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| Section | Weight | Objectives |
|---|---|---|
| Configure agents and AI capabilities | 13% | - Manage autonomous service agents
|
| Configure work distribution and routing | 13% | - Implement workforce management
|
| Manage analytics and continuous improvement | 13% | - Implement governance and compliance
|
| Implement channels and engagement experiences | 33% | - Configure proactive engagement
|
| Configure representative experience and productivity | 18% | - Set up representative profiles and access
|
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84. Frage
A company is designing AI-powered self-service capabilities through voice agents for a contact center.
The solution must:
- Minimize AI consumption costs.
- Optimize automation coverage.
- Maintain consistent handling of repetitive and unpredictable customer requests.
You need to design the AI capability to meet the requirements.
What are two possible ways to achieve this goal? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Antwort: A,C
Begründung:
[A]
Implementing topic-based responses for repetitive intents and escalating unmatched queries is an appropriate solution because it directly minimizes high-consumption generative AI costs while maintaining predictable and consistent handling for common, repetitive customer requests.
Minimize AI Consumption Costs: Using deterministic, topic-based structures for predictable queries avoids expensive, continuous token consumption from open-ended generative AI models on every single call.
Optimize Automation Coverage: It automates high-volume, repetitive interactions efficiently without wasting system resources on complex generation.
Maintain Consistent Handling: Predefined topic paths guarantee that standard answers (like business hours or order status) are delivered identically every time, while unpredictable queries cleanly route to human agents or secondary support. [
[B]
Combining deterministic topic flows with generative fallback for unmatched intents is a good solution to balance cost, coverage, and consistency in a Dynamics 365 Contact Center environment.
Minimize AI consumption costs: Deterministic logic handles predictable, high-volume repetitive tasks (such as ID verification or basic order lookups) using fixed, low-cost paths instead of expensive generative AI tokens.
Optimize automation coverage: Generative AI acts as a flexible fallback for unpredictable or unique requests that fall outside rigid rule-based menus, expanding the topics the voice agent can handle.
Maintain consistent handling: Repetitive processes follow strict, tested compliance flows, while unpredictable queries still receive natural, context-aware responses.
Incorrect:
[Not D] Apply generative AI selectively for low-confidence intents identified through classification.
Does not optimize automation coverage. If an intent is completely unmapped or unpredictable, traditional classification models will completely fail to categorize it, bypassing the AI entirely.
[Not E] Route repetitive intents through IVR only and avoid conversational AI Fails to optimize containment or account for the dynamic, multi-intent variations within conversational environments, leading to brittle customer experiences and high agent escalation.
Reference:
https://www.newdynamicllc.com/microsoft-dynamics-365-contact-center-what-real-time-voice-agents-mean-for-service-operations
85. Frage
A company uses Dynamics 365 Contact Center to handle customer interactions across multiple channels. Supervisors are responsible for monitoring active conversations and intervening when issues occur.
Supervisors report that they must switch between multiple pages to view conversations and take action, which delays response time.
The company requires supervisors to monitor conversations and take action without leaving a single interface.
You need to configure and monitor SLAs to support contact center operations.
What should you do?
Antwort: D
Begründung:
To solve this issue, you should Configure the Supervisor experience. The Supervisor experience dashboard in Dynamics 365 Contact Center is specifically designed to provide a unified, single- page interface. It allows supervisors to monitor active, real-time conversations across multiple channels and take immediate interventions (such as joining a chat or assigning a conversation) without navigating away.
Reference:
https://learn.microsoft.com/en-us/dynamics365/contact-center/use/all-ongoing-conversations
86. Frage
Case Study 1 - Fabrikam, Inc
Background
Fabrikam, Inc. is a mid-sized global company that provides outsourced customer support services for retail and telecommunications clients. The company operates multiple regional contact centers. Fabrikam, Inc. is transitioning to a unified cloud-based platform by implementing Microsoft Dynamics 365 Contact Center.
The goal is to improve customer satisfaction, reduce average handling time, and increase workforce productivity while enabling AI-assisted customer interactions.
Fabrikam, Inc. has an established Microsoft ecosystem, including Microsoft Azure and Microsoft Power Platform. The company requires that all implementations follow best practices for scalability, maintainability, and governance, while aligning with internal governance and security standards.
Current environment
Contact Center infrastructure
- Fabrikam, Inc. currently uses an outdated on-premises telephony system that does NOT integrate with modern CRM systems.
- The company is migrating to Dynamics 365 Contact Center to support voice-based interactions.
- Azure resources are centrally managed by the IT team.
- Azure Application Insights is provisioned but not yet connected to any contact center workload.
- Microsoft Entra ID is used for identity and access management.
Application lifecycle management (ALM)
- The company maintains separate development, test, and production environments in Microsoft Dataverse.
- Solutions are deployed as managed or unmanaged depending on the environment.
- Configuration data must be moved between environments without manual recreation.
- The IT team requires repeatable and governed deployment processes.
Users and roles
- Customer service representatives (CSRs) handle inbound customer calls.
- Supervisors monitor performance and manage workforce scheduling.
- Administrators configure and maintain the system.
- Roles are defined for CSRs, supervisors, and administrators, but permissions are not consistently enforced.
- Access must be restricted based on user responsibilities to enforce least privilege.
Business requirements
Voice channel
- Customers must be able to contact customer support through an inbound voice channel.
- Incoming calls must be routed to available CSRs based on predefined criteria.
- Customer input must be collected through an automated interaction before routing.
- Some inquiries must be resolved without involving a human representative.
- When escalation is required, CSRs must receive relevant information collected earlier in the interaction.
Workforce management (WFM)
- Supervisors must define shifts and assign schedules for CSRs.
- CSRs must receive interactions during their scheduled shifts only.
- Some shifts must allow for times that do NOT accept phone calls.
- WFM capabilities must be enabled within the contact center solution.
AI and automation
- The solution must support AI-driven capabilities to handle frequently asked customer questions.
- The system must support generative AI for natural, conversational interactions.
- When an issue cannot be resolved automatically, escalation paths must be defined.
Routing and work assignment
- Customer interactions must be managed through a structured process to ensure consistent handling.
- Information collected during the voice agent interactions must be available to CSRs.
- CSRs must be assigned to handle interactions based on their expertise.
Analytics and monitoring
- The company must monitor conversation performance and identify and troubleshoot issues affecting customer experience.
- The solution must provide detailed diagnostic information to support troubleshooting across the interaction lifecycle.
- Supervisors must be able to analyze interaction quality and identify trends and bottlenecks.
Technical requirements
Voice channel configuration
- Dynamics 365 Contact Center must be used to support voice-based customer interactions.
- The solution must support inbound calling through configured phone numbers.
- Voice interactions must be routed in a way that follows best practices for scalability and consistent performance.
IVR and voice agents
- IVR flows must support both naturally spoken input and keypad input.
- Voice agents must be configured by using Copilot Studio.
- AI agents must be able to retrieve customer data from backend systems when needed.
Security and access
- Access must be restricted based on user responsibilities and follow the principle of least privilege.
- CSRs must access records relevant to only the interactions they handle.
- Supervisors must have visibility into CSR performance and schedules.
- Administrators must have full access to configure and manage the solution.
ALM and deployment
- Production deployments must use managed solutions.
- Configuration data must be moved between environments by using supported tools and without manual recreation.
- Deployment processes should be automated to ensure consistency and reliability.
Issues
- The current system lacks integration between voice interactions and CRM systems.
- CSRs receive calls outside of their scheduled shifts.
- Fabrikam, Inc. has no consistent process for deploying configurations across environments.
- AI capabilities are underused, resulting in increased interaction volumes.
- Some customers interact from a noisy environment, which makes it difficult for CSRs and agents to serve them efficiently.
- Supervisors lack visibility into detailed conversation diagnostics.
- Access permissions are not consistently aligned with user responsibilities, causing access inconsistencies.
Drag and Drop Question
You need to design AI-driven interactions based on the voice channel business requirements.
How should you perform the configurations? To answer, move the appropriate features to the correct requirements. You may use each feature once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
Box 1: Intent-based interaction flow
An Intent-based interaction flow is the setup that directly addresses the problem of automatically resolving common inquiries.
Automatic Resolution: This setup uses Natural Language Processing (NLP) to understand what the caller wants (their "intent") and matches it to pre-configured bot topics. For common inquiries like "What is my order status?" or "How do I reset my password?", the AI agent can complete the task and resolve the issue without human intervention.
Self-Service Efficiency: It acts as an advanced, conversational IVR (Interactive Voice Response) that deflects high-volume, repetitive calls away from your human agents.
Box 2: Context variable configuration
To share previously collected information with downstream interactions in a Dynamics 365 Contact Center AI voice environment, you should use Context variable configuration.
To ensure that downstream components (like Azure Health Bot, Copilot Studio, or routing engines) can read what the initial voice agent collected, you must first define and map Context Variables.
Context variables act as the storage containers for the data.
Escalation context transfer is simply a mechanism that delivers those containers to a human agent. Without configuring the context variables first, the escalation transfer would have no data to pass.
Box 3: Escalation with context transfer
You should use escalation with context transfer.
In a Dynamics 365 Contact Center environment, passing collected interaction data from an AI- driven Voice channel (such as a Copilot Studio voice agent) to a live human representative is natively handled via contextual transfers.
Eliminates Customer Repetition: When the AI agent escalates the call, the entire conversational history, collected customer details, intent, and progress transfer intact.
Automatic Record Linking: Context variables passed during the escalation allow the routing engine to automatically identify and link customer profiles or existing cases.Live Transcript Availability: Once a live representative accepts the call, the complete transcript of the AI agent's voice conversation is populated directly onto their conversation widget dashboard.
Scenario: Business requirements, Voice channel
- Customers must be able to contact customer support through an inbound voice channel.
- Incoming calls must be routed to available CSRs based on predefined criteria.
- Customer input must be collected through an automated interaction before routing.
- Some inquiries must be resolved without involving a human representative.
- When escalation is required, CSRs must receive relevant information collected earlier in the interaction.
Reference:
https://learn.microsoft.com/en-us/dynamics365/contact-center/administer/set-up-voice-agents-to-use-intents
https://learn.microsoft.com/en-us/dynamics365/customer-service/administer/context-variables-for-bot
https://learn.microsoft.com/en-us/dynamics365/customer-service/develop/bot-escalate-end-conversation
87. Frage
Drag and Drop Question
A company integrates an external workforce management system with Dynamics 365 Customer Service.
Routing must be based on customer service representatives' (CSRs) schedules from the external system.
CSRs must NOT receive work when they are unavailable based on those schedules.
You need to configure the routing behavior.
Which actions should you perform? To answer, move the appropriate actions to the correct requirements. You may use each action once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
Box 1: Enable shift-based routing
To base routing on external workforce management (WFM) schedules, you must configure shift- based routing and opt in each representative by setting the msdyn_generatecalendarfromshift column to True for the corresponding bookableresource entry.
Configuration Steps
Enable Workforce Management: Ensure Workforce Management for Customer Service is enabled or a non-Microsoft/WFM adapter is configured to import representative schedules into Dynamics 365.
Opt-in Representatives: Set the msdyn_generatecalendarfromshift column to True on the bookableresource record for every agent included in shift-based routing.
Configure Unified Routing: Set up workstreams, advanced queues, and custom assignment methods in the Customer Service Admin Center to respect the imported shift calendars.
Box 2: Configure shift activity types
You should set up shift activity types, but they are only one component of a complete solution. To ensure that Customer Service Representatives (CSRs) do not receive work when they are unavailable, you must configure shift-based routing alongside your external Workforce Management (WFM) integration.
Configure Shift Activity Types:Define specific non-work activities (such as Breaks, Lunch, and Training) within your shift templates. When these activities are active, the system recognizes that the agent is unavailable for routing.
Reference:
https://learn.microsoft.com/en-us/dynamics365/customer-service/administer/configure-routing-on-agent-calendar
https://learn.microsoft.com/en-us/dynamics365/release-plan/2025wave1/service/dynamics365-contact-center/create-manage-shift-plans-effective-staffing-service-coverage
88. Frage
Drag and Drop Question
A company uses separate development, test, and production environments for Dynamics 365 Contact Center.
The company plans to move approved customizations downstream by using a repeatable ALM process. The process must package the changes and restrict direct editing in target environments.
You need to package Contact Center customizations for the deployment process.
Which action should you perform for each requirement? To answer, move the appropriate actions to the correct requirements. You may use each action once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
Box 1: Create a solution that contains the required components
Incorrect:
* Expert unmanaged changes directly from production
To meet your Application Lifecycle Management (ALM) requirements for Dynamics 365 Contact Center, you must export the customizations from the development, not from production, environment as a managed solution.
In Steps
*-> 1. Develop in Unmanaged Solutions: Create and group all Contact Center configurations and customizations (such as unified routing configurations, agent experience profiles, and chat widgets) within an unmanaged solution inside your Development environment.
2. Export as Managed: Package these components for downstream deployment by exporting the solution as a managed solution.
3. Deploy Downstream: Import this sealed, managed solution package into your Test and Production environments. This blocks direct modifications in production and maintains a predictable, repeatable promotion path.
Box 2: Import the package as a managed solution in the target environments To meet the requirement of promoting customizations from development to test while restricting direct editing in target environments, you must export the unmanaged solution from the development environment and import it into the test environment as a managed solution.
Reference:
https://learn.microsoft.com/en-us/power-platform/architecture/reference-architectures/enterprise-power-platform-alm
89. Frage
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