MB-910 Hard Questions — 25 Difficult Questions

Question 1

The exhibit shows a configuration for predictive scoring. A sales rep notices that opportunities with very high estimated values are always scored highest regardless of low probability. What is the most likely cause?

Choose an answer to begin — your selection is scored in the full session.

Accepted Answer

The estimatedvalue weight of 0.4 overemphasizes revenue. The estimatedvalue weight of 0.4 is the highest single weight in the predictive scoring model, causing revenue to dominate the score. Even when probability is low, the high estimated value overrides other factors, leading to opportunities with very high estimated values always scoring highest. This imbalance means the model is not properly normalizing the influence of revenue versus likelihood of close.

Answer

The normalization method is incorrect

Answer

The createdon weight of 0.2 is too high

Answer

The probability weight is too low

Question 2

A field service organization wants to use IoT alerts from connected equipment to automatically create work orders in Dynamics 365 Field Service. Which feature enables this integration?

Accepted Answer

Connected Field Service. Connected Field Service is a Dynamics 365 Field Service feature that integrates with Azure IoT Hub to automatically create work orders from IoT alerts. Option A is wrong because Dynamics 365 Customer Service is for case management, not IoT integration. Option B is wrong because Azure IoT Central is an IoT solution platform, but the direct integration with Field Service is through Connected Field Service, not IoT Central. Option C is wrong because Power BI is a reporting tool, not for IoT-driven work order creation.

Answer

Dynamics 365 Customer Service

Answer

Azure IoT Central

Answer

Power BI

Question 3

A company uses Customer Insights to manage customer data. They want to ensure compliance with GDPR by allowing customers to request deletion of their data. What is the recommended approach?

Accepted Answer

Use the 'Delete data' option in Customer Insights admin portal. Customer Insights provides a built-in 'Delete data' option in the admin portal that allows administrators to delete all data for a specific customer profile, including associated activities and relationships, to comply with GDPR deletion requests. This feature ensures that the deletion is performed within the Customer Insights data store, which is the primary system of record for unified customer profiles, without requiring changes to source systems or retention policies.

Answer

Change the data retention policy to zero days

Answer

Reconfigure Data sources to exclude the customer

Answer

Manually delete records from the source systems

Question 4

Refer to the exhibit. A sales admin runs the PowerShell command and wants to retrieve the stages of the 'Opportunity Sales Process' Business Process Flow. However, the command returns no stages. What is the most likely reason?

Accepted Answer

The cmdlet requires the Business Process Flow ID, not name. The cmdlet used to retrieve Business Process Flow stages, such as `Get-ProcessFlowStage`, typically requires the unique identifier (GUID) of the Business Process Flow, not its display name. When the name is passed instead of the ID, the cmdlet cannot locate the BPF and returns no stages. This is a common parameter requirement in Dynamics 365 PowerShell modules.

Answer

The PowerShell module is not imported

Answer

The admin lacks read permissions on the BPF

Answer

The name is case-sensitive

Question 5

Which TWO of the following are essential components of a Dynamics 365 Field Service implementation for a company that wants to use resource scheduling optimization? (Select TWO.)

Accepted Answer

Resource Scheduling Optimization. Options D and E are correct. Resource Scheduling Optimization and Bookable Resources are essential for automated scheduling. Option A (Field Service mobile app) is not required for scheduling optimization. Option B (Customer self-service portal) is not essential. Option C (IoT devices) is optional.

Answer

Field Service mobile app

Answer

Customer self-service portal

Answer

IoT devices

Question 6

A field service organization uses Dynamics 365 Field Service. They want to ensure technicians have the correct spare parts before arriving at a job. Which feature should be used to optimize inventory?

Accepted Answer

Inventory Management and Pick Pack scenarios. Inventory Management and Pick Pack scenarios in Dynamics 365 Field Service ensure that the required spare parts are picked and packed for technician jobs, optimizing inventory and ensuring parts availability. Option A is wrong because Resource Scheduling Optimization focuses on scheduling technicians, not inventory. Option B is wrong because Connected Field Service deals with IoT and remote monitoring, not inventory optimization. Option C is wrong because Dynamics 365 Customer Service manages customer cases and support, not inventory.

Answer

Resource Scheduling Optimization

Answer

Connected Field Service

Answer

Dynamics 365 Customer Service

Question 7

A company using Dynamics 365 Field Service has technicians who often arrive at jobs without the correct parts, causing delays. They want to ensure technicians have the necessary inventory before arriving. What is the best approach?

Accepted Answer

Configure inventory journals and pick lists on work orders. Configuring inventory journals and pick lists on work orders allows the system to reserve and prepare the required parts before the technician arrives. Option B is incorrect because Dynamics 365 Copilot can suggest parts but does not manage inventory availability or reservation. Option C is incorrect because barcode scanning helps track parts usage but does not pre-stage inventory. Option D is incorrect because the schedule board is used for scheduling and dispatch, not for inventory management.

Answer

Use Dynamics 365 Copilot to suggest parts

Answer

Implement barcode scanning on mobile devices

Answer

Display inventory levels on the schedule board

Question 8

Which TWO data types are used by Dynamics 365 Sales to calculate a predictive score for an opportunity? (Choose two.)

Accepted Answer

Real-time activity data. Dynamics 365 Sales uses real-time activity data (e.g., emails, meetings, and calls logged against the opportunity) to capture current engagement signals, which are critical for calculating a predictive score. Historical opportunity data (e.g., win/loss rates, deal size, and duration) provides the baseline patterns that the machine learning model learns from to forecast the likelihood of closing a deal.

Answer

Product catalog details

Answer

Social media sentiment

Answer

Competitor price lists

Question 9

A company is planning to use Dynamics 365 Customer Insights to enrich customer profiles with external demographic data. Which TWO of the following are valid methods to bring in external data? (Choose two.)

Accepted Answer

Use an OData connector to pull data from a partner data provider. Dynamics 365 Customer Insights supports OData connectors, which can pull data from external partner data providers. OData is a standardized RESTful protocol that allows seamless integration of external datasets, such as demographic enrichment sources, into Customer Insights profiles.

Answer

Connect to Azure Data Lake only via Dataflows

Answer

Import from Excel Online using a direct connection

Answer

Synchronize data from LinkedIn Sales Navigator

Question 10

A company wants to optimize their field service scheduling by considering technician skills, travel time, and customer priority. Which Dynamics 365 Field Service tool should they use?

Accepted Answer

Resource Scheduling Optimization. Resource Scheduling Optimization (RSO) uses constraint-based scheduling to automatically assign the best technician based on skills, travel time, and customer priority. Option C (Schedule Board) is a manual scheduling tool that does not automate optimization. Option B (Field Service mobile app) is used by technicians to view and update work orders. Option D (Connected Field Service) is for IoT integration and remote monitoring.

Answer

Field Service mobile app

Answer

Schedule Board

Answer

Connected Field Service

Question 11

Which TWO data sources can be used to enrich customer profiles in Dynamics 365 Customer Insights? (Choose two.)

Accepted Answer

Third-party data providers. Dynamics 365 Customer Insights allows you to enrich customer profiles by integrating data from third-party data providers, such as Experian or Acxiom, to add attributes like demographic or firmographic information. This enrichment process uses the 'Enrichment' feature within the app, which connects to external data sources via connectors to enhance existing customer data.

Answer

SharePoint document libraries

Answer

Power BI dashboards

Answer

Finance and Operations general ledger

Question 12

Refer to the exhibit. A Dynamics 365 Marketing segment is configured to include customers with purchase date on or after January 1, 2025. The segment refreshes daily. A customer purchased on December 31, 2024. Why is this customer not included?

Accepted Answer

The purchase date does not meet the condition. The criterion requires purchase date >= 2025-01-01, and the customer's date is before that. Option A is wrong because the field exists. Option B is wrong because the operator is correct. Option C is wrong because the refresh is daily.

Answer

The field name is incorrect

Answer

The operator should be 'lessThan'

Answer

The segment refreshes only weekly

Question 13

A company wants to provide customer service agents with a 360-degree view of the customer including recent interactions, purchases, and sentiment. Which Dynamics 365 Customer Insights feature should they use?

Accepted Answer

Unified customer profile. The unified customer profile in Dynamics 365 Customer Insights aggregates data from multiple sources (e.g., sales, service, marketing) into a single, 360-degree view of each customer. This includes recent interactions, purchase history, and sentiment scores, enabling agents to see the complete customer journey. The other options focus on analytics or grouping, not on providing a holistic, real-time profile.

Answer

Prediction models

Answer

Measures

Answer

Segments

Question 14

Which TWO actions can be performed using Copilot in Dynamics 365 Customer Service?

Accepted Answer

Summarize a case conversation for a handoff.. Copilot in Dynamics 365 Customer Service can summarize a case conversation, including key details and resolution steps, to provide a concise handoff summary for another agent or supervisor. This leverages generative AI to extract relevant information from the conversation history, reducing manual effort and ensuring continuity during case transfers.

Answer

Create a new knowledge article from scratch.

Answer

Update the routing rule for high-priority cases.

Answer

Generate a real-time dashboard of case metrics.

Question 15

An agent is working on a case titled 'User cannot reset password'. The agent opens the knowledge article shown in the exhibit. The agent expects the article to be automatically suggested by Copilot, but it is not. What is the most likely reason?

Accepted Answer

The keywords in the article do not match the case context. Copilot suggests articles based on the keywords in the article matching the case title and description. If the keywords do not match the case context, the article will not be automatically suggested. Option A is incorrect because malformed content would not prevent keyword matching. Option C is incorrect because if the article's status is not Published, it would not be available at all, but the agent is able to open the article, so it must be published. Option D is incorrect because Copilot matches keywords, not language.

Answer

The article content is malformed

Answer

The article status is not set to Published

Answer

The language is set to en-US but the case is in another language

Question 16

Based on the SLA configuration exhibit, what will happen if a case is not resolved within 20 hours?

Accepted Answer

A warning notification will be sent.. The SLA configured with a warning time of 20 hours means that if the case is not resolved within 20 hours, a warning notification will be sent. Option A is incorrect because escalation would require a separate failure action after the target time (24 hours). Option B is incorrect because the SLA is marked as failed only when the failure time (24 hours) is exceeded, not at the warning time. Option C is incorrect because reassignment is not automatically triggered by warning time; it would be a separate action. Thus, D is correct.

Answer

The case will be escalated to a manager.

Answer

The SLA will be marked as failed.

Answer

The case will automatically be reassigned.

Question 17

A company uses Customer Insights to unify customer data. After unification, they notice that some customers appear as duplicates despite high match confidence. What should they do to resolve this?

Accepted Answer

Adjust deduplication rules. Customer Insights uses deduplication rules to define how duplicate customer profiles are identified and merged. Even when match confidence is high, the system may still detect duplicates if the deduplication rules are not configured to handle specific data patterns, such as variations in name formatting or address details. Adjusting these rules allows you to fine-tune the matching logic to resolve false duplicates.

Answer

Re-run data ingestion

Answer

Use enrichment to add more data

Answer

Increase the match confidence threshold

Question 18

A company wants to implement a self-service portal where customers can submit cases, track progress, and find knowledge articles. Which Dynamics 365 component should be used?

Accepted Answer

Customer Service portal. The Customer Service portal is a purpose-built self-service portal for Dynamics 365 Customer Service, allowing customers to submit cases, track progress, and access knowledge articles. Option A is wrong because Power Pages is a general-purpose portal builder, not specific to customer service. Option C is wrong because Microsoft Copilot Studio is used for building chatbots and conversational AI, not a self-service portal. Option D is wrong because Omnichannel for Customer Service is for live agent interactions across channels, not self-service.

Answer

Power Pages

Answer

Microsoft Copilot Studio

Answer

Omnichannel for Customer Service

Question 19

A customer service agent is using Dynamics 365 Customer Service and needs to see all interactions with a customer across email, chat, and phone. Which component provides this unified view?

Accepted Answer

Timeline. Timeline. Timeline provides a unified chronological view of all customer interactions across email, chat, and phone calls, allowing agents to see the full history. Option A is incorrect because Dynamics 365 Copilot provides AI assistance, not a unified interaction view. Option B is incorrect because the case form displays case details and related records but not all interactions automatically. Option C is incorrect because Customer Service Insights is an analytics tool for reporting, not for providing a real-time unified view of interactions.

Answer

Dynamics 365 Copilot

Answer

Case form

Answer

Customer Service Insights

Question 20

A company using Dynamics 365 Customer Insights notices that the unified customer profiles show duplicate records for some customers. They have already configured matching rules. What should they do to resolve the duplicate records that are not being merged?

Accepted Answer

Review and refine the matching rules, and use the merge conflicts resolution feature. When duplicate records remain after configuring matching rules, the correct approach is to review and refine those rules to improve matching accuracy, and use the merge conflicts resolution feature to handle cases where records are not merged automatically. This allows for manual intervention or adjustments to the matching criteria. The other options are excessive or ineffective: disabling unification loses progress, manually deleting in source systems doesn't address the root cause and may cause data loss, and re-ingesting all data is unnecessary and time-consuming.

Answer

Disable data unification and start over

Answer

Delete duplicate records manually in the source systems

Answer

Re-ingest all data from source systems