A company uses Real-Time Customer Profile and provides the following Customer Profile schema to the data architect in charge of designing the Real-Time Customer Profile:

They have business requirements to carry out customer segmentation based on purchasing behavior, demographic data (including gender), and multi-channel marketing activities and need to consider data consistency, and minimizing system complexity for future data ingestion and updates.
What would be the recommended modeling approach to accommodate these requirements?

• A. Define the customer_id and email fields as identities
• B. Define the gender and customer-id fields as identities.
• C. Define the customer-id and first_name fields as identities.
• D. Define the email and phone fields as identities

A large retail company is currently using a traditional relational database management system (RDBMS) to store and manage order data. However, the company is experiencing scalability and performance issues as the number of orders continues to grow. The company is considering loading to Adobe Real-Time CDP to take advantage of its Experience Data Model (XDM) data model and real-time data capabilities.
The company's order table includes the following attributes:
* Order ID
* Customer ID
* Order date
* Order status
* Shipping address
* Billing address
The company's order items table includes the following attributes:
* Order ID
* Item ID
How would the architect translate this data model into Adobe Experience Platform XDM data model?

• A. Create an XDM individual profile schema and an XDM custom schema
• B. Create an XDM individual profile schema
• C. Create a single XDM experience event schema
• D. Create an XDM experience event schema and an XDM custom schema

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. Adobe Query Service
• B. Data Usage Labeling and Enforcement (DULE)
• C. Data Compliance Settings
• D. Data Governance API

A data architect is tasked with designing an Adobe Experience Platform architecture for a multi-channel retail business. Which two identity namespaces would be used to model the identities on the dataset of online and offline transactions? (Choose two.)

• A. Device_ID
• B. Email_sha256
• C. Marketing Cloud ID (MCID)
• D. Experience Cloud ID (ECID)

A data engineer working with a multinational corporation is setting up the data governance policies for Adobe Real-Time CDP to handle data from various regions where different data privacy laws apply. Which measure should the engineer implement in order to abide by the different regional data privacy regulations?

• A. Completely restrict data from regions with high data breach occurrences
• B. Create distinct data set labels for different regions with specific access permissions to ensure appropriate data handling
• C. Employ a region-specific data usage policy to restrict improper marketing actions
• D. Monitor and adjust data governance policies as per changing data privacy laws