QUESTION NO: 1
A retail company wants to use AI to forecast seasonal demand for its product lines using five years of historical sales data. A separate team wants to use AI to generate personalised marketing emails based on customer purchase history.
Which types of AI are most appropriate for each use case?
A retail company wants to use AI to forecast seasonal demand for its product lines using five years of historical sales data. A separate team wants to use AI to generate personalised marketing emails based on customer purchase history.
Which types of AI are most appropriate for each use case?
Correct Answer: C
Vote an answer
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
QUESTION NO: 2
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.
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.
Correct Answer:
Explanation:
Box 1: Yes
Yes - Microsoft 365 Copilot enable you to index data from multiple sources to make the data available in Copilot.
Microsoft 365 Copilot enables you to index data from multiple external, non-Microsoft sources- such as Salesforce, Jira, Confluence, and enterprise databases-into the Microsoft Graph to make that data available, searchable, and actionable within Copilot. This is primarily achieved through Microsoft Graph Connectors and Copilot Studio.
Box 2: Yes
Yes - You can build custom Microsoft 365 Copilot connector when the available connectors do not meet your data integration requirements.
Building a custom Microsoft 365 Copilot connector is the recommended approach when pre-built connectors do not meet specific data integration requirements, allowing you to bring external, line-of-business data into the Microsoft Graph for Copilot to reason over.
Box 3: No
No - To use Microsoft 365 Copilot connectors, you need a Microsoft Copilot Studio license.
This is not entirely correct. While Microsoft Copilot Studio is a primary tool for managing extensions, you do not necessarily need a standalone Copilot Studio license to use Microsoft 365 Copilot connectors.
Reference:
https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/overview-copilot-connector
https://office365itpros.com/2025/09/29/microsoft-365-copilot-connector
https://learn.microsoft.com/en-us/microsoft-365-copilot/extensibility/cost-considerations
QUESTION NO: 3
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.
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.
Correct Answer:
QUESTION NO: 4
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.
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.
Correct Answer:
Explanation:
Box 1: No
No - A generative AI model guarantees factually accurate responses if the model is trained on a large dataset.
A large training dataset does not guarantee that a generative AI model will provide factually accurate responses. While larger, diverse datasets generally improve performance and reduce certain types of errors, they do not eliminate the fundamental tendency of these models to generate incorrect information, known as "hallucinations".
Box 2: Yes
Yes - Content filtering and responsible AI safeguards help a generative AI model generate safe an inoffensive content.
Content filtering and responsible AI safeguards (e.g., in Azure AI Foundry or Amazon Bedrock ) act as essential, multi-layered, reactive mechanisms-covering both input and output-to detect and block harmful, illegal, or biased content. These systems use automated classifiers to, for example, filter for hate speech, sexual content, violence, and self-harm. They ensure safety by analyzing prompts and generating responses, often allowing for custom thresholds, to prevent models from generating unsafe or inappropriate output.
Box 3: No
No - A generative AI model always produce fair and unbiased results when the training data has been properly prepared and reviewed for fairness.
Even with perfectly prepared and reviewed training data, generative AI models can still produce biased results. While high-quality data is foundational, bias is a persistent challenge that can emerge from multiple sources throughout the AI lifecycle.
Reference:
https://mehmetozkaya.medium.com/limitations-of-large-language-models-llms-1790a14010db
https://monowar-mukul.medium.com/keeping-your-ai-safe-content-filters-in-azure-ai-foundry-9a87c8447e11
https://www.sap.com/resources/what-is-ai-bias
QUESTION NO: 5
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.
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.
Correct Answer:
Explanation:
Box 1: Yes
Yes - Microsoft Foundry helps organizations securely build and manage generative AI solutions governed environment.
Microsoft Foundry is a unified, interoperable platform designed to help organizations build, optimize, and manage generative AI applications and autonomous agents within a secure, governed environment. It acts as a central "AI app and agent factory" that brings together models, data, and tools, allowing businesses to move from prototyping to production while maintaining safety and compliance.
Box 2: Yes
Yes - Microsoft Foundry provided built-in scalability to enable organizations to expand AI workloads as usage increases.
Microsoft Foundry acts as an enterprise-grade, unified platform for AI app and agent development, designed to enable organizations to build, deploy, and scale AI workloads efficiently. It provides built-in, automated scalability through several key mechanisms that allow organizations to expand their AI usage without manual infrastructure management.
Box 3: Yes
Yes - Microsoft Foundry can be used for image recognition and computer vision tasks.
Microsoft Foundry (part of Azure AI Services/Tools) offers Azure Vision, a comprehensive suite for image recognition and computer vision tasks. It provides prebuilt APIs and tools for analyzing images, detecting objects, OCR, and facial recognition, allowing developers to build intelligent, agentic applications without deep machine learning expertise.
Reference:
https://learn.microsoft.com/en-us/azure/ai-foundry/what-is-foundry
https://azure.microsoft.com/en-us/products/ai-foundry
QUESTION NO: 6
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.
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.
Correct Answer:
Explanation:
Box 1: Yes
Yes - Azure Vision in Foundry Tools can extract and analyze key phrases from PDF files.
Azure Document Intelligence (formerly part of Azure AI Services, now integrated into Azure AI Foundry Tools) can extract text, tables, and structures from PDF files.
While Azure Vision specifically handles Optical Character Recognition (OCR) for scanning text in images and documents, the combined capabilities within the Foundry ecosystem-particularly using Document Intelligence-allow for the extraction of structured data and, when combined with Azure Language services, the identification of key phrases and semantic information.
Box 2: No
No - Azure Vision in Foundry Tools can generate images based on natural language descriptions.
Azure Vision in Foundry Tools is designed for analyzing existing visual content rather than generating new images from scratch.
While the "Foundry" platform does offer image generation, it is typically handled by a separate image generation tool (currently in preview) that uses models like DALL-E Box 3: Yes Yes - Azure Document Intelligence in Foundry Tools can be used to automate the processing of invoices and credit notes.
Azure Document Intelligence in Foundry Tools (formerly part of Azure AI Services) is designed to automate the processing of invoices and credit notes, transforming unstructured documents into structured, actionable data within workflows.
It uses machine learning and Optical Character Recognition (OCR) to extract key fields (such as vendor name, invoice date, amounts, and tax information) and line items.
Reference:
https://azure.microsoft.com/en-in/products/ai-foundry/tools/document-intelligence
https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/concept-describing-images
https://azure.microsoft.com/en-in/products/ai-foundry/tools/document-intelligence
QUESTION NO: 7
An organization is adopting generative AI solutions and wants to ensure systems are designed to minimize bias, protect user data, and operate transparently.
Which Microsoft Responsible AI principle best aligns with this strategy?
An organization is adopting generative AI solutions and wants to ensure systems are designed to minimize bias, protect user data, and operate transparently.
Which Microsoft Responsible AI principle best aligns with this strategy?
Correct Answer: B
Vote an answer
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
QUESTION NO: 8
Your company has a Microsoft 365 subscription and uses Microsoft 365 Copilot Chat.
Some users need to build and use declarative agents that can access work data.
Which type of license should you recommend for the users?
Your company has a Microsoft 365 subscription and uses Microsoft 365 Copilot Chat.
Some users need to build and use declarative agents that can access work data.
Which type of license should you recommend for the users?
Correct Answer: B
Vote an answer
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).
QUESTION NO: 9
Hotspot Question
Select the answer that correctly completes the sentence.
Hotspot Question
Select the answer that correctly completes the sentence.
Correct Answer:
QUESTION NO: 10
Your company sells hiking and camping gear online.
You need a generative AI solution that can interact with customers, ask questions about their needs, and escalate to a human agent if necessary.
What solution should you use?
Your company sells hiking and camping gear online.
You need a generative AI solution that can interact with customers, ask questions about their needs, and escalate to a human agent if necessary.
What solution should you use?
Correct Answer: C
Vote an answer
Explanation: Only visible for Actual4test members. You can sign-up / login (it's free).