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| Topic | Details |
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| Topic 1 | - Activation: Covers activation patterns within the CDP, guardrails governing activation, and how on-site personalization is configured and delivered.
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| Topic 2 | - Data Ingestion: Covers general and edge data ingestion capabilities within the CDP and advanced architectural techniques for efficient data ingestion.
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| Topic 3 | - Governance: Covers data governance best practices for Adobe RT-CDP implementations and managing data across the platform's various services.
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| Topic 4 | - Administration: Covers monitoring tools, alerts, license usage types, and use cases for Attribute-Based Access Control (ABAC) within Adobe RT-CDP.
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Adobe Real-Time CDP Business Practitioner Professional Sample Questions (Q36-Q41):
NEW QUESTION # 36
A data architect is building an XDM Experience Event Schema for loading event data from the Adobe Experience Platform (AEP) Web SDK. The data is intended to be used in the Real-Time customer profile and requires a primary identity to be present in the schema. The architect wants to be able to store both ambiguous and authenticated web data.
Does the data architect need to select a field as a primary identity?
- A. No, a field on the schema will automatically be marked.
- B. No, the primary identity will already be in the identity map.
- C. Yes, the architect will select a field from the schema and mark it as primary.
- D. Yes, the architect will select the identity map and mark it as primary.
Answer: B
NEW QUESTION # 37
A data architect is asked to create an XDM Individual Profile class-based schema from the relational data model seen in the attached exhibit. From what the architect is told, the business has collected and stored the history of all home addresses (could be hundreds) used by a customer since the beginning. All addresses have a type of home but only a single address has the primary indicator flag set. The marketing team needs to be able to utilize this data for both audience/segment creation and in personalization.
Given the above relational model, what is the best way to translate this into a single schema?

Answer: B
NEW QUESTION # 38
A data engineer has loaded several profile fragments onto a Real-Time Customer Profile The profile fragments use an Individual Profile class-based schema, where user-id is the primary identity. The engineer checks each fragment, as follows:

However, upon Inspection of the profile, they realize that only the email from Fragment 1 appears, while mobile and location from Fragments 2 and 3 do not.
What is the most likely reason for the missing data in Real-Time Customer Profile'
- A. The fragments were not loaded m the correct order
- B. The fragments were not all loaded at the same time
- C. The profile fragments for mobile and location were not Included in the merge policy
- D. Real-Time Customer Profile does not support mobile data.
Answer: C
Explanation:
In Adobe Real-Time CDP, theReal-Time Customer Profiledoes not simply aggregate every piece of data ingested into the system by default. Instead, it utilizesMerge Policiesto determine which datasets are "trusted" and should contribute to the final, unified view of a customer. Even if data is successfully ingested into a dataset and correctly linked via a primary identity like user_id, it will not appear in the unified profile if the source dataset is not included in the active Merge Policy.
When the data engineer observes that attributes from Fragment 2 (Mobile) and Fragment 3 (Location) are missing while Fragment 1 (Email) is present, the most probable cause is that the datasets containing Fragments 2 and 3 have not been added to theDataset Precedenceor are not part of the union governed by the specific Merge Policy being viewed. In AEP, you can create multiple Merge Policies for different use cases; if the UI is set to a policy that only includes the "Email System" dataset, other attributes will remain hidden from that specific profile view.
Options B and C are incorrect because the Real-Time Customer Profile is designed to beeventually consistent and non-linear; the system handles fragments loaded at different times or in different orders by constantly re- evaluating the profile as new data arrives. Option D is factually incorrect, as Mobile and Location are standard attributes within XDM. Therefore, ensuring the datasets are correctly enabled for Profile and included in the relevant Merge Policy is the critical step for data visibility.
NEW QUESTION # 39
A segment has a total audience size of 12 million profiles. The segment is activated to an Amazon S3 destination.
How many files would land in the Amazon S3 destination?
- A. Two files (filename.csv, filename_1.csv)
filename.csv (6 million Profiles)
filename_1.csv (6 million Profiles) - B. Four files (filename.csv, filename_1.csv, filename_2.csv, filename_3.csv)
- C. Three files (filename.csv, filename_1.csv, filename_2.csv)
filename.csv (5 million profiles)
filename_1.csv (5 million profiles)
filename_2.csv (2 million profiles) - D. One file (filename.csv)
filename.csv (12 million profiles)
Answer: C
NEW QUESTION # 40
A financial institution is using Adobe RT-CDP to activate data to an ad platform. The dataset includes sensitive information such as account balances.
What guardrails should they apply during activation?
- A. Use DULE policies to restrict sensitive data from being exported.
- B. Include all data fields in the activation for completeness.
- C. Perform manual activation workflows.
- D. Limit the activation to edge-based triggers.
Answer: A
NEW QUESTION # 41
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