Microsoft - AB-731: AI Transformation Leader
Sample Questions
Question: 49
Measured Skill: Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services (35–40%)
Your company receives thousands of scanned invoices each month.
You need to recommend an AI solution that can automatically extract key details, such as invoice numbers, vendor names, and total amounts.
What is the best solution to recommend?
(More than one answer choice may achieve the goal. Select the BEST answer.)| A | Azure Document Intelligence in Foundry Tools |
| B | Azure Vision in Foundry Tools |
| C | Azure AI Search |
| D | Azure Machine Learning |
Correct answer: AExplanation:
The Document Intelligence invoice model in Azure Document Intelligence uses powerful Optical Character Recognition (OCR) capabilities to analyze and extract key fields and line items from sales invoices, utility bills, and purchase orders. Invoices can be of various formats and quality including phone-captured images, scanned documents, and digital PDFs. The API analyzes invoice text; extracts key information such as customer name, billing address, due date, and amount due; and returns a structured JSON data representation. The model currently supports invoices in 27 languages.
Supported document types:
- Invoices
- Utility bills
- Sales orders
- Purchase orders
Reference: Document Intelligence invoice model
Question: 50
Measured Skill: Identify an implementation and adoption strategy for Microsoft’s AI apps and services (20–25%)
Which practice best demonstrates operational governance when implementing AI solutions?| A | Allowing unrestricted AI deployment without reviews |
| B | Limiting AI usage only to infrastructure teams |
| C | Disabling audit logging to improve performance |
| D | Monitoring AI outputs for risk and compliance issues |
Correct answer: DExplanation:
Operational governance focuses on how AI systems are monitored, controlled, and evaluated in production to ensure they remain safe, compliant, and aligned with organizational policies.
Microsoft emphasizes that responsible AI governance includes ongoing monitoring of AI outputs, risk detection (e.g., harmful, biased, or non-compliant responses), auditability and compliance controls, and human oversight and continuous evaluation.
Monitoring AI outputs directly supports these goals by ensuring that deployed AI systems behave as intended and meet regulatory and organizational requirements.
Reference: Design responsible AI security, governance, risk management, and compliance
Question: 51
Measured Skill: Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services (35–40%)
You need to recommend a service that supports indexing information and knowledge mining by extracting insights from documents.
What should you recommend?| A | Microsoft Foundry |
| B | Azure Vision in Foundry Tools |
| C | Azure Document Intelligence in Foundry Tools |
| D | Azure AI Search |
Correct answer: CExplanation:
Azure Document Intelligence is a Foundry Tool that applies advanced AI models to extract text, key-value pairs, tables, and structures from documents automatically and accurately. Turn documents into usable data and shift your focus to acting on information rather than compiling it. Start with prebuilt models or create custom models tailored to your documents both on-premises and in the cloud with the Document Intelligence studio or SDK.
Azure Document Intelligence supports:
- Simple text extraction - Easily pull data and organize information with prebuilt and custom features—no manual labeling required.
- Customized results - Get output tailored to your layouts with automatic custom extraction and improve it with human feedback.
- Flexible deployment - Ingest data from the cloud or at the edge and apply to search indexes, business automation workflows, and more.
- Built-in security - Rely on enterprise-grade security and privacy applied to both your data and any trained models.
- Analyze forms and documents - Make data-driven decisions by extracting data from documents and putting it into your data visualization service for analysis.
- Create intelligent search indexes - Easily find specific information in your documents and forms, such as total accounts payable, by integrating AI Document Intelligence with Azure Applied AI Search.
Reference: Azure Document Intelligence in Foundry Tools
Question: 52
Measured Skill: Identify an implementation and adoption strategy for Microsoft’s AI apps and services (20–25%)
Match the business scenario to the appropriate AI solution design approach.
(To answer, drag the AI solution from the column on the left to its business scenario on the right. Each solution may be used once, more than once, or not at all. NOTE: Each correct match is worth one point.)
| A | P1: Build with Microsoft Copilot Studio
P2: Build with Azure Machine Learning
P3: Use Microsoft 365 Copilot
P4: Extend with Microsoft 365 Copilot connectors |
| B | P1: Build with Azure Machine Learning
P2: Extend with Microsoft 365 Copilot connectors
P3: Use Microsoft 365 Copilot
P4: Build with Microsoft Copilot Studio |
| C | P1: Use Microsoft 365 Copilot
P2: Build with Microsoft Copilot Studio
P3: Build with Azure Machine Learning
P4: Extend with Microsoft 365 Copilot connectors |
| D | P1: Build with Microsoft Copilot Studio
P2: Build with Azure Machine Learning
P3: Extend with Microsoft 365 Copilot connectors
P4: Use Microsoft 365 Copilot |
Correct answer: CExplanation:
Microsoft 365 Copilot works directly in Outlook, Word, PowerPoint, Teams, and can summarize email threads and generate presentations from files, emails, and prompts.
Copilot Studio is designed for custom conversational agents and commonly used for HR policy Q&A, leave requests, and internal helpdesk bots. Agents can be deployed to Microsoft Teams and grounded in HR documents.
Predictive maintenance is a classic machine learning regression scenario.
Copilot connectors allow Microsoft 365 Copilot to access external systems like ERP platforms and surface that data inside Copilot experiences.
References:
Summarize an email thread with Copilot in Outlook
Build a conversational agent in Copilot Studio - Online workshop
Building Predictive Maintenance Solutions with Azure Machine Learning
Microsoft-built connectors gallery
Question: 53
Measured Skill: Identify benefits, capabilities, and opportunities for Microsoft’s AI apps and services (35–40%)
Select the answer that correctly completes the sentence.
| A | Microsoft 365 Copilot can be used to monitor network traffic and alerts in real time. |
| B | Microsoft 365 Copilot can be used to create a Microsoft Word document. |
| C | Microsoft 365 Copilot can be used to create a list in Microsoft SharePoint. |
| D | Microsoft 365 Copilot can be used to modify administrative permissions for Microsoft SharePoint files. |
Correct answer: BExplanation:
Without switching context between tools, Copilot can create Word documents with the Word agent. Quickly generate documents like reports, summaries, and proposals straight from your Copilot notebook content and references so you can leverage your notebook into high quality documents. Specify what you need in your prompt, and customize document type, main topic, audience and themes to create a first draft that fits your purpose and audience. As a native Word file, you can then polish your document into a final draft in Word.
Reference: Copilot Notebooks: Enhancements to support creation, collaboration and learning