Northern Trail Outfitters (NTO) has fragmented customer data across its marketing, sales, and service systems. NTO decides to implement Data 360 to enhance its customer strategy.
How does Data 360 primarily help NTO address this business challenge?
AIt archives historical transaction records for 10 years to meet regulatory data retention requirements.
BIt provides a data security layer that encrypts sensitive information to ensure global GDPR compliance.
CIt creates automated weekly business intelligence dashboards to help managers forecast sales revenue.
DIt unifies data into a single profile to provide personalized experiences across all touch points.
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A Data 360 Consultant needs to show related engagement records from external systems on the Contact record page by using a standard related list in Data 360.
Which step must they complete before configuring the related list?
AIngest the data stream as a streaming connector.
BEstablish a relationship between the individual data model object (DMO) and the Engagement DMO.
CInclude the external engagement data in a calculated insight.
DEnable the engagement data for segmentation.
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A global insurance provider has assigned a Data 360 Consultant to optimize performance for analytical queries that run several times per hour against an external Redshift table in Salesforce Data 360, with no real-time requirement.
Which federation approach should the consultant recommend to balance performance and cost?
AIngest the external data into Salesforce Data 360 as a standard object.
BImplement file federation exclusively using Data 360 compute on storage.
CConfigure cached acceleration to store and refresh external data for repeat queries.
DUse live query federation so every request hits the external compute engine directly.
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Northern Trail Outfitters (NTO) is loading transaction data into Data 360. The source data contains Order ID, Order Date, and Total Amount, which map to the standard Sales Order data model object (DMO). NTO also needs to store a unique Sustainability Packaging Fee for every transaction, but this field is unavailable in the standard model.
Which modeling approach should a Data 360 Consultant recommend to meet this requirement?
AMap all fields to a new Custom DMO specifically created for NTO transactions.
BUse Sales Order DMO and map the packaging fee to the Order Description field.
CMap standard fields to the Sales Order DMO and add a custom attribute for the fee.
DCreate a calculated model to derive the sustainability fee using a streaming data transform.
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A Data 360 Consultant intends to use Data 360 Clean Rooms to collaborate with a partner.
Which statement about data security in this environment is true?
AThe provider must grant Modify All Data permissions to the consumer.
BBoth parties must move their data into a shared Amazon S3 bucket first.
CPII is automatically decrypted for the consumer to ensure matching accuracy.
DThe data stays in its original location, and only the query results are shared.
A luxury travel company wants to improve its retention strategy for high-value customers. The marketing team needs a predictive insight that estimates the total dollar amount a unified profile is expected to spend on bookings during the next 12 months. This prediction will prioritize concierge service assignments.
Which native model type should a Data 360 Consultant choose in Einstein Studio to predict this outcome?
AFoundational model
BMulticlass model
CBinary model
DRegression model
A Data 360 Consultant creates a customer segment for customers who placed orders within the last 30 days and includes related attributes from the Sales Order data model object (DMO) in the activation. After the segment is activated to Marketing Cloud, the customer sees that some orders older than 30 days are included.
What should the consultant do to resolve this issue?
AFilter out older orders in Marketing Cloud after activation.
BApply a data space filter to exclude orders older than 30 days.
CApply a 30-day date filter on the Sales Order DMO within the activation.
DBuild a segment using the Sales Order DMO and filter orders to the last 30 days.
Cumulus Financial created a segment named High Investment Balance Customers. It is a foundational segment containing several segmentation criteria that the marketing team should use consistently.
What should the Data 360 Consultant recommend to ensure that consistency as the team creates future, more refined segments?
ACreate new segments using nested segments.
BCreate new segments by cloning High Investment Balance Customers.
CPackage High Investment Balance Customers in a data kit.
DCreate a High Investment Balance calculated insight.
A customer asks for their personal data to be deleted.
Which action should a Data 360 Consultant take to fulfill this request in Data 360?
AUse Consent API to request deletion of the customer's information.
BUse Profile Explorer to delete the customer data from Data 360.
CUse the Governance API call to delete the customer's information.
DUse a streaming API call to delete the customer's information from the data lake object.
A lead architect must create a real-time Customer Health Dashboard in a custom web portal that shows a unified customer's recent purchase history (Engagement data) and their calculated loyalty score.
Which API strategy is most suitable to fulfill this requirement?
AUse the Ingestion API to push the dashboard requirements into a data stream to trigger a webhook.
BUse the Meta data API to retrieve the schema of the unified profile, then use a standard REST GET call on the Individual object.
CUse the Query API to send an SQL/SOQL-based request to join data to retrieve a comprehensive view.
DUse the Profile API because it is optimized for high-speed retrieval of unified profile attributes and calculated insights.
After a predictive model is activated in Data 360, where are the resulting scores or predictions generally stored for use in segmentation?
AWithin the Audit Trail logs for security compliance
BDirectly within the source system (for example, Marketing Cloud or Sales Cloud) only
CIn a temporary CSV file available in the Setup menu
DAs an attribute on a related data model object (DMO)
A Data 360 Consultant at a global travel company has finished mapping several data lake objects (DLOs) to the data model objects (DMOs) for a new loyalty program. Before creating segments, the consultant must confirm that the join keys between Unified Individual and the custom Loyalty Ledger DMO return the expected results.
Which tool should the consultant use to run a manual SQL query and preview these results?
AThe Data 360 Calculated Insights Builder
BThe Data 360 Data Explorer
CThe Data 360 Metadata Search
DThe Data 360 Query Editor
A Data 360 Consultant needs to exclude certain contact points from the Unified Individuals that qualify for a segment.
Where should the consultant apply this filter?
AApply contact point filtering on data ingestion
BApply contact point filtering when creating an activation
CApply contact point filtering leveraging a calculated insight
DApply contact point filtering during the creation of the segment
Which data model subject area specifies the revenue or quantity for an opportunity by product family?
AParty
BEngagement
CProduct
DSales Order
A wealth-management financial-services firm contacts a Data 360 Consultant with an Identity Resolution request. The company wants to improve its strategy for managing individual client profiles within family portfolios.
Family members frequently share addresses and occasionally phone numbers, yet have different investment preferences and financial goals. The firm wants to prevent individual family profiles from being merged into one unified profile, preserving personalized service and accurate financial advice.
Which Identity Resolution strategy should the consultant implement?
AUse multiple contact points without individual attributes in the match rules.
BConfigure a single match rule based on contact phone number.
CInclude a match rule that incorporates match on individual and contact point attributes.
DConfigure a single match rule with a single connected contact point based on address.
A Data 360 Consultant is configuring a zero-copy data federation connection with a partner, Snowflake. What is the first action the consultant must take in Data 360?
AMap the external data directly to the Unified Individual data model object (DMO).
BEstablish a connection in the Data 360 Setup using the specific provider's credentials.
CRun an identity resolution matching rule.
DCreate a data stream using the Bulk API category using the specific provider's credentials.
During a privacy-law discussion with a customer, the customer says that they must honor Right to Be Forgotten requests. The Data 360 Consultant concludes that the Consent API will meet this business need.
Which consideration should the consultant communicate to the customer?
AData Deletion requests are processed within 1 hour.
BData Deletion requests are submitted for Individual profiles.
CData Deletion requests submitted to Data 360 are passed to all connected Salesforce clouds.
DData Deletion automatically happens for related records.
A Data 360 Consultant is getting ready to implement Data 360.
Which ethical principle should the consultant follow concerning customer data?
ACollect and use all of the data to create more personalized experiences.
BGive senior leaders in the firm access to customer data for audit purposes.
CMap sensitive data to the same data model object for ease of deletion.
DCarefully consider asking for sensitive data such as age, gender, and ethnicity.
Cumulus Financial’s recruiting team wants to identify candidates who have visited the jobs page on its website at least twice during the past 30 minutes. They want information about those candidates to be automatically available for segmentation in Data 360, and for the candidates to be added to their recruiting system.
Which feature should a Data 360 Consultant recommend to accomplish this goal?
AStreaming data transform
BStreaming insight
CCalculated insight
DBatch data transform
Data 360 receives a nightly file containing all ecommerce transactions from the preceding day. Several segments and activations rely on calculated insights from the refreshed data to keep the customer’s scheduled campaign messages accurate.
What should the Data 360 Consultant do to make sure the ecommerce data is ready for use for each scheduled activation?
AEnsure the activations are set to Incremental Activation and automatically publish every hour.
BUse Flow to trigger a change data event on the ecommerce data to refresh calculated insights and segments before the activations are scheduled to run.
CEnsure the segments are set to Rapid Publish and set to refresh every hour.
DSet a refresh schedule for the calculated insights to occur every hour.
A Data 360 Consultant has discovered that their Identity Resolution process is matching people who share email addresses or phone numbers but are not actually the same person.
What should the consultant do to resolve this issue?
AModify the existing ruleset to use fewer matching rules, run the ruleset and review the updated results, and then adjust as needed until the individuals are matching correctly.
BCreate and run a new ruleset with stricter matching criteria, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.
CModify the existing ruleset with stricter matching criteria, run the ruleset and review the updated results, and then adjust as needed until the individuals are matching correctly.
DCreate and run a new ruleset with fewer matching rules, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.
A predictive model was built and deployed in Einstein Studio.
What is the standard way for a Data 360 Consultant to apply its predictions to a business process in Salesforce?
AManually export the CSV and re-import it into Service Cloud.
BEmbed the Einstein Studio URL into a Lightning component.
CUse the Identity Resolution tool to merge predictions with Individual records.
DUse the predict jobs feature or call the model via Flow Builder.
A data architect is designing a solution to initiate a high-priority Service Recovery flow in a core Salesforce CRM org immediately after a negative-sentiment event is ingested from a streaming web source. The architect must minimize latency so the customer service team can respond "in the moment."
Which Data 360 capability should the architect use to provide this near-instantaneous trigger?
AManual activation to a Salesforce CRM target
BReal-time data actions via automation event-triggered flow
CStandard data actions via scheduled batch transforms
DCalculated insights published via real-time segment refresh
How can a Data 360 Consultant modify attribute names to conform to a naming convention in Cloud File Storage targets?
AUse a formula field to update the field name in an activation.
BSet preferred attribute names when configuring activation.
CUpdate attribute names in the data stream configuration.
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