MB-910 Timed Hard Questions — 25 Difficult Questions

Question 1

A marketing team wants to send personalized email campaigns based on customer interactions. Which Dynamics 365 Marketing feature should they use?

Accepted Answer

Customer Insights - Journeys. Option D is correct because Customer Insights - Journeys offers real-time journey orchestration for personalized campaigns. Option A (Marketing Forms) captures data. Option B (Segmentation) groups contacts. Option C (Email Marketing) is basic bulk email.

Answer

Marketing Forms

Answer

Segmentation

Answer

Email Marketing

Question 2

Which THREE of the following are prerequisites for using Customer Insights predictive models?

Accepted Answer

Data types that match the model requirements (e.g., numeric, categorical). Option B is correct because Customer Insights predictive models require that the data types in your dataset match the model's expected schema—for example, numeric fields for regression or categorical fields for classification. If the data types are mismatched (e.g., a string where a number is expected), the model will fail to train or produce inaccurate predictions. This prerequisite ensures the underlying machine learning algorithms can process the data correctly.

Answer

Real-time data streaming

Answer

Power BI integration

Question 3

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. If duplicates remain, adjusting matching rules or using manual merge helps. Option C is correct. Option A is unrelated. Option B deletes data without resolution. Option D is too drastic.

Answer

Disable data unification and start over

Answer

Delete duplicate records manually in the source systems

Answer

Re-ingest all data from source systems

Question 4

A marketing team notices that a segment based on 'high-value customers' returns fewer records than expected. The segment criteria include 'Total Purchase Amount > $500' and 'Last Purchase Date within 90 days'. The data source is updated nightly. What is the most likely cause?

Accepted Answer

The segment was not refreshed after data update. The segment criteria are evaluated against the data at the time the segment is created or last refreshed. Since the data source updates nightly, the segment must be manually or automatically refreshed to incorporate the new data. If the segment was not refreshed after the nightly update, it would still reflect the older, smaller dataset, resulting in fewer records than expected.

Answer

The data source credentials are expired

Answer

The segment includes too many conditions

Answer

The customer profiles are not unified

Question 5

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

Accepted Answer

Summarize a case conversation for a handoff.. Option A is correct because 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 6

A customer service manager needs to create a unified view of all customer interactions across email, chat, and phone. Which Dynamics 365 Customer Service capability should they use?

Accepted Answer

Omnichannel for Customer Service. Option C is correct because the Omnichannel for Customer Service provides a unified agent experience across channels. Option A is for self-service portals. Option B is for knowledge management. Option D is for case management.

Answer

Case Management

Answer

Knowledge Base

Answer

Customer Service Portal

Question 7

A field service organization wants to automatically schedule work orders based on technician skills and location. Which capability should they use?

Accepted Answer

Resource Scheduling Optimization. Resource Scheduling Optimization (RSO) is the correct capability because it is specifically designed to automatically schedule work orders by applying optimization algorithms that consider technician skills, location, availability, and other constraints. Unlike manual scheduling or basic rule-based matching, RSO uses solver engines to generate optimized schedules that minimize travel time and maximize resource utilization.

Answer

Dynamics 365 Field Service Mobile

Answer

Universal Resource Scheduling

Answer

Copilot in Dynamics 365 Customer Service

Question 8

Which THREE features are available in Dynamics 365 Sales Insights?

Accepted Answer

Conversation intelligence. Conversation intelligence is a core feature of Dynamics 365 Sales Insights that uses AI to analyze sales calls and meetings, providing insights on customer sentiment, conversation topics, and key moments. It helps sellers improve their engagement by automatically capturing and transcribing conversations from Microsoft Teams or other supported platforms, then generating actionable recommendations.

Answer

Customer journey creation

Answer

Knowledge article suggestions

Question 9

During data unification, a large number of records are marked as 'unmatched'. The administrator wants to reduce this number. What is the best approach?

Accepted Answer

Adjust matching rules to be less strict. Option B is correct because adjusting matching rules to be less strict (e.g., lowering the similarity threshold or using fuzzy matching instead of exact match) allows more records to be considered as duplicates and merged, thereby reducing the number of unmatched records. In Dynamics 365 Customer Insights, matching rules define the conditions under which records from different data sources are considered the same customer profile, and making them less strict increases the recall of the unification process.

Answer

Increase the number of data sources

Answer

Skip the unification step

Answer

Delete the unmatched records

Question 10

Refer to the exhibit. A dispatcher sees that two work orders remain unscheduled after optimization. What should the dispatcher do to resolve the issue for WO-00346?

Accepted Answer

Add the 'Electrical Certification' skill to an existing resource.. Option D is correct because the optimization engine could not schedule WO-00346 due to a missing required skill on available resources. Adding the 'Electrical Certification' skill to an existing resource fills the gap, enabling the engine to assign the work order. This directly addresses the root cause of the scheduling failure.

Answer

Change the service territory to a nearby area.

Answer

Change the work order type to a different category.

Answer

Create a new resource record with the required skill.

Question 11

A technician cannot see the work orders assigned to them in the Field Service mobile app. The work orders appear in the schedule board. What is the most likely cause?

Accepted Answer

The work orders are in 'Scheduled' status and need to be set to 'In Progress'.. In Dynamics 365 Field Service, work orders must be in 'In Progress' status to appear in the technician's mobile app work order list. The 'Scheduled' status is used for planning and dispatching on the schedule board, but the mobile app filters out scheduled work orders until the technician manually changes the status to 'In Progress' to begin work. This ensures that only active assignments are visible to the field technician.

Answer

The technician does not have the correct security role for the mobile app.

Answer

The work orders are not yet published via the background process.

Answer

The mobile app is not configured for offline use.

Question 12

Which THREE outputs can be generated using Dynamics 365 Customer Insights?

Accepted Answer

Measures and KPIs. Option A is correct because Dynamics 365 Customer Insights allows users to define and compute Measures and KPIs from unified customer data. These are aggregated calculations (e.g., average order value, churn rate) that provide actionable insights into customer behavior and business performance, directly supporting data-driven decision-making.

Answer

Invoice documents

Answer

Purchase orders

Question 13

A company uses Dynamics 365 Customer Service. Managers complain that the 'Resolved Cases' dashboard shows incorrect numbers. Upon investigation, you notice that some cases resolved by agents are still appearing as 'In Progress'. What is the most likely cause?

Accepted Answer

The case resolution is being saved but not activated. In Dynamics 365 Customer Service, a case is resolved by running the 'Resolve Case' process, which creates a case resolution activity and changes the status to 'Resolved'. However, if the case resolution activity is saved but not activated (i.e., the user clicks 'Save' instead of 'Activate' or the workflow fails to complete), the case remains in 'In Progress' status. This is the most likely cause because the dashboard counts only cases with a status of 'Resolved', and without activation, the status change is not committed.

Answer

The case is linked to an expired SLA

Answer

The case is in a queue with a routing rule set

Answer

The case resolution activity is not being created

Question 14

A field service manager wants to optimize technician schedules to minimize travel time. Which Dynamics 365 Field Service feature should they use?

Accepted Answer

Resource Scheduling Optimization. Resource Scheduling Optimization (RSO) is the correct feature because it uses predefined optimization goals and constraints to automatically generate and adjust technician schedules, specifically targeting minimized travel time. Unlike manual scheduling on the Schedule Board, RSO applies algorithms to consider factors like location, skill requirements, and availability to produce the most efficient route and assignment sequence.

Answer

Inventory Management

Answer

Schedule Board

Answer

Connected Field Service

Question 15

Which THREE features are available in Dynamics 365 Customer Service? (Choose THREE.)

Accepted Answer

Unified Routing. Unified Routing is a core feature in Dynamics 365 Customer Service that intelligently distributes incoming work items (cases, chats, messages) to the most appropriate agent or queue based on skills, presence, and capacity. It replaces legacy routing with a modern, rules-based engine that ensures efficient assignment and reduced resolution times.

Answer

Lead Scoring

Answer

Segmentation

Question 16

Which THREE capabilities are provided by the Relationship Assistant in Dynamics 365 Sales?

Accepted Answer

Suggesting to log a phone call after a missed call.. Option A is correct because the Relationship Assistant in Dynamics 365 Sales uses configurable business rules and activity detection to suggest logging a phone call when a missed call is detected. This helps sales reps capture follow-up activities without manual entry, improving data completeness and pipeline hygiene.

Answer

Automatically creating a quote from an opportunity.

Answer

Analyzing the sentiment of email threads.

Question 17

A marketing manager wants to track the ROI of a multi-channel campaign in Dynamics 365 Marketing. Which feature is essential?

Accepted Answer

Marketing Insights. Marketing Insights (now part of Dynamics 365 Customer Insights) provides the analytics and AI-driven dashboards needed to measure ROI across multiple channels, including email, events, and customer journeys. It aggregates interaction data from campaigns and calculates key metrics like revenue attribution, cost per lead, and return on marketing investment, which is essential for tracking multi-channel ROI.

Answer

Segments

Answer

Customer Voice

Answer

Lead Scoring

Question 18

Which TWO are best practices when configuring match rules in Dynamics 55 Customer Insights?

Accepted Answer

Combine exact and fuzzy matching for better coverage. Option B is correct because combining exact and fuzzy matching in Dynamics 365 Customer Insights allows the system to identify both identical records (exact match) and near-duplicates with minor variations like typos or abbreviations (fuzzy match), improving deduplication coverage without sacrificing precision. This hybrid approach is a best practice to balance accuracy and recall when configuring match rules.

Answer

Use only exact matching to ensure no false positives

Answer

Create as many match rules as possible to capture all duplicates

Answer

Disable deduplication for high-volume data sources

Question 19

Which TWO actions are performed during the data unification process in Dynamics 365 Customer Insights?

Accepted Answer

Merging duplicate records into a single profile. Option A is correct because the data unification process in Dynamics 365 Customer Insights includes deduplication, where duplicate records from the same or different sources are merged into a single, unified customer profile. This step ensures that each customer is represented once, eliminating fragmentation and providing a single source of truth.

Answer

Enriching profiles with external demographic data

Answer

Creating measures to calculate KPIs

Answer

Creating segments for marketing campaigns

Question 20

A financial services company uses Dynamics 365 Customer Insights to manage customer data. They need to ensure that the data unification process complies with GDPR right to erasure. Which feature should they configure to handle such requests?

Accepted Answer

Use the Customer Insights data lifecycle management to delete profiles based on a data subject request. Option C is correct because Customer Insights provides a dedicated data lifecycle management feature that allows administrators to delete individual customer profiles in response to a data subject request (DSR) under GDPR. This feature directly supports the right to erasure by enabling targeted deletion of a specific profile and its associated data across all unified customer entities, ensuring compliance without affecting other records.

Answer

Enrich profiles with consent data

Answer

Data source connection settings

Answer

Configure export destinations to exclude certain data