself it does not retrieve current proprietary content.
NEW QUESTION # 22
Your company is deploying Microsoft 365 Copilot. The deployment must provide users with access to the Researcher agent to search across data in Microsoft SharePoint.
You need to recommend a licensing plan for the solution.
What should you recommend?
Answer: D
Explanation:
To use the Researcher agent for searching across Microsoft SharePoint data, you need the Microsoft 365 Copilot add-on license.
The Researcher agent is a first-party reasoning agent included in the core experience for users with a paid Copilot license. It is designed for multi-step, in-depth research grounded in your Microsoft Graph data, including SharePoint, OneDrive, emails, and Teams.
Required Licensing Components
To deploy this capability, your organization must have:
1. A Qualifying Base License:
Enterprise: Microsoft 365 E3 or E5, or Office 365 E3 or E5.
Business: Microsoft 365 Business Standard or Business Premium.
*-> 2. Microsoft 365 Copilot Add-on:
This paid license (typically ~$30/user/month) unlocks the Researcher agent and the ability to search internal tenant data like SharePoint.
Reference:
https://learn.microsoft.com/en-us/copilot/microsoft-365/faq-researcher
NEW QUESTION # 23
In which scenario is Azure Machine Learning most likely to deliver strategic value for an organization?
Answer: D
Explanation:
Azure Machine Learning delivers the most strategic value when an organization needs to build, train, evaluate, and operationalize predictive models that improve decisions at scale. Option A is a classic predictive analytics use case: forecasting demand using historical sales across product categories. This typically involves time-series forecasting, feature engineering (seasonality, promotions, macro signals), model training
/validation, deployment, and continuous monitoring-exactly the lifecycle Azure Machine Learning is designed to support (ML pipelines, model management, deployment endpoints, and MLOps). Forecasting demand can materially improve inventory optimization, supply chain planning, and revenue outcomes, which is why it's strategic.
B (digitizing paper processes) is more aligned to workflow automation and document processing (often Document Intelligence + Power Automate), not primarily Azure ML. C is sentiment analysis, which can be solved with prebuilt language services and doesn't necessarily require custom ML training unless you need a highly specialized classifier. D (location-based personalization) is commonly rules-based or CRM/marketing automation; it may use AI, but it doesn't inherently require building a custom ML model-unless you're doing advanced propensity modeling.
NEW QUESTION # 24
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