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| Topic | Details |
|---|
| Topic 1 | - Deploy AI-powered business solutions: Focuses on deploying, testing, monitoring, and optimizing AI solutions in production. It also includes managing ALM processes, performance monitoring, and ensuring security, governance, and responsible AI compliance.
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| Topic 2 | - Plan AI-powered business solutions: Focuses on analyzing business requirements and identifying where AI agents and generative AI can improve processes. It also includes defining AI strategy, evaluating ROI, and deciding whether to build, buy, or extend AI components.
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| Topic 3 | - Design AI-powered business solutions: Covers designing AI agents, Copilot integrations, and intelligent workflows using platforms like Copilot Studio, Microsoft Foundry, and Dynamics 365. It includes planning prompts, connectors, agent behaviors, and solution extensibility.
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Microsoft Agentic AI Business Solutions Architect Sample Questions (Q90-Q95):
NEW QUESTION # 90
A company uses Microsoft 365 and Dynamics 365
You need to recommend a solution lo automatically summarize email threads, generate suggested replies in Microsoft Outlook, and provide meeting preparation summaries that include relevant customer relationship management (CRM) data.
Solution: You recommend Microsoft 365 Copilot for Sales.
Does this meet the goal?
Answer: A
NEW QUESTION # 91
Scenario: A development team is building a complex, multi-step agent using the Microsoft Agent Framework. This agent needs to receive a high-level user request, break it down into the required sequence of internal API calls and knowledge base, and manage the execution flow of these steps to achieve the final outcome.
Within the Agentic Core, which specific sub-component is primarily responsible for analyzing the user's intent, determining the optimal sequence of required tools/APIs and data sources (RAG), and managing the logical execution flow of these steps?
- A. The Model Context Protocol (MCP) Interface
- B. The Planner and Orchestrator
- C. The Large Language Model (LLM)
- D. The Safety System
Answer: B
Explanation:
The Planner and Orchestrator is correct because this component is the "brain" of the Agentic Core. Its function is to take the user prompt, use the LLM to assist in decomposition, build a logical plan (Planner) of steps to solve the request, and then manage the execution of those steps using the available Tools and data sources (Orchestrator).
References:
https://learn.microsoft.com/en-us/agent-framework/media/agent.svg
https://techcommunity.microsoft.com/blog/educatordeveloperblog/ai-agents-planning-and- orchestration-with-the-planning-design-pattern---part-7/4399204
https://www.microsoft.com/en-us/microsoft-365/planner/microsoft-planner
NEW QUESTION # 92
A financial services firm wants an AI-powered solution to analyse customer interactions and provide next-best-action recommendations to relationship managers. The firm already uses Dynamics 365 Sales. The solution must integrate with their proprietary risk scoring system hosted in Azure.
Which approach best balances time-to-value with the firm's specific requirements?
- A. Build a custom AI solution from scratch in Microsoft Foundry using proprietary models
- B. Extend the existing Copilot for Sales in Dynamics 365 with custom connectors to the risk scoring system and configure business terms for the firm's domain
- C. Extend Microsoft 365 Copilot with custom connectors to the risk scoring system
- D. Buy a third-party AI sales analytics platform and integrate it with Dynamics 365
Answer: B
Explanation:
The firm already uses Dynamics 365 Sales, which includes Copilot for Sales with built-in next- best-action capabilities. Extending this existing capability by configuring business terms (to teach Copilot the firm's domain language) and adding custom connectors (to integrate with the proprietary risk scoring system) provides the fastest time-to-value whilst meeting the specific integration requirement.
NEW QUESTION # 93
A company has an AI business solution.
You need to extend the solution so that Microsoft 365 Copilot can invoke external logic hosted in Azure services.
What should you include in the solution?
- A. custom engine agents
- B. Microsoft Power Platform connectors
- C. Microsoft Copilot Studio skills
Answer: B
Explanation:
Comprehensive and Detailed Explanation From Agentic AI Business Solutions Topics:
The correct answer is B. Microsoft Power Platform connectors .
In this scenario, the requirement is to enable Microsoft 365 Copilot to invoke external logic hosted in Azure services . That means Copilot needs a standardized way to call external systems, APIs, or service endpoints.
This is exactly what Microsoft Power Platform connectors are designed for.
Why this is correct:
Power Platform connectors provide a structured integration layer that allows Microsoft copilots and business solutions to interact with external services. When Azure-hosted logic is exposed through APIs, connectors can be used to make that logic callable from Copilot experiences.
This is important in AI-powered business solution architecture because copilots often need to do more than answer questions. They need to perform actions such as:
* calling Azure Functions
* interacting with Azure-hosted APIs
* retrieving data from external business systems
* triggering workflows
* passing parameters into enterprise services
Connectors act as the operational bridge between the conversational interface and the external execution logic.
From an agentic AI business solutions standpoint, this is the preferred enterprise pattern because it provides:
* reusability
* governance
* security
* low-code extensibility
* integration consistency across Microsoft business applications
Why the other options are incorrect:
A). Microsoft Copilot Studio skills
Skills are associated with extending agent capabilities, but they are not the primary answer when the requirement is specifically for Microsoft 365 Copilot to invoke Azure-hosted external logic. The practical integration mechanism in this case is the connector layer.
C). custom engine agents
Custom engine agents are used for more advanced orchestration scenarios where you bring your own backend agent runtime or external agent system. That is more complex than what the question asks. The question is not asking for a custom agent orchestration framework; it is asking how Microsoft 365 Copilot can invoke external Azure logic. Connectors are the more direct and appropriate solution.
Expert reasoning:
When a Microsoft exam question says:
* Microsoft 365 Copilot
* invoke external logic
* hosted in Azure services
the safest and strongest answer is usually the integration mechanism that exposes actions cleanly to the Copilot environment. That mechanism is Microsoft Power Platform connectors .
NEW QUESTION # 94
You are designing a low-code Al business solution by using Microsoft Copilot Studio.
The solution must include an agent that automates tasks by simulating user interactions across third-party apps and websites, such as clicking buttons, entering text, and extracting information from screens.
You need to recommend what to include in the agent.
What should you recommend?
- A. Copilot skills
- B. Computer Use in Copilot Studio
- C. a natural language understanding + (NLU+) model in Copilot Studio
- D. Model Context Protocol (MCP)
Answer: B
NEW QUESTION # 95
......
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