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After creating the Entity Relationship Diagram (ERD) of the data sources that will be connected into an Adobe Experience Platform (AEP) implementation for a utility company, the service details (including information such as name, cost, type, and category) appear multiple times across different entities (for example, in the transactional events and in the customer profile details).
When designing the XDM data model for that ERD, the data architect and the business stakeholders validate that the service details information must be included at both levels, record, and time series. The service details will be used multiple times within the same structure. In what two ways should the service details be defined in the AEP data model to make it consistent and re-usable? (Choose two.)
A. Create a Class
B. Create a Field Group (cross-class)
C. Create a Data Type
D. Create a Schema
Answer: B,C
NEW QUESTION # 33
A retail company needs to integrate data from its CRM and e-commerce platform to build a unified customer profile. The CRM uses email as the primary identifier, while the e-commerce platform uses phone numbers.
What strategy should they use in Adobe RT-CDP?
A. Configure identity namespaces for email and phone and link them in the Identity Graph.
B. Create separate schemas for each data source without linking identities.
C. Use a single namespace and ignore secondary identifiers.
D. Enable only deterministic identity resolution with phone numbers as the primary field.
Answer: A
NEW QUESTION # 34
An Adobe Real-Time CDP (RTCDP) administrator would like to better control how downstream marketers enable segments for activations.
What next steps should the administrator take to better protect the dataset from being misused in activations?
A. Configure manual review of all activations
B. Set entity limits across Adobe RTCDP components
C. Lean on performance guardrails of the Adobe RTCDP
D. Establish data usage labels across the Adobe RTCDP
Answer: D
NEW QUESTION # 35
A company has completed their implementation of Adobe Experience Platform (AEP) and is successfully onboarding data and profiles, but they are struggling with managing data across their services. What tool would best aid the company in inspecting, manipulating, and analyzing dataset data in AEP Data Lake?
A. Data Compliance Settings
B. Data Governance API
C. Data Usage Labeling and Enforcement (DULE)
D. Adobe Query Service
Answer: D
Explanation:
Adobe Experience PlatformQuery Serviceis the foundational tool designed for inspecting, validating, and transforming data within theData Lake. While AEP stores data in a NoSQL environment, Query Service provides aStandard SQLinterface that allows data architects and engineers to interact with datasets as if they were relational tables. This is critical for post-ingestion data preparation and for analyzing complex customer journeys that span multiple datasets.
The service is primarily used forad hoc data exploration-allowing users to run SELECT queries to verify that ingested data matches the expected schema and quality standards before it is enabled for the Real-Time Customer Profile. Beyond simple inspection, it supportsBatch Queries(using "Create Table As Select" or CTAS) to derive new datasets from existing ones, which can then be used for reporting or re-ingested into the Profile Service.
Options A, C, and D refer to theData Governanceframework, which is used for labeling data and enforcing usage policies (DULE) or managing compliance. While these are essential for managingaccessandprivacy, they do not provide the analytical or manipulative capabilities required to query the raw data rows. Query Service remains the only tool within the platform that allows for deep SQL-based analysis of the full Data Lake history.
NEW QUESTION # 36
How does the Adobe Real-Time CDP manage data when multiple records, coming from different sources but belonging to the same customer, are processed?
A. It assigns different importance weights to different sources and merges records based on these weights
B. It creates separate profiles for each of the received records
C. It merges all records into a single, unified profile for the customer
D. It only keeps the most frequent appearing record across all sources
Answer: C
Explanation:
The fundamental value proposition of Adobe Real-Time CDP is its ability to break down data silos by creating a360-degree viewof the customer. When the system ingests multiple records from different sources (such as a CRM system, an e-commerce platform, and web clickstream data) that share common identifiers, it uses theIdentity Serviceto recognize they belong to the same person.
The platform then dynamically merges these "profile fragments" into a single,unified Real-Time Customer Profile. This merging happens in real-time, ensuring that as soon as new data arrives, it is reflected in the unified view. This process allows for consistent personalization across channels; for example, a purchase made offline in a retail store can immediately suppress "buy now" ads for that same product on the website.
Option B is incorrect as it describes the very siloed state the CDP is designed to solve. Option C is incorrect because the platform preserves all relevant behavioral and attribute data rather than discarding records based on frequency. Option D is a slight misinterpretation ofMerge Policies; while Merge Policies can prioritize one source over another for a specific attribute (Timestamp-ordered or Dataset-precedence), the platform still merges the records into a single profile rather than just weighing them.
NEW QUESTION # 37
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