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NEW QUESTION # 107
A company has a canvas app named App1 in a Microsoft Power Platform environment named Env1.
Env1 uses a customer-managed key for data encryption. App1 connects to multiple data sources to retrieve and update customer and order information.
You need to recommend a solution to add Microsoft Copilot components to App1. The solution must NOT modify the current security or encryption configurations of Env1.
What should you include in the recommendation?
Answer: C
Explanation:
To add Microsoft Copilot components to your canvas app without changing the current environment's security or encryption (Customer-Managed Key), you should move the app to a new environment that uses Microsoft-managed keys.
Core Technical Limitation
Microsoft Power Platform environments configured with a Customer-Managed Key (CMK) currently do not support certain Copilot and generative AI features. These features continue to rely on Microsoft-managed encryption keys for their specific internal data processing.
Reference:
https://learn.microsoft.com/en-us/power-platform/admin/manage-encryption-key
NEW QUESTION # 108
A company has an Azure environment that supports multiple business units.
The company plans to implement an Al solution that will perform sentiment analysis on customer product reviews. You need to evaluate the potential cost of the solution to support return on Al investment (ROAI) analysis. What should you use?
Answer: D
Explanation:
The requirement is to evaluate the potential cost of an AI solution before deployment so the company can support a return on AI investment (ROAI) analysis .
The correct choice is C. Azure pricing calculator .
Why C is correct:
The Azure pricing calculator is used to estimate the expected cost of Azure services before implementation.
For an AI solution such as sentiment analysis on customer product reviews , it helps estimate likely spending across the relevant Azure components and usage patterns. That makes it the right tool for cost forecasting as part of ROAI planning.
Why the other options are not correct:
* A. Total Cost of Ownership (TCO) Calculator TCO is mainly used to compare broader infrastructure costs, often for migration or environment-level cost comparisons, not detailed service pricing estimation for a planned Azure AI solution.
* B. Azure Reservations Reservations are a purchasing/discount mechanism, not the primary tool for estimating potential solution cost.
* D. Azure Monitor Azure Monitor tracks operational metrics and runtime health after deployment; it is not used for pre-deployment cost estimation.
NEW QUESTION # 109
A company plans to deploy a Microsoft Copilot Studio agent to enhance customer support.
The company stores customer data across ServiceNow, Microsoft Dynamics 365 Finance, Dynamics 365 Supply Chain Management, and Excel files in SharePoint Online.
You need to recommend a solution to ensure that the agent can deliver accurate and timely responses.
What should you recommend?
Answer: C
Explanation:
The agent must deliver accurate and timely responses while customer data is spread across several systems:
ServiceNow
Dynamics 365 Finance
Dynamics 365 Supply Chain Management
Excel files in SharePoint Online
The most appropriate recommendation is Microsoft Power Platform connectors because they are the standard low-code integration mechanism for bringing together data and actions from multiple enterprise systems inside Microsoft Copilot Studio.
Why D is correct:
Connectors let the agent access data across different business systems
They reduce development effort compared with custom integration patterns They help the agent ground responses on the latest data from connected sources Why the other options are not the best fit:
A). Enable incremental indexing in Azure AI SearchUseful in search-based architectures, but the core issue here is connecting multiple business systems into the agent solution.
B). Implement a model router for query handlingA router helps distribute requests, but it does not solve enterprise data access and grounding across these systems.
C). Create custom promptsPrompting alone does not integrate the source systems or ensure current enterprise data access.
NEW QUESTION # 110
Drag and Drop Question
A company has a cloud-based AI solution that uses Azure OpenAI models.
You need to design a monitoring solution that meets the following requirements:
- Monitors performance metrics and operational health for the models
- Monitors AI apps and agents for compliance
- Uses Azure-native capabilities
- Minimizes development effort
What should you use for each requirement? To answer, drag the appropriate options to the correct requirements. Each option may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 111
A company has a portfolio of AI initiatives at different stages of development.
You need to recommend a structured approach to evaluating the return on AI investment (ROAI) across all the initiatives. The solution must balance immediate results with long-term values and strategic innovations.
What should you include in the recommendation?
Answer: D
Explanation:
Comprehensive and Detailed Explanation From Agentic AI Business Solutions Topics:
The correct answer is B. a horizon-based framework .
This question is about evaluating ROAI across a portfolio of AI initiatives that are at different stages of development . The key requirement is to use a structured approach that balances:
* immediate results
* long-term value
* strategic innovation
That wording maps directly to a horizon-based framework .
Why B is correct
A horizon-based framework is designed to evaluate investments across different time horizons, typically separating initiatives into categories such as:
* near-term / operational value
* mid-term / growth and optimization value
* long-term / transformational or strategic innovation value
This makes it ideal for AI portfolios, because AI initiatives rarely create value on the same timeline.
For example:
* one AI initiative may reduce support costs this quarter
* another may improve forecasting over the next year
* another may be experimental but create major strategic advantage later A horizon-based framework helps leadership avoid a common mistake in AI investment governance: judging every initiative only by short-term ROI.
From an agentic AI business solutions perspective, this is especially important because AI portfolios often include a mix of:
* automation projects
* copilots and agents
* analytics and prediction models
* innovation pilots
* foundational data and governance investments
Some of these generate measurable savings quickly, while others create value through capability-building, competitive advantage, or future scalability. A horizon-based framework gives a balanced and executive- friendly way to assess all of them.
Why the other options are incorrect
A). a simple cost and benefit analysis
This is too narrow for a portfolio of AI initiatives with different maturity levels. It may help with individual projects, but it does not effectively balance short-term wins with longer-term innovation value.
C). the internal rate of return (IRR) function
IRR is a financial evaluation tool, but it is not the best structured portfolio framework for AI initiatives, especially where strategic and non-immediate benefits matter. AI value often includes intangible and capability-based outcomes that IRR alone does not capture well.
D). a prioritization grid
A prioritization grid helps rank initiatives, usually by factors like impact and effort, but it is not primarily a framework for evaluating ROAI over different time horizons. It supports selection, not full portfolio return evaluation.
Expert reasoning
When a question includes these ideas together:
* portfolio of initiatives
* different stages of development
* immediate and long-term value
* strategic innovation
the strongest answer is a horizon-based framework .
That is the best way to assess AI investments across short-term, medium-term, and transformational horizons without undervaluing strategic initiatives.
NEW QUESTION # 112
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