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| Section | Objectives |
|---|---|
| Topic 1: Knowledge and case management with AI | - Configure knowledge base for agent assistance - Implement case routing and automation rules |
| Topic 2: Design AI-enabled contact center experiences | - Configure Dynamics 365 Customer Service capabilities - Implement AI-assisted agent experiences with Copilot |
| Topic 3: Optimize agent productivity using Copilot and automation | - Configure workflow automation for service operations - Use Copilot for response generation and summarization |
| Topic 4: Measure and improve customer experience analytics | - Analyze contact center performance metrics - Use insights to improve service quality |
| Topic 5: Implement omnichannel engagement | - Enable voice and unified routing scenarios - Configure digital messaging and chat channels |
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NEW QUESTION # 48
Case Study 3 - VanArsdel, Ltd
Background
VanArsdel, Ltd. is a global company that provides outsourced customer support services for enterprise clients across multiple industries, including retail, healthcare, and financial services.
VanArsdel, Ltd. is implementing Microsoft Dynamics 365 Contact Center to modernize its contact center operations. The company aims to provide a unified omnichannel experience for customers and improve customer service representative (CSR) productivity through AI-driven tools and automation.
The implementation will support voice, chat, and digital messaging channels. The initial rollout focuses on voice capabilities and AI-assisted CSR experiences. The solution must be scalable and configurable using out-of-the-box functionality where possible.
The company employs approximately 500 CSRs, 50 supervisors, and a small team of system administrators responsible for configuration and maintenance. Some back-office CSRs are available for consultations with frontline CSRs.
VanArsdel, Ltd. currently operates multiple outdated CCaaS platforms across its divisions. The company is concerned about CSR adoption and therefore plans to adopt a phased approach. The company plans to use its existing CCaaS solution with Copilot Service workspace to enable adoption of the agent desktop while the voice channel and associated capabilities are developed.
Current environment
Contact Center channels
VanArsdel, Ltd. currently uses an outdated telephony system integrated with a third-party CRM.
The system lacks support for modern APIs and does not provide advanced analytics or AI capabilities.
The company plans to replace the outdated system with Dynamics 365 Contact Center and Microsoft Teams Phone functionality.
Outbound communication capabilities are limited in the current system to SMS only and must be enhanced to support proactive engagement campaigns. A third-party tool is used to manage current campaigns.
CSR experience
CSRs currently rely on multiple disconnected systems to manage customer interactions. This results in inefficiencies and increased handling times.
The new solution must provide a unified interface with embedded productivity tools, including:
- AI-powered suggestions during live interactions.
- Suggested responses based on the CSR's interaction with the agent desktop and the conversation context.
- Real-time transcription and sentiment analysis.
- Integration with company-owned knowledge bases.
CSRs must be able to interact with customers through voice and digital channels within a single workspace. The sales director requires CSRs to be able to collect orders from their third-party order management tool from the Productivity panel. CSRs must be prevented from accessing payment information.
Data protection and compliance
VanArsdel, Ltd. handles sensitive customer data, including personally identifiable information (PII) and payment details.
The company must comply with strict data protection regulations, including:
- Masking sensitive data during live interactions.
- Preventing National Identity and payment card information from being stored in transcripts and AI generated summaries.
- Ensuring secure handling of customer information across all channels.
The current system does NOT provide adequate data masking capabilities.
Integration requirements
The company uses several internal systems, including:
- A customer account management system.
- A billing platform.
- A knowledge management system.
These systems must be integrated with Dynamics 365 Contact Center to provide CSRs with relevant information during interactions.
The company also has a third-party marketing platform. However, the company currently does NOT plan to integrate the platform and instead is evaluating Customer Insights - Journeys.
Business requirements
Voice channel implementation
VanArsdel, Ltd. must implement a voice channel that meets the following requirements:
- Support inbound and outbound voice calls by using Microsoft Teams Phone.
- Enhance call controls by using SDK APIs.
- Allow supervisors to monitor and manage live calls.
- Provide real-time insights into call performance.
The solution must support scalability to handle peak call volumes during seasonal demand.
Proactive engagement
The company must implement proactive outbound engagement capabilities, including:
- Proactive Dialer to adjust call pacing based on CSR availability and answer rates.
- Trigger-based engagement based on customer actions.
- Integration with customer data to personalize outreach.
Outbound campaigns must be configurable without requiring custom code.
Agent assist and AI capabilities
VanArsdel, Ltd. must enhance CSR productivity by implementing AI-powered assistance features, including:
- Suggested responses during customer interactions.
- Automated knowledge article recommendations.
- Real-time transcription and summarization.
- Real-time assistance sent to the CSR in the send message box during chat conversations.
The company also plans to extend Copilot capabilities by integrating custom plugins, tools, and connectors.
Additionally, a bot must be implemented to support CSRs by providing interactable contextual guidance during interactions.
Voice agent configuration
The company must configure voice agents to support natural and efficient customer interactions.
The solution must include:
- Real-time speech recognition.
- Accurate transcription of customer conversations.
- Configurable voice settings to optimize performance.
Voice agents must follow best practices to ensure high-quality interactions and minimize errors.
Technical requirements
Channel Integration Framework
VanArsdel, Ltd. requires a phased approach to deploying the voice channel. The company plans to use its existing CCaaS solution with Copilot Service workspace to enable adoption of the agent desktop while the voice channel and associated capabilities are developed. The company requires the Channel Integration Framework to be built to:
- Click-to-act functionality for outbound communication.
- Integration with third-party applications.
- A consistent user experience for CSRs.
Sensitive data masking
The solution must include sensitive data masking capabilities that:
- Automatically detect and mask sensitive information during interactions.
- Prevent exposure of sensitive data in logs and transcripts.
- Allow administrators to configure masking rules.
Omnichannel JavaScript API
Custom extensions must be developed by using the Omnichannel JavaScript API to:
- Provide enhanced automation during a conversation.
- Display conversation dynamically based on the defined business process.
- Provide contextual information during customer interactions.
These extensions must be maintainable and align with best practices.
Supervisor experience
Supervisors must have access to advanced analytics and monitoring tools, including:
- Real-time dashboards for intraday CSR performance.
- Historical insights into call volumes and trends.
- Tools to manage and optimize CSR workloads.
The supervisor app must be used to provide actionable insights that improve operational efficiency.
Issues
VanArsdel, Ltd. has identified the following issues in the current environment:
- CSRs experience delays due to switching between multiple systems.
- Sensitive customer data is exposed during interactions.
- Outbound engagement capabilities are limited and not automated.
- Supervisors lack visibility into real-time performance metrics.
- Voice interactions lack transcription and AI-assisted features.
Problem statement
VanArsdel, Ltd. must implement a modern contact center solution by using Dynamics 365 Contact Center to:
- Improve CSR productivity through AI and automation.
- Ensure compliance with data protection regulations.
- Enhance customer engagement through proactive outreach.
- Provide a unified and efficient CSR experience.
- Enable supervisors to monitor and optimize operations effectively.
The solution must be scalable, secure, and aligned with best practices for configuring channels, AI capabilities, and integrations.
Drag and Drop Question
You need to implement programmatic control of voice interactions to enable interactions with back-office CSRs.
Which modules should you use? To answer, move the appropriate modules to the correct requirements. You may use each module 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.
Answer:
Explanation:
Explanation:
Box 1: Presence
To ensure the accuracy of the back-office availability status when integrating a third-party CCaaS solution with the Copilot Service workspace, you must use Presence.
In Dynamics 365 Contact Center / Omnichannel, Presence defines the representative's availability status (such as Available, Busy, or custom states). When blending external CCaaS voice capabilities with the native workspace, the Presence Synchronization APIs (e.g., CCaaS_GetPresence) are utilized programmatically to update and reflect accurate agent availability in real time across both platforms, preventing overbooking.
Box 2: Conversation
You can use the Conversation component to get a Copilot summary of an ongoing voice interaction in Dynamics 365 Contact Center.In a hybrid CCaaS (Bring Your Own Carrier/Channel) deployment model-where you use a third-party voice solution alongside the Copilot Service workspace-the native Dynamics 365 Conversation component is designed to display live transcripts and Copilot AI features like real-time summaries, sentiment analysis, and next-best actions.
Reference:
https://learn.microsoft.com/en-us/dynamics365/contact-center/use/voice-channel-agent-experience
https://learn.microsoft.com/en-us/dynamics365/guidance/reference-architectures/contact-center-dynamics-365-customer-service-enterprise
NEW QUESTION # 49
A company uses a third-party CRM as its primary system.
Customer service representatives must use Dynamics 365 Contact Center features without leaving the CRM system.
You need to set up Contact Center to meet the requirement.
What should you do?
Answer: B
Explanation:
Comprehensive and Detailed 150 to 250 words of Explanation From Dynamics 365 Contact Center AI Engineer/Course Guide/topics:
Embedded Dynamics 365 Contact Center is specifically designed for organizations that retain a non-Microsoft CRM while exposing Dynamics 365 Contact Center interaction capabilities directly inside that CRM experience. Microsoft provides an embedded conversation widget that can be placed in a non-Microsoft CRM or compatible web application, allowing representatives to handle voice or digital conversations without switching to a separate Dynamics application.
This is distinct from Dynamics 365 Channel Integration Framework. Channel Integration Framework primarily enables external communication providers-particularly third-party telephony systems-to integrate into Dynamics 365 model-driven applications. In this scenario, the direction is reversed: the organization wants Dynamics 365 Contact Center functionality inside its existing third-party CRM. Therefore, embedded Contact Center mode is the architectural match.
Synchronizing data from a third-party CCaaS platform would not itself provide the Dynamics conversation interface within the CRM and does not meet the requirement for representatives to conduct Contact Center interactions without leaving their primary application.
Study Guide reference: Deploy Dynamics 365 Contact Center -> Configure embedded Dynamics 365 Contact Center mode; configure and extend connectors for Dynamics 365 Contact Center.
NEW QUESTION # 50
You are configuring a pre-chat survey in a chat channel for customer support sessions, where the chat must be routed based on a value captured in that survey, and the same value must be reused in a macro after a CSR accepts the conversation. You need to configure the channel to meet the requirements.
What should you configure to make the captured survey value available in a macro?
Answer: B
Explanation:
Comprehensive and Detailed 150 to 250 words of Explanation From Dynamics 365 Contact Center AI Engineer/Course Guide/topics:
Conversation context variables are the bridge between information collected before a conversation and later Contact Center operations. Microsoft states that context variables enrich conversations with pre-conversation, channel, and custom context data. These variables can subsequently be consumed by routing rules and by representative productivity tools, including macros and scripts.
When a pre-chat survey asks the customer for information such as product, region, support category, or account type, the collected response can become conversation context. Unified routing can inspect that contextual value when determining the destination queue. After the CSR accepts the conversation, the same context remains associated with the interaction and can be referenced by a macro to populate records, launch actions, or insert contextual information.
A knowledge-article tag organizes knowledge content rather than conversation data. A static canned response has no dynamic relationship with a survey value. Queue priority influences work-item assignment order but does not preserve or expose customer-entered information.
The correct design is therefore to capture the survey response into a context variable and reuse that same contextual attribute throughout routing and representative productivity operations.
Study Guide reference: Implement channels -> Configure pre-chat surveys and context variables; configure productivity integration with macros.
NEW QUESTION # 51
A company configures a workstream and needs the system to automatically detect the skills required for incoming work and assign a priority. You need to configure classification.
What should you use for this?
Answer: B
Explanation:
Comprehensive and Detailed 150 to 250 words of Explanation From Dynamics 365 Contact Center AI Engineer/Course Guide/topics:
Work classification is the stage of unified routing that enriches an incoming work item with attributes that can subsequently drive routing and assignment. Microsoft states that classification rules can add detailed information to incoming work and that classification can be implemented through logical rules or machine-learning models.
For skill prediction specifically, Microsoft provides the intelligent skill finder model. Rather than requiring administrators to hardcode every skill relationship, the machine-learning model can analyze work-item content and identify the skills that should be attached to the item. The resulting required skills are then used by skill-based routing to find qualified representatives.
Classification can also populate attributes that downstream prioritization and assignment logic consume, allowing the workstream to make routing decisions according to the characteristics of the incoming request.
A static rule does not provide the adaptive detection requested. Manual supervisor tagging eliminates automation and does not scale. A session template operates only after the interaction reaches the CSR workspace and has no classification function.
Study Guide reference: Configure work distribution -> Configure work classification rulesets and AI-based intelligent skill classification.
NEW QUESTION # 52
Hotspot Question
A company uses voice agents to capture customer responses.
The system must store user input and reuse it later in the interaction.
You need to configure the solution.
How should you configure the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Create a variable.
To capture and store user input in a Dynamics 365 Contact Center environment (Copilot Studio / Power Virtual Agents voice channel), you must create a variable.
When a bot captures an answer from a customer via a question node or telemetry event, it immediately saves that specific user input directly into a designated variable for later use or data storage.
Incorrect:
[Configure variable initialization logic]
Configuring variable initialization logic only sets up the starting state or default value of a variable before any customer interaction takes place.
Box 2: Use a variable in conversation flow
Using a variable in the conversation flow allows Copilot Studio (or Power Virtual Agents) to dynamically call and inject the stored customer data into subsequent prompts, conditions, or API calls later in the session.
In a Dynamics 365 Contact Center environment, you should use a Bot variable (also known as a Topic variable) or a Global variable to reuse stored customer input later in the conversation flow.
Variable Types for Conversation Flow
Topic (Bot) Variables: Use these if you only need to reuse the customer's response within the same specific conversation topic.
Global Variables: Use these if you need to remember the customer's response across multiple different topics throughout the entire chat or voice session.
Reference:
https://learn.microsoft.com/en-us/microsoft-copilot-studio/authoring-variables
NEW QUESTION # 53
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